跳表（skiplist）的代码实现

跳表（skiplist）是一个非常优秀的数据结构，实现简单，插入、删除、查找的复杂度均为O(logN)。LevelDB的核心数据结构是用跳表实现的，redis的sorted set数据结构也是有跳表实现的。

其结构如下所示：

所有操作均从上向下逐层查找，越上层一次next操作跨度越大。其实现是典型的空间换时间。

具体的细节，可参考维基百科http://en.wikipedia.org/wiki/Skip_list

 

本文作者将redis的sorted set代码进行整理，将跳表部分的实现抽取出来，供参考。

skiplist.h

 1 #ifndef __SKIPLIST_H
 2 #define __SKIPLIST_H
 3 
 4 #define SKIPLIST_MAXLEVEL 8 
 5 
 6 typedef struct skiplistNode {
 7     double score;
 8     struct skiplistNode *backward;
 9     struct skiplistLevel {
10         struct skiplistNode *forward;
11     }level[];
12 }skiplistNode;
13 
14 typedef struct skiplist {
15     struct skiplistNode *header, *tail;
16     unsigned long length;
17     int level;
18 }skiplist;
19 
20 #endif

skiplist.c

  1 #include "skiplist.h"
  2 #include <stdlib.h>
  3 #include <stdio.h>
  4 
  5 skiplistNode *slCreateNode(int level, double score) {
  6     skiplistNode * sn = malloc(sizeof(*sn) + level*sizeof(struct skiplistLevel));
  7     sn->score = score;
  8     return sn;
  9 }
 10 
 11 skiplist *slCreate(void) {
 12     int j;
 13     skiplist *sl;
 14 
 15     sl = malloc(sizeof(*sl));
 16     sl->level = 1;
 17     sl->length = 0;
 18     sl->header = slCreateNode(SKIPLIST_MAXLEVEL, 0);
 19     for(j = 0; j < SKIPLIST_MAXLEVEL; j++) {
 20         sl->header->level[j].forward = NULL;
 21     }
 22     sl->header->backward = NULL;
 23     sl->tail = NULL;
 24     return sl;
 25 }
 26 
 27 void slFreeNode(skiplistNode *sn) {
 28     free(sn);
 29 }
 30 
 31 void slFree(skiplist *sl) {
 32     skiplistNode *node = sl->header->level[0].forward, *next;
 33 
 34     free(sl->header);
 35     while(node) {
 36         next = node->level[0].forward;
 37         slFreeNode(node);
 38         node = next;
 39     }
 40     free(sl);
 41 }
 42 
 43 int slRandomLevel(void) {
 44     int level = 1;
 45     while((rand()&0xFFFF) < (0.5 * 0xFFFF)) 
 46         level += 1;
 47     return (level < SKIPLIST_MAXLEVEL) ? level : SKIPLIST_MAXLEVEL;
 48 }
 49 
 50 skiplistNode *slInsert(skiplist *sl, double score) {
 51     skiplistNode *update[SKIPLIST_MAXLEVEL];
 52     skiplistNode *node;
 53 
 54     node = sl->header;
 55     int i, level;
 56     for ( i = sl->level-1; i >= 0; i--) {
 57         while(node->level[i].forward && node->level[i].forward->score < score) {
 58             node = node->level[i].forward;
 59         }
 60         update[i] = node;
 61     }
 62     level = slRandomLevel();
 63     if (level > sl->level) {
 64         for (i = sl->level; i< level ;i++) {
 65             update[i] = sl->header;
 66         }
 67         sl->level = level;
 68     }
 69     node = slCreateNode(level, score);
 70     for (i = 0; i < level; i++) {
 71         node->level[i].forward = update[i]->level[i].forward;
 72         update[i]->level[i].forward = node;
 73     }
 74 
 75     node->backward = (update[0] == sl->header? NULL : update[0]);
 76     if (node->level[0].forward)
 77         node->level[0].forward->backward = node;
 78     else
 79         sl->tail = node;
 80     sl->length++;
 81     return node;
 82 }
 83 
 84 void slDeleteNode(skiplist *sl, skiplistNode *x, skiplistNode **update){
 85     int i;
 86     for (i = 0; i < sl->level; i++) {
 87         if (update[i]->level[i].forward == x) {
 88             update[i]->level[i].forward = x->level[i].forward;
 89         }
 90     }
 91     if (x->level[0].forward) {
 92         x->level[0].forward->backward = x->backward;
 93     } else {
 94         sl->tail = x->backward;
 95     }
 96     while (sl->level > 1 && sl->header->level[sl->level-1].forward == NULL) 
 97         sl->level--;
 98     sl->length--;
 99 }
100 
101 int slDelete(skiplist *sl, double score) {
102     skiplistNode *update[SKIPLIST_MAXLEVEL], *node;
103     int i;
104 
105     node = sl->header;
106     for(i = sl->level-1; i >= 0; i--) {
107         while (node->level[i].forward && node->level[i].forward->score < score) {
108             node = node->level[i].forward;
109         }
110         update[i] = node;
111     }
112     node = node->level[0].forward;
113     if (node && score == node->score) {
114         slDeleteNode(sl, node, update);
115         slFreeNode(node);
116         return 1;
117     } else {
118         return 0;
119     }
120     return 0;
121 }
122 
123 int slSearch(skiplist *sl, double score) {
124     skiplistNode *node;
125     int i;
126 
127     node = sl->header;
128     for (i = sl->level-1; i >= 0 ;i--) {
129         while(node->level[i].forward && node->level[i].forward->score < score) {
130             node = node->level[i].forward;
131         }
132     }
133     node = node->level[0].forward;
134     if (node && score == node->score) {
135         printf("Found %d\n",(int)node->score);
136         return 1;
137     } else {
138         printf("Not found %d\n", (int)score);
139         return 0;
140     }
141 }
142 
143 void slPrint(skiplist *sl) {
144     skiplistNode *node;
145     int i;
146     for (i = 0; i < SKIPLIST_MAXLEVEL; i++) {
147         printf("LEVEL[%d]: ", i);
148         node = sl->header->level[i].forward;
149         while(node) {
150             printf("%d -> ", (int)(node->score));
151             node = node->level[i].forward;
152         }
153         printf("NULL\n");
154     }
155 }
156 
157 #ifdef SKIP_LIST_TEST_MAIN
158 int main() {
159     srand((unsigned)time(0));
160     int count = 20, i;
161 
162     printf("### Function Test ###\n");
163 
164     printf("=== Init Skip List ===\n");
165     skiplist * sl = slCreate();
166     for ( i = 0; i < count; i++) {
167         slInsert(sl,i);
168     }
169     printf("=== Print Skip List ===\n");
170     slPrint(sl);
171 
172     printf("=== Search Skip List ===\n");
173     for (i = 0; i < count; i++) {
174         int value = rand()%(count+10);
175         slSearch(sl, value);
176     }
177     printf("=== Delete Skip List ===\n");
178     for (i = 0; i < count+10; i+=2) {
179         printf("Delete[%d]: %s\n", i, slDelete(sl, i)?"SUCCESS":"NOT FOUND");
180     }
181     slPrint(sl);
182 
183     slFree(sl);
184     sl = NULL;
185 }
186 #endif

测试结果如下所示：

 1 ### Function Test ###
 2 === Init Skip List ===
 3 === Print Skip List ===
 4 LEVEL[0]: 0 -> 1 -> 2 -> 3 -> 4 -> 5 -> 6 -> 7 -> 8 -> 9 -> 10 -> 11 -> 12 -> 13 -> 14 -> 15 -> 16 -> 17 -> 18 -> 19 -> NULL
 5 LEVEL[1]: 0 -> 2 -> 4 -> 7 -> 9 -> 10 -> 11 -> 12 -> 14 -> 15 -> 17 -> 18 -> NULL
 6 LEVEL[2]: 7 -> 10 -> 12 -> 14 -> 15 -> NULL
 7 LEVEL[3]: 10 -> 14 -> 15 -> NULL
 8 LEVEL[4]: 10 -> 14 -> NULL
 9 LEVEL[5]: NULL
10 LEVEL[6]: NULL
11 LEVEL[7]: NULL
12 === Search Skip List ===
13 Found 1
14 Found 18
15 Not found 21
16 Not found 24
17 Found 10
18 Not found 20
19 Found 14
20 Found 10
21 Found 19
22 Found 18
23 Not found 27
24 Found 5
25 Found 0
26 Found 0
27 Found 18
28 Not found 26
29 Found 13
30 Not found 28
31 Not found 29
32 Not found 23
33 === Delete Skip List ===
34 Delete[0]: SUCCESS
35 Delete[2]: SUCCESS
36 Delete[4]: SUCCESS
37 Delete[6]: SUCCESS
38 Delete[8]: SUCCESS
39 Delete[10]: SUCCESS
40 Delete[12]: SUCCESS
41 Delete[14]: SUCCESS
42 Delete[16]: SUCCESS
43 Delete[18]: SUCCESS
44 Delete[20]: NOT FOUND
45 Delete[22]: NOT FOUND
46 Delete[24]: NOT FOUND
47 Delete[26]: NOT FOUND
48 Delete[28]: NOT FOUND
49 LEVEL[0]: 1 -> 3 -> 5 -> 7 -> 9 -> 11 -> 13 -> 15 -> 17 -> 19 -> NULL
50 LEVEL[1]: 7 -> 9 -> 11 -> 15 -> 17 -> NULL
51 LEVEL[2]: 7 -> 15 -> NULL
52 LEVEL[3]: 15 -> NULL
53 LEVEL[4]: NULL
54 LEVEL[5]: NULL
55 LEVEL[6]: NULL
56 LEVEL[7]: NULL
posted @ 2012-07-26 15:55  刘浩de技术博客  阅读(15724)  评论(10)  编辑  收藏  举报