MySQL优化之BTree索引使用规则
从一道题开始分析:
假设某个表有一个联合索引(c1,c2,c3,c4)以下那个只能使用该联合索引的c1,c2,c3部分
explain select * from t where c1='a1' and c2='a2' and c4='a4' and c3='a3';
explain select * from t where c1='a1' and c2='a2' and c4='a4' order by c3;
explain select * from t where c1='a1' and c2='a2' and c4='a4' order by c1;
explain select * from t where c1='a1' and c4='a4'group by c3,c2;
explain select * from t where c1='a1' and c4='a4'group by c2,c3;
explain select * from t where c1='a1' and c4='a4'order by c2,c3;
explain select * from t where c1='a1' and c5='a5' order by c2,c3;
创建表后插入数据:
insert into t
values
('a1','a2','a3','a4','a5'),
('b1','b2','b3','b4','b5');
添加索引:
alter table t add index c1234(c1,c2,c3,c4);
mysql> explain select * from t where c1='a1' and c2='a2' and c4='a4' and c3='a3’;(MySQL执行时会改变其中的位置,c3会在c4的前边)
+----+-------------+-------+------+---------------+-------+---------+-------------------------+------+-----------------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+-------+------+---------------+-------+---------+-------------------------+------+-----------------------+
| 1 | SIMPLE | t | ref | c1234 | c1234 | 168 | const,const,const,const | 1 | Using index condition |
+----+-------------+-------+------+---------------+-------+---------+-------------------------+------+-----------------------+
1 行于数据集 (0.05 秒)
mysql> explain select * from t where c2='a1' and c3='a4’; (根据索引的左前缀规则,c2,c3部分没有索引)
+----+-------------+-------+------+---------------+------+---------+------+------+-------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+-------+------+---------------+------+---------+------+------+-------------+
| 1 | SIMPLE | t | ALL | NULL | NULL | NULL | NULL | 4 | Using where |
+----+-------------+-------+------+---------------+------+---------+------+------+-------------+
1 行于数据集 (0.08 秒)
mysql> explain select * from t where c1='a1' and c2='a2' and c4='a4' order by c3;(根据索引的左前缀规则,order by部分没有索引)
+----+-------------+-------+------+---------------+-------+---------+-------------+------+------------------------------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+-------+------+---------------+-------+---------+-------------+------+------------------------------------+
| 1 | SIMPLE | t | ref | c1234 | c1234 | 84 | const,const | 1 | Using index condition; Using where |
+----+-------------+-------+------+---------------+-------+---------+-------------+------+------------------------------------+
1 行于数据集 (0.08 秒)
mysql> explain select * from t where c1='a1' and c2='a2' and c4='a4' order by c1;(根据索引的左前缀规则,order by使用了索引,可以存在where与order by同时使用索引的情况)
+----+-------------+-------+------+---------------+-------+---------+-------------+------+-----------------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+-------+------+---------------+-------+---------+-------------+------+-----------------------+
| 1 | SIMPLE | t | ref | c1234 | c1234 | 84 | const,const | 1 | Using index condition |
+----+-------------+-------+------+---------------+-------+---------+-------------+------+-----------------------+
1 行于数据集 (0.09 秒)
(以下四组对比,说明在group by 和order by 中,使用索引的顺序,可以避免使用临时表和filesort)
mysql> explain select * from t where c1='a1' and c4=‘a4' group by c3,c2;
+----+-------------+-------+------+---------------+-------+---------+-------+------+---------------------------------------------------------------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+-------+------+---------------+-------+---------+-------+------+---------------------------------------------------------------------+
| 1 | SIMPLE | t | ref | c1234 | c1234 | 42 | const | 1 | Using index condition; Using where; Using temporary; Using filesort |
+----+-------------+-------+------+---------------+-------+---------+-------+------+---------------------------------------------------------------------+
1 行于数据集 (0.09 秒)
mysql> explain select * from t where c1='a1' and c4='a4'group by c2,c3;
+----+-------------+-------+------+---------------+-------+---------+-------+------+------------------------------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+-------+------+---------------+-------+---------+-------+------+------------------------------------+
| 1 | SIMPLE | t | ref | c1234 | c1234 | 42 | const | 1 | Using index condition; Using where |
+----+-------------+-------+------+---------------+-------+---------+-------+------+------------------------------------+
1 行于数据集 (0.12 秒)
mysql> explain select * from t where c1='a1' and c4='a4'order by c2,c3;
+----+-------------+-------+------+---------------+-------+---------+-------+------+------------------------------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+-------+------+---------------+-------+---------+-------+------+------------------------------------+
| 1 | SIMPLE | t | ref | c1234 | c1234 | 42 | const | 1 | Using index condition; Using where |
+----+-------------+-------+------+---------------+-------+---------+-------+------+------------------------------------+
1 行于数据集 (0.13 秒)
mysql> explain select * from t where c1='a1' and c5='a5' order by c3,c2;(使用的c1索引)
+----+-------------+-------+------+---------------+-------+---------+-------+------+----------------------------------------------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+-------+------+---------------+-------+---------+-------+------+----------------------------------------------------+
| 1 | SIMPLE | t | ref | c1234 | c1234 | 42 | const | 1 | Using index condition; Using where; Using filesort |
+----+-------------+-------+------+---------------+-------+---------+-------+------+----------------------------------------------------+
1 行于数据集 (0.15 秒)