相信很多人在mysql中看到了where条件中使用到了or就会以为这样是不会走索引的,通常会使用union all或者in 来进行优化,事实并不是想象的这样具体问题具体分析。
下面我们来看看
首先我们用sysbench生成两个100w行的表
表结构如下
mysql> show create table sbtest1 \G; *************************** 1. row *************************** Table: sbtest1 Create Table: CREATE TABLE `sbtest1` ( `id` int(11) NOT NULL AUTO_INCREMENT, `k` int(11) NOT NULL DEFAULT '0', `c` char(120) NOT NULL DEFAULT '', `pad` char(60) NOT NULL DEFAULT '', PRIMARY KEY (`id`), KEY `k_1` (`k`), KEY `c_1` (`c`) ) ENGINE=InnoDB AUTO_INCREMENT=1000001 DEFAULT CHARSET=latin1 1 row in set (0.00 sec) ERROR: No query specified mysql> show create table sbtest2 \G; *************************** 1. row *************************** Table: sbtest2 Create Table: CREATE TABLE `sbtest2` ( `id` int(11) NOT NULL AUTO_INCREMENT, `k` int(11) NOT NULL DEFAULT '0', `c` char(120) NOT NULL DEFAULT '', `pad` char(60) NOT NULL DEFAULT '', PRIMARY KEY (`id`), KEY `k_2` (`k`), KEY `c_2` (`c`) ) ENGINE=InnoDB AUTO_INCREMENT=1000001 DEFAULT CHARSET=latin1 1 row in set (0.00 sec) ERROR: No query specified
1.首先我们使用同一列带索引字段的进行查询。
mysql> explain select * from sbtest1 where k='501462' or k='502480'; +----+-------------+---------+------------+-------+---------------+------+---------+------+------+----------+-----------------------+ | id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | Extra | +----+-------------+---------+------------+-------+---------------+------+---------+------+------+----------+-----------------------+ | 1 | SIMPLE | sbtest1 | NULL | range | k_1 | k_1 | 4 | NULL | 214 | 100.00 | Using index condition | +----+-------------+---------+------------+-------+---------------+------+---------+------+------+----------+-----------------------+
从执行计划中看出这样是可以使用到索引的,另外我们使用in 或者union all来看。
mysql> explain select pad from sbtest1 where k in ('501462','502480'); +----+-------------+---------+------------+-------+---------------+------+---------+------+------+----------+-----------------------+ | id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | Extra | +----+-------------+---------+------------+-------+---------------+------+---------+------+------+----------+-----------------------+ | 1 | SIMPLE | sbtest1 | NULL | range | k_1 | k_1 | 4 | NULL | 214 | 100.00 | Using index condition | +----+-------------+---------+------------+-------+---------------+------+---------+------+------+----------+-----------------------+
in的执行计划和or相同。
mysql> explain select pad from sbtest1 where k='501462' union all select pad from sbtest1 where k='502480'; +----+-------------+---------+------------+------+---------------+------+---------+-------+------+----------+-------+ | id | select_type | table | partitions | type | possible_keys | key | key_len | ref | rows | filtered | Extra | +----+-------------+---------+------------+------+---------------+------+---------+-------+------+----------+-------+ | 1 | PRIMARY | sbtest1 | NULL | ref | k_1 | k_1 | 4 | const | 113 | 100.00 | NULL | | 2 | UNION | sbtest1 | NULL | ref | k_1 | k_1 | 4 | const | 101 | 100.00 | NULL |
虽然执行计划不通但union all估计的查询行数和上面相同。
2.我们再来看看不同列带索引字段的进行查询
mysql> explain select pad from sbtest1 where k='501462