SQL优化案例分享--联合索引
下面这个SQL如何优化：desc select count(*) as total from Art_Person a, Art_Works b where a.PersonCode=b.PersonCode;
+----+-------------+-------+-------+---------------+------------+---------+---------------------+--------+-------------+
|> +----+-------------+-------+-------+---------------+------------+---------+---------------------+--------+-------------+
|1 | SIMPLE | b | index | PersonCode | PersonCode | 25 | NULL | 166904 | Using index |
|1 | SIMPLE | a | ref | PersonCode | PersonCode | 24 | newart.b.PersonCode | 1 | Using index |
+----+-------------+-------+-------+---------------+------------+---------+---------------------+--------+-------------+
2 rows in set (0.00 sec)
mysql> show profile for query 2;
+----------------------+----------+
| Status | Duration |
+----------------------+----------+
| starting | 0.000149 |
| checking permissions | 0.000015 |
| checking permissions | 0.000015 |
| Opening tables | 0.000049 |
| System lock | 0.000032 |
| init | 0.000065 |
| optimizing | 0.000032 |
| statistics | 0.000053 |
| preparing | 0.000039 |
| executing | 0.000019 |
| Sending data | 2.244108 |
| end | 0.000042 |
| query end | 0.000008 |
| closing tables | 0.000023 |
| freeing items | 0.000038 |
| logging slow query | 0.000007 |
| logging slow query | 0.000008 |
| cleaning up | 0.000008 |
+----------------------+----------+
18 rows in set (0.00 sec)
mysql> show create table Art_Works\G
*************************** 1. row ***************************
Table: Art_Works
Create Table: CREATE TABLE `Art_Works` (
`PID` int(11) NOT NULL AUTO_INCREMENT,
PRIMARY KEY (`PID`),
KEY `ViewCount` (`ViewCount`),
KEY `PersonCode` (`PersonCode`) USING BTREE,
KEY `GoodsStatus` (`GoodsStatus`) USING BTREE,
KEY `CreateTime` (`CreateTime`) USING BTREE,
KEY `RelWorkID` (`RelWorkID`) USING BTREE
) ENGINE=MyISAM AUTO_INCREMENT=210549 DEFAULT CHARSET=utf8
mysql> show create table Art_Person\G
*************************** 1. row ***************************
Table: Art_Person
Create Table: CREATE TABLE `Art_Person` (
`PID` int(11) NOT NULL AUTO_INCREMENT,
PRIMARY KEY (`PID`),
UNIQUE KEY `MemberID` (`MemberID`),
KEY `PersonCode` (`PersonCode`) USING BTREE
) ENGINE=MyISAM AUTO_INCREMENT=8699 DEFAULT CHARSET=utf8
1 row in set (0.00 sec)
解决办法（索引的问题）：带着主键，改成联合索引。count() 的时候 带上 主键 就ok了 不然不会走的。其实这个索引就是为了小表驱动大表，只是大表的索引 对count（）而言 没用。加上 主键 就可以了。
mysql>> Query OK, 8666 rows affected (0.49 sec)
Records: 8666Duplicates: 0Warnings: 0
mysql>> Query OK, 166904 rows affected (6.02 sec)
Records: 166904Duplicates: 0Warnings: 0
mysql> descselect sql_no_cache count(*) as total from Art_Works b,Art_Person a force index (PersonCode) where b.PersonCode=a.PersonCode;
+----+-------------+-------+-------+-------------------+------------+---------+---------------------+------+--------------------------+
|> +----+-------------+-------+-------+-------------------+------------+---------+---------------------+------+--------------------------+
|1 | SIMPLE | a | index | PersonCode | PersonCode | 24 | NULL | 8666 | Using index |
|1 | SIMPLE | b | ref | PersonCode,idx_PU |> +----+-------------+-------+-------+-------------------+------------+---------+---------------------+------+--------------------------+
2 rows in set (0.00 sec)
下面是删除索引，看看count(1)这么走。
mysql>> Query OK, 8666 rows affected (0.45 sec)
Records: 8666Duplicates: 0Warnings: 0
mysql>> Query OK, 166904 rows affected (3.90 sec)
Records: 166904Duplicates: 0Warnings: 0
mysql>select sql_no_cache count(1) as total from Art_Works b,Art_Person a force index (PersonCode) where b.PersonCode=a.PersonCode;
+--------+
| total|
+--------+
| 166657 |
+--------+
1 row in set (2.38 sec)
mysql>> Query OK, 166904 rows affected (4.32 sec)
Records: 166904Duplicates: 0Warnings: 0
mysql>select sql_no_cache count(1) as total from Art_Works b,Art_Person a force index (PersonCode) where b.PersonCode=a.PersonCode;
+--------+
| total|
+--------+
| 166657 |
+--------+
1 row in set (0.44 sec)
mysql> desc select sql_no_cache count(1) as total from Art_Works b,Art_Person a force index (PersonCode) where b.PersonCode=a.PersonCode;
+----+-------------+-------+-------+-------------------+------------+---------+---------------------+------+--------------------------+
|> +----+-------------+-------+-------+-------------------+------------+---------+---------------------+------+--------------------------+
|1 | SIMPLE | a | index | PersonCode | PersonCode | 24 | NULL | 8666 | Using index |
|1 | SIMPLE | b | ref | PersonCode,idx_PU |> +----+-------------+-------+-------+-------------------+------------+---------+---------------------+------+--------------------------+
2 rows in set (0.00 sec)
下面是去掉大表的索引：把大表的索引去掉count(PersonCode) 也没用，还是不走索引
mysql>> Query OK, 166904 rows affected (3.82 sec)
Records: 166904Duplicates: 0Warnings: 0
mysql> desc select sql_no_cache count(b.PersonCode) as total from Art_Works b,Art_Person a force index (PersonCode) where b.PersonCode=a.PersonCode;
+----+-------------+-------+-------+---------------+------------+---------+---------------------+--------+-------------+
|> +----+-------------+-------+-------+---------------+------------+---------+---------------------+--------+-------------+
|1 | SIMPLE | b | index | PersonCode | PersonCode | 25 | NULL | 166904 | Using index |
|1 | SIMPLE | a | ref | PersonCode | PersonCode | 24 | newart.b.PersonCode | 13 | Using index |
+----+-------------+-------+-------+---------------+------------+---------+---------------------+--------+-------------+
2 rows in set (0.00 sec)
mysql>select sql_no_cache count(b.PersonCode) as total from Art_Works b,Art_Person a force index (PersonCode) where b.PersonCode=a.PersonCode;
+--------+
| total|
+--------+
| 166657 |
+--------+
1 row in set (2.47 sec)
mysql>> Query OK, 166904 rows affected (4.23 sec)
Records: 166904Duplicates: 0Warnings: 0
mysql>select sql_no_cache count(b.PersonCode) as total from Art_Works b,Art_Person a force index (PersonCode) where b.PersonCode=a.PersonCode;
+--------+
| total|
+--------+
| 166657 |
+--------+
1 row in set (0.44 sec)
=====================下面是线上实验结果========================================
mysql> desc select sql_no_cache count(*) as total from Art_Works b,Art_Person a force index (PersonCode) where b.PersonCode=a.PersonCode;
+----+-------------+-------+-------+---------------+------------+---------+---------------------+--------+-------------+
| id | select_type | table | type| possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+-------+-------+---------------+------------+---------+---------------------+--------+-------------+
|1 | SIMPLE | b | index | PersonCode | PersonCode | 25 | NULL | 173223 | Using index |
|1 | SIMPLE | a | ref | PersonCode | PersonCode | 24 | newart.b.PersonCode | 13 | Using index |
+----+-------------+-------+-------+---------------+------------+---------+---------------------+--------+-------------+
2 rows in set (0.00 sec)
mysql>alter table Art_Works add index idx_PU(PersonCode,PID);
Query OK, 173223 rows affected (5.73 sec)
Records: 173223Duplicates: 0Warnings: 0
mysql> desc select sql_no_cache count(*) as total from Art_Works b,Art_Person a force index (PersonCode) where b.PersonCode=a.PersonCode;
+----+-------------+-------+-------+-------------------+------------+---------+---------------------+------+--------------------------+
| id | select_type | table | type| possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+-------+-------+-------------------+------------+---------+---------------------+------+--------------------------+
|1 | SIMPLE | a | index | PersonCode | PersonCode | 24 | NULL | 8910 | Using index |
|1 | SIMPLE | b | ref | PersonCode,idx_PU | idx_PU | 25 | newart.a.PersonCode | 1 | Using where; Using index |
+----+-------------+-------+-------+-------------------+------------+---------+---------------------+------+--------------------------+
2 rows in set (0.00 sec)
页:
[1]