建表
CREATE TABLE IF NOT EXISTS `class` (
`id` INT(10) UNSIGNED NOT NULL AUTO_INCREMENT,
`card` INT(10) UNSIGNED NOT NULL,
PRIMARY KEY (`id`)
);
CREATE TABLE IF NOT EXISTS `book` (
`bookid` INT(10) UNSIGNED NOT NULL AUTO_INCREMENT,
`card` INT(10) UNSIGNED NOT NULL,
PRIMARY KEY (`bookid`)
);
INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO book(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO book(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO book(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO book(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO book(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO book(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO book(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO book(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO book(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO book(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO book(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO book(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO book(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO book(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO book(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO book(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO book(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO book(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO book(card) VALUES(FLOOR(1 + (RAND() * 20)));
INSERT INTO book(card) VALUES(FLOOR(1 + (RAND() * 20)));
题目
查询card对应的book的所有的信息
查询一
EXPLAIN SELECT * FROM class LEFT JOIN book ON class.card = book.card;
我们可以看到type中都是all,我们优化中最主要关注的就是type,也就是说他是全表扫描,我们对他进行优化
查询二
添加索引
ALTER TABLE `book` ADD INDEX Y ( `card`);
再次执行查询语句
EXPLAIN SELECT * FROM class LEFT JOIN book ON class.card = book.card;
- 我们会发现表book查询type变为了ref,rows的变化也非常明显
- left join 条件用于确定如何从右表搜索行,左边一定有,所以右边是我们的关键点,一定需要建立索引
- 假设我们给左表新建索引,那么查询如下
# 删除原先的索引
DROP INDEX Y ON book;
# 新建索引
ALTER TABLE class ADD INDEX X (card);
# 查询
EXPLAIN SELECT * FROM class LEFT JOIN book ON class.card = book.card;
我们会发现他优化的并不明显
总结
- 保证被驱动表的join字段已经被索引
- left join时,选择小表作为驱动表,大表作为被驱动表。
- inner join的时候mysql自己会帮你把最小结果集的表选为驱动表
- 子查询尽量不要放在被驱动表,有可能使用不到索引
- 如果必须用到子查询,可将子查询设置为驱动表,因为驱动表的type肯定是all,而子查询返回的结果表没有索引,必定也是all,例子如下
SELECT a.name ,bc.name FROM t_emp a LEFT JOIN
(SELECT b.id , c.name FROM t_dept b
INNER JOIN t_emp c ON b.ceo = c.id)bc
ON bc.id = a.deptid.
- 上面代码用到了子查询,其中临时表
bc
必然没有索引,那么他就会进行全表的扫描 - 可以使用两个left join来进行优化,如下
SELECT a.name , c.name FROM t_emp a
LEFT OUTER JOIN t_dept b ON a.deptid = b.id
LEFT OUTER JOIN t_emp c ON b.ceo=c.id
这样,所有的条件都会用到索引