MySQL的子查询及相关优化学习教程

2019-01-04 20:20:24于丽

从查询执行计划看,子查询存在,MySQL没有进一步做子查询的优化工作。

 

示例三,MySQL支持对IN类型的子查询的优化,按也有不支持的情况存在:

IN非相关子查询,查询执行计划如下:

mysql> EXPLAIN EXTENDED SELECT * FROM t1 WHERE t1.a1 IN (SELECT a2 FROM t2 WHERE t2.a2>10);
+----+--------------+-------------+------+------+----------------------------------------------------+ | id | select_type | table | type | key | Extra | +----+--------------+-------------+------+------+----------------------------------------------------+ | 1 | SIMPLE | <subquery2> | ALL | NULL | NULL | | 1 | SIMPLE | t1 | ALL | NULL | Using where; Using join buffer (Block Nested Loop) | | 2 | MATERIALIZED | t2 | ALL | NULL | Using where | +----+--------------+-------------+------+------+----------------------------------------------------+ 3 rows in set, 1 warning (0.00 sec)

被查询优化器处理后的语句为:

/* select#1 */ select `test`.`t1`.`id1` AS `id1`,`test`.`t1`.`a1` AS `a1`, `test`.`t1`.`b1` AS `b1` from `test`.`t1` semi join (`test`.`t2`) where ((`test`.`t1`.`a1` = `<subquery2>`.`a2`) and (`test`.`t2`.`a2` > 10))

从查询执行计划看,表t2被物化后,与表t1执行了半连接(semi join)。尽管有“subquery2”这样的内容看起来是子查询,但是表t2已经被上拉到表t1层执行了半连接,所以MySQL支持IN子查询优化为半连接操作。

 

另外一个IN非相关子查询,查询执行计划如下:

mysql> EXPLAIN EXTENDED SELECT * FROM t1 WHERE t1.a1 IN (SELECT a2 FROM t2 WHERE t2.a2=10);
+----+--------------+-------------+------+------+----------------------------------------------------+ | id | select_type | table | type | key | Extra | +----+--------------+-------------+------+------+----------------------------------------------------+ | 1 | SIMPLE | <subquery2> | ALL | NULL | Using where | | 1 | SIMPLE | t1 | ALL | NULL | Using where; Using join buffer (Block Nested Loop) | | 2 | MATERIALIZED | t2 | ALL | NULL | Using where | +----+--------------+-------------+------+------+----------------------------------------------------+ 3 rows in set, 1 warning (0.02 sec)

被查询优化器处理后的语句为:

/* select#1 */ select `test`.`t1`.`id1` AS `id1`,`test`.`t1`.`a1` AS `a1`, `test`.`t1`.`b1` AS `b1` from `test`.`t1` semi join (`test`.`t2`) where ((`<subquery2>`.`a2` = 10) and (`test`.`t1`.`a1` = 10) and (`test`.`t2`.`a2` = 10))

从查询执行计划看,子查询不存在,表t1和t2直接做了块嵌套循环半连接(Block Nested Loop),把子查询上拉到父查询中用嵌套循环半连接完成IN操作。另外,由于子查询上拉,使得增加连接条件“a1=a2”,而原先的条件“a2=10”可以利用常量传递优化技术,使得“a1=a2=10”,所以查询执行计划中,两个索引扫描的条件分别为:a1 = 10、a2 = 10。