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MYSQL INNODB 組合索引分支節點數據解析

發布時間：2020-08-15 06:48:05 來源：ITPUB博客 閱讀：199 作者：gaopengtttt 欄目：MySQL數據庫
1、本文證明組合索引的所有鍵值在分支節點(非葉子結點也進行了存儲)。
2、本文給出B+ 索引如何進行驗證其B+樹結構

關于B樹結構(不是B+樹)可以參考：
http://blog.itpub.net/7728585/viewspace-2126929/

腳本：
mysql> create table testzh(id int  primary key auto_increment ,id2 int,id3 int,name varchar(20), key(id2,id3));
Query OK, 0 rows affected (0.07 sec)


 delimiter //
 create procedure ins()
     begin
    declare i int;
     set i=0;
     while i<100000 do
         insert into testzh(id2,id3,name) values(FLOOR((RAND()*100000)),FLOOR((RAND()*100000)),'gaopeng');
         set i=i+1;
     end while;
  end;
//
delimiter ;


寫一個程序 主要讀取下面幾位每個塊的：
64-66字節：B+層次，0是葉子結點，向上分別是1,2.... 如果是三層結構的則根結點為層次為2，分支為1，葉子結點為0
66-74字節：索引ID，對應INNODB_SYS_INDEXES 的INDEX_ID字段
24-26字節：塊類型，我們主要查看0X45BF的類型是數據類型    

程序附在最后，下面是跑出來的結果我的：
key(id2,id3)的INDEX_ID是
mysql> select * from information_schema.INNODB_SYS_INDEXES where  TABLE_ID=132;
+----------+---------+----------+------+----------+---------+-------+-----------------+
| INDEX_ID | NAME    | TABLE_ID | TYPE | N_FIELDS | PAGE_NO | SPACE | MERGE_THRESHOLD |
+----------+---------+----------+------+----------+---------+-------+-----------------+
|      160 | PRIMARY |      132 |    3 |        1 |       3 |   207 |              50 |
|      161 | id2     |      132 |    0 |        2 |       4 |   207 |              50 |
+----------+---------+----------+------+----------+---------+-------+-----------------+




注意程序計數塊從0開始，為貼近C/C++數組規定
[root@testmy test]# ./b_level testzh.ibd|grep 161
Block id is 4:Index page no is  161 : B+ Tree Level is  1
Block id is 8:Index page no is  161 : B+ Tree Level is  0
Block id is 9:Index page no is  161 : B+ Tree Level is  0
Block id is 12:Index page no is  161 : B+ Tree Level is  0
Block id is 14:Index page no is  161 : B+ Tree Level is  0
Block id is 19:Index page no is  161 : B+ Tree Level is  0
Block id is 20:Index page no is  161 : B+ Tree Level is  0
Block id is 21:Index page no is  161 : B+ Tree Level is  0
Block id is 22:Index page no is  161 : B+ Tree Level is  0
Block id is 31:Index page no is  161 : B+ Tree Level is  0
Block id is 32:Index page no is  161 : B+ Tree Level is  0
Block id is 34:Index page no is  161 : B+ Tree Level is  0
Block id is 35:Index page no is  161 : B+ Tree Level is  0
Block id is 36:Index page no is  161 : B+ Tree Level is  0
Block id is 37:Index page no is  161 : B+ Tree Level is  0
Block id is 38:Index page no is  161 : B+ Tree Level is  0
Block id is 41:Index page no is  161 : B+ Tree Level is  0
Block id is 53:Index page no is  161 : B+ Tree Level is  0
Block id is 54:Index page no is  161 : B+ Tree Level is  0
Block id is 55:Index page no is  161 : B+ Tree Level is  0
...........
Block id is 348:Index page no is  161 : B+ Tree Level is  0
Block id is 349:Index page no is  161 : B+ Tree Level is  0
Block id is 350:Index page no is  161 : B+ Tree Level is  0
Block id is 351:Index page no is  161 : B+ Tree Level is  0
Block id is 352:Index page no is  161 : B+ Tree Level is  0
Block id is 353:Index page no is  161 : B+ Tree Level is  0
Block id is 354:Index page no is  161 : B+ Tree Level is  0
Block id is 355:Index page no is  161 : B+ Tree Level is  0
Block id is 356:Index page no is  161 : B+ Tree Level is  0
Block id is 357:Index page no is  161 : B+ Tree Level is  0
Block id is 358:Index page no is  161 : B+ Tree Level is  0
Block id is 359:Index page no is  161 : B+ Tree Level is  0
Block id is 360:Index page no is  161 : B+ Tree Level is  0
Block id is 361:Index page no is  161 : B+ Tree Level is  0
Block id is 362:Index page no is  161 : B+ Tree Level is  0
Block id is 363:Index page no is  161 : B+ Tree Level is  0
Block id is 364:Index page no is  161 : B+ Tree Level is  0
這就是我161索引key(id2,id3)全部塊，
這里我們看到我們的這個組合索引是 2層的 B+樹結構
Block id is 4:Index page no is  161 : B+ Tree Level is  1
這個塊就是根結點，那么我們需要讀取它需要用到我寫過的另外一個小程序
，用于讀取其數據，但是這個程序寫死了讀取2個INT類型數據如下，按照順序給出
并且給出偏移量,并且給出指向的塊(注意這個指向的塊是我猜測的,隨后驗證)：

那我們就讀取BLOCK 4(dataview 程序放到最后)
[root@testmy test]# ./dataview testzh.ibd 4
Index_no is:161
find first one record!
B:23,A:59613,offset:126,leaf block:8
B:736,A:31951,offset:2106,leaf block:249
B:1591,A:58218,offset:1072,leaf block:203
B:2390,A:34725,offset:2326,leaf block:324
B:3231,A:16448,offset:500,leaf block:54
B:3647,A:95182,offset:3118,leaf block:360
B:4050,A:42271,offset:1776,leaf block:235
B:4751,A:62810,offset:1028,leaf block:201
B:5614,A:53731,offset:1886,leaf block:240
B:6482,A:29372,offset:346,leaf block:34
B:7216,A:26606,offset:2524,leaf block:333
B:8028,A:78263,offset:1138,leaf block:206
B:8777,A:61401,offset:2238,leaf block:255
B:9562,A:34379,offset:698,leaf block:63
B:10353,A:93823,offset:2150,leaf block:251
B:11114,A:50825,offset:1358,leaf block:216
B:11859,A:57029,offset:2634,leaf block:338
B:12611,A:67208,offset:214,leaf block:19
B:13378,A:43201,offset:2062,leaf block:247
B:14179,A:72734,offset:940,leaf block:197
B:14972,A:39942,offset:2458,leaf block:330
B:15743,A:9319,offset:632,leaf block:60
B:16488,A:33875,offset:2392,leaf block:327
B:17320,A:32881,offset:1204,leaf block:209
B:18117,A:6361,offset:2084,leaf block:248
B:18966,A:70177,offset:368,leaf block:35
B:19722,A:16497,offset:1710,leaf block:232
B:20563,A:60667,offset:896,leaf block:195
B:21357,A:38077,offset:2040,leaf block:246
B:22151,A:15974,offset:522,leaf block:55
B:22612,A:89791,offset:3008,leaf block:355
B:23070,A:74154,offset:1534,leaf block:224
B:23935,A:42535,offset:852,leaf block:193
B:24814,A:51733,offset:1644,leaf block:229
B:25714,A:232,offset:170,leaf block:12
B:26468,A:119,offset:2678,leaf block:340
B:27177,A:3573,offset:1402,leaf block:218
B:27870,A:22983,offset:2700,leaf block:341
B:28679,A:71426,offset:676,leaf block:62
B:29439,A:77570,offset:2216,leaf block:254
B:30160,A:66775,offset:1424,leaf block:219
B:30865,A:17274,offset:2722,leaf block:342
B:31611,A:25970,offset:390,leaf block:36
B:32377,A:56419,offset:1930,leaf block:242
B:33117,A:8818,offset:1292,leaf block:213
B:33838,A:19538,offset:2898,leaf block:350
B:34489,A:92156,offset:742,leaf block:129
B:35286,A:6546,offset:2194,leaf block:253
B:36076,A:40723,offset:1314,leaf block:214
B:36763,A:20769,offset:2876,leaf block:349
B:37450,A:46558,offset:236,leaf block:20
B:38214,A:7960,offset:2568,leaf block:335
B:38945,A:498,offset:984,leaf block:199
B:39726,A:40552,offset:2260,leaf block:321
B:40462,A:1439,offset:588,leaf block:58
B:41208,A:19781,offset:2612,leaf block:337
B:41939,A:99119,offset:1248,leaf block:211
B:42637,A:26247,offset:2436,leaf block:329
B:43441,A:1592,offset:434,leaf block:38
B:44198,A:74037,offset:2480,leaf block:331
B:44889,A:50243,offset:1226,leaf block:210
B:45599,A:7689,offset:2788,leaf block:345
B:46378,A:44374,offset:786,leaf block:131
B:47200,A:3361,offset:2370,leaf block:326
B:47932,A:52288,offset:1336,leaf block:215
B:48736,A:82841,offset:2128,leaf block:250
B:49492,A:68781,offset:148,leaf block:9
B:50257,A:38011,offset:2348,leaf block:325
B:51074,A:96951,offset:1446,leaf block:220
B:51847,A:62231,offset:2744,leaf block:343
B:52618,A:31192,offset:654,leaf block:61
B:53362,A:72348,offset:2590,leaf block:336
B:54029,A:82275,offset:1380,leaf block:217
B:54788,A:28840,offset:2546,leaf block:334
B:55538,A:98163,offset:324,leaf block:32
B:56313,A:20704,offset:2282,leaf block:322
B:57065,A:90078,offset:1116,leaf block:205
B:57525,A:17975,offset:3096,leaf block:359
B:57973,A:52757,offset:1798,leaf block:236
B:58427,A:8888,offset:3140,leaf block:361
B:58890,A:65370,offset:764,leaf block:130
B:59627,A:28852,offset:1996,leaf block:320
B:60454,A:26779,offset:1160,leaf block:207
B:61261,A:35533,offset:2304,leaf block:323
B:62009,A:21826,offset:280,leaf block:22
B:62517,A:26392,offset:2986,leaf block:354
B:62950,A:3417,offset:1556,leaf block:225
B:63882,A:92888,offset:874,leaf block:194
B:64651,A:5358,offset:1732,leaf block:233
B:65511,A:32339,offset:544,leaf block:56
B:66290,A:26183,offset:1952,leaf block:243
B:67063,A:60386,offset:1182,leaf block:208
B:67767,A:48347,offset:2502,leaf block:332
B:68527,A:49114,offset:412,leaf block:37
B:69290,A:16760,offset:1864,leaf block:239
B:70112,A:32543,offset:1050,leaf block:202
B:70941,A:92527,offset:1908,leaf block:241
B:71758,A:23571,offset:610,leaf block:59
B:72210,A:32172,offset:3030,leaf block:356
B:72689,A:9869,offset:1666,leaf block:230
B:73155,A:27492,offset:3162,leaf block:362
B:73580,A:84669,offset:918,leaf block:196
B:74380,A:61469,offset:1754,leaf block:234
B:75228,A:21920,offset:192,leaf block:14
B:75625,A:16519,offset:3052,leaf block:357
B:76082,A:45066,offset:1600,leaf block:227
B:76901,A:3530,offset:962,leaf block:198
B:77370,A:45042,offset:3184,leaf block:363
B:77786,A:63188,offset:1688,leaf block:231
B:78604,A:5492,offset:566,leaf block:57
B:79500,A:6597,offset:1842,leaf block:238
B:80265,A:85811,offset:1094,leaf block:204
B:81035,A:6126,offset:2018,leaf block:245
B:81911,A:21386,offset:302,leaf block:31
B:82717,A:10268,offset:1622,leaf block:228
B:83172,A:46978,offset:3206,leaf block:364
B:83602,A:89835,offset:830,leaf block:192
B:84063,A:98697,offset:2964,leaf block:353
B:84571,A:9764,offset:1578,leaf block:226
B:85033,A:59776,offset:3074,leaf block:358
B:85471,A:83888,offset:478,leaf block:53
B:86224,A:39031,offset:2172,leaf block:252
B:86980,A:61579,offset:1006,leaf block:244
B:87142,A:42336,offset:1974,leaf block:200
B:87905,A:39935,offset:2656,leaf block:339
B:88630,A:74063,offset:258,leaf block:21
B:89335,A:42509,offset:2810,leaf block:346
B:90013,A:10693,offset:1490,leaf block:222
B:90671,A:21582,offset:2920,leaf block:351
B:91364,A:38857,offset:720,leaf block:128
B:92062,A:98705,offset:2414,leaf block:328
B:92852,A:82534,offset:1270,leaf block:212
B:93665,A:57106,offset:1820,leaf block:237
B:94450,A:36182,offset:456,leaf block:41
B:95109,A:82179,offset:2854,leaf block:348
B:95803,A:39017,offset:1468,leaf block:221
B:96562,A:53131,offset:2832,leaf block:347
B:97236,A:69746,offset:808,leaf block:132
B:97963,A:33843,offset:2766,leaf block:344
B:98709,A:78567,offset:1512,leaf block:223
B:99367,A:91536,offset:2942,leaf block:352


這里B代表是ID1的值，A代表是ID2的值，那么這里我們
證明了在B+數的分支節點存儲了組合索引的全部鍵值，
這里存儲的是在葉子結點中物理位置的開始值
隨便查詢一下：
mysql> select * from testzh where id2=23;
+-------+------+-------+---------+
| id    | id2  | id3   | name    |
+-------+------+-------+---------+
| 99428 |   23 |  9079 | gaopeng |
|   378 |   23 | 59613 | gaopeng |
| 90301 |   23 | 93864 | gaopeng |
+-------+------+-------+---------+
3 rows in set (0.00 sec)


mysql> select * from testzh where id2=736;
+-------+------+-------+---------+
| id    | id2  | id3   | name    |
+-------+------+-------+---------+
|  2716 |  736 | 31951 | gaopeng |
| 95328 |  736 | 53286 | gaopeng |
| 75440 |  736 | 85983 | gaopeng |
+-------+------+-------+---------+
3 rows in set (0.00 sec)


mysql> select * from testzh where id2=1591;
+-------+------+-------+---------+
| id    | id2  | id3   | name    |
+-------+------+-------+---------+
| 10056 | 1591 | 58218 | gaopeng |
+-------+------+-------+---------+


可以看到這些值都是有的。


然后我們更進一步，為了算出每一行占用的空間，我需要取出根結點實際物理空間排序使用：
./dataview testzh.ibd 4 |awk -F ',' '{print $3}'|awk -F ':' '{print $2}'|sort -n
得出
126
148
170
192
214
236
258
........
3074
3096
3118
3140
3162
3184
3206


因為字段字節固定那么算出根結點中，一行數據占用的空間為22字節，6字節的行頭開銷，8字節的數據開銷，剩下的8字節
為一個指針(我只是猜測最后2個字節為塊號其他6個字節未知)，那么我們可以驗證查看指針指向塊的數據是否包含了我們根
結點的指向數據，我們知道B+樹中，所有葉子結點包含了分支節點的全部數據，一般來講只要我們驗證分支節點的指向數據
在葉子結點存在，則證明指向的塊正確。查詢的話，一旦定位到了頁塊那么剩下的工作就是二分法進行查找數據了。
因為我并沒搞懂指針所有位數的含義，但是最后幾個字節看起來像塊號，所以這樣驗證。
(當然懂得源碼的人來看我的方法太LOW了,我自己現在確實沒有能力看懂源碼)。


我們來驗證一下指向的塊中是否包含了指向的數據，這里leaf block沒有意義因為是葉子結點
寫一個腳本：
test.sh 
./dataview testzh.ibd 8     |grep B:23,A:59613
./dataview testzh.ibd 249   |grep B:736,A:31951
./dataview testzh.ibd 203   |grep B:1591,A:58218
./dataview testzh.ibd 324   |grep B:2390,A:34725
./dataview testzh.ibd 54    |grep B:3231,A:16448
./dataview testzh.ibd 360   |grep B:3647,A:95182
./dataview testzh.ibd 235   |grep B:4050,A:42271
./dataview testzh.ibd 201   |grep B:4751,A:62810
./dataview testzh.ibd 240   |grep B:5614,A:53731
./dataview testzh.ibd 34    |grep B:6482,A:29372
./dataview testzh.ibd 333   |grep B:7216,A:26606
......
一共驗證141行


[root@testmy test]# sh test.sh 
B:23,A:59613,offset:126,leaf block:24
B:736,A:31951,offset:126,leaf block:24
B:1591,A:58218,offset:126,leaf block:24
B:2390,A:34725,offset:126,leaf block:24
B:3231,A:16448,offset:126,leaf block:24
B:3647,A:95182,offset:126,leaf block:24
B:4050,A:42271,offset:126,leaf block:24
B:4751,A:62810,offset:126,leaf block:24
B:5614,A:53731,offset:126,leaf block:24
B:6482,A:29372,offset:126,leaf block:24
B:7216,A:26606,offset:126,leaf block:24
B:8028,A:78263,offset:126,leaf block:24
B:8777,A:61401,offset:126,leaf block:24
B:9562,A:34379,offset:126,leaf block:24
B:10353,A:93823,offset:126,leaf block:24
B:11114,A:50825,offset:126,leaf block:24
........
輸出141
如下：
[root@testmy test]# sh test.sh |wc -l
141
[root@testmy test]# cat test.sh|wc -l
141


那我們可以發現所有的根結點的記錄在葉子結點都找到了，而且我們可以看到偏移量都是物理偏移量的
126，及物理上的第一個記錄（因為我這里沒有delete過數據）則我們也驗證了分支節點存儲是物理位置
上塊中的第一個值，及這里的偏移量126的值。

最后我們取5個值畫一個圖，也許大家就明白了 上面是根結點，下面是葉子結點：
（注意葉子節點都是取得開始值，千萬不要以為葉子節點就一個值，并且實際上同一層B+樹是一個雙向鏈表
關于雙向鏈表參考：http://blog.itpub.net/7728585/viewspace-2125114/
）
MYSQL INNODB 組合索引分支節點數據解析

水平有限 如果有誤請告知


 ./b_level 工具源碼：

點擊(此處)折疊或打開

  1. #include<stdio.h>
  2. #include<stdlib.h>
  3. #include<string.h>


  6. void* reverse(void* p,int length) //Little_endian reverse
  7. {
  8.         int i;
  9.         char* s= (char*)(p);
  10.         char* temp = (char*)calloc(1,length);
  11.         memcpy(temp,s,length);


  14.         for(i=0;i<length;i++)
  15.         {
  16.         s[i] = temp[length-1-i];
  17.         }
  18.         free(temp);
  19.         temp=NULL;
  20.         return p;
  21. }


  24. int main(int argc, char* argv[])
  25. {
  26.         FILE* fd;
  27.         short n_lev;
  28.         long n_idx_id;
  29.         unsigned short b_type;
  30.         int i=0;
  31.         long ed;

  33.         if(argc != 2 )
  34.         {
  35.                         printf("USEAGE ERROR useage:./tool dbf \n");
  36.                         exit(2);
  37.         }

  39.         if(!(fd = fopen(argv[1],"r")))
  40.     {
  41.             perror("error:");
  42.             exit(1);
  43.     }
  44.                 fseek(fd,0,SEEK_END);
  45.                 ed=ftell(fd);
  46.                 fseek(fd,0,0);
  47.         printf("file size is %ld\n",ed);
  48.         while(ftell(fd)<ed)
  49.                 {
  50.                         fseek(fd,24,1);
  51.                         //printf("%d\n",ftell(fd));
  52.                         fread(&b_type,2,1,fd);
  53.                         fseek(fd,38,1);
  54.                         //printf("%d\n",ftell(fd));
  55.                         fread(&n_lev,2,1,fd);
  56.                         fread(&n_idx_id,8,1,fd);
  57.                         i++;
  58.                         fseek(fd,16384*i,0);
  59.                         reverse(&n_idx_id,8);
  60.                         reverse(&n_lev,2);
  61.                         if(b_type == (unsigned short)0Xbf45)
  62.                                 {
  63.                                         printf("Block id is %d:Index page no is %ld : B+ Tree Level is %d\n",i-1,n_idx_id,n_lev);
  64.                                 }
  65.                 }
  66.          
  67. }

 ./dataview 源碼，此工具只對2列init數據類型 的組合索引讀取分支節點有效，因為寫死了

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  1. #include<stdio.h>
  2. #include<stdlib.h>
  3. #include<string.h>

  5. void* reverse(void* p,int length) //Little_endian reverse
  6. {
  7.         int i;
  8.         char* s= (char*)(p);
  9.         char* temp = (char*)calloc(1,length);
  10.         memcpy(temp,s,length);


  13.         for(i=0;i<length;i++)
  14.         {
  15.         s[i] = temp[length-1-i];
  16.         }
  17.         free(temp);
  18.         temp=NULL;
  19.         return p;
  20. }



  24. int main(int argc,char *argv[])
  25. {
  26.         FILE* fd;
  27.         long blofset;
  28.         short level;
  29.         long int index_no;
  30.         short initof;
  31.         int B;
  32.         int A;
  33.         unsigned short C;
  34.         int reofset;


  37.         if(argc != 3 )
  38.         {
  39.                 printf("USEAGE ERROR useage:./tool dbf pageno\n");
  40.                 exit(3);
  41.         }

  43.         if(!(fd = fopen(argv[1],"r")))
  44.         {
  45.                 perror("error:");
  46.                 exit(1);
  47.         }

  49.         sscanf(argv[2],"%ld",&blofset);
  50.         fseek(fd,blofset*16*1024,SEEK_SET);
  51.         fseek(fd,64,SEEK_CUR);
  52.         fread(&level,2,1,fd);
  53.         fread(&index_no,8,1,fd);
  54.         reverse(&level,2);
  55.         reverse(&index_no,8);
  56.         fseek(fd,23,SEEK_CUR);
  57.         fread(&initof,2,1,fd);
  58.         reverse(&initof,2);
  59.         printf("Index_no is:%ld\n",index_no);
  60.         if(initof != 0 )
  61.         {
  62.                 printf("find first one record!\n");
  63.                 while(1)
  64.                 {
  65.                         fseek(fd,initof-2,SEEK_CUR);
  66.                         fread(&initof,2,1,fd);
  67.                         reverse(&initof,2);
  68.                         if(initof == 0)
  69.                         {
  70.                                 break;
  71.                         }
  72.                         else
  73.                         {
  74.                                 fread(&B,4,1,fd);
  75.                                 fread(&A,4,1,fd);
  76.                                 fseek(fd,6,SEEK_CUR);
  77.                                 fread(&C,2,1,fd);
  78.                                 fseek(fd,-16,SEEK_CUR);
  79.                                 reverse(&B,4);
  80.                                 reverse(&A,4);
  81.                                 reverse(&C,2);
  82.                                 A=A^0X80000000;
  83.                                 B=B^0X80000000;
  84.                                 printf("B:%d,A:%d,offset:%ld,leaf block:%ld\n",B,A,ftell(fd)-blofset*16*1024,C);
  85.                         }

  87.                 }
  88.         }
  89.         else
  90.         {
  91.                 printf("no record find!\n");
  92.                 exit(2);
  93.         }
  94. }

          MYSQL INNODB 組合索引分支節點數據解析
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