mysql 执行计划的理解

1、执行计划就是在sql语句之前加上explain，使用desc 也可以。
2、desc有两个选项extended和partitions，desc extended 将原sql语句进行优化，通过show warnings 可以看到优化后的sql语句。
desc partitions 可以查看使用分区表的信息。
3、比如：
mysql> desc select * from student;
+----+-------------+---------+------+---------------+------+---------+------+------+-------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+------+---------------+------+---------+------+------+-------+
| 1 | SIMPLE | student | ALL | NULL | NULL | NULL | NULL | 5 | |
+----+-------------+---------+------+---------------+------+---------+------+------+-------+

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id 是执行计划的编号，可以理解为方法的调用堆栈，调用堆栈先进后出，id越大，越先执行，如下：
mysql> desc select * from student where id>1 union select * from student where id<5;
+------+--------------+------------+------+---------------+------+---------+------+------+-------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+------+--------------+------------+------+---------------+------+---------+------+------+-------------+
| 1 | PRIMARY | student | ALL | ID | NULL | NULL | NULL | 5 | Using where |
| 2 | UNION | student | ALL | ID | NULL | NULL | NULL | 5 | Using where |
| NULL | UNION RESULT | <union1,2> | ALL | NULL | NULL | NULL | NULL | NULL | |
+------+--------------+------------+------+---------------+------+---------+------+------+-------------+

mysql> desc select * from student where id in (select id from student where name='Andy');
+----+--------------------+---------+------+---------------+------+---------+------+------+-------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+--------------------+---------+------+---------------+------+---------+------+------+-------------+
| 1 | PRIMARY | student | ALL | NULL | NULL | NULL | NULL | 5 | Using where |
| 2 | DEPENDENT SUBQUERY | student | ALL | ID | NULL | NULL | NULL | 5 | Using where |
+----+--------------------+---------+------+---------------+------+---------+------+------+-------------+
2 rows in set

---

select_type 查询类型，主要的取值如下：
1、simple，只是简单的查询。如下：
mysql> desc select * from student;
+----+-------------+---------+------+---------------+------+---------+------+------+-------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+------+---------------+------+---------+------+------+-------+
| 1 | SIMPLE | student | ALL | NULL | NULL | NULL | NULL | 4 | |
+----+-------------+---------+------+---------------+------+---------+------+------+-------+

2、primary/union/union result，组合查询
mysql> desc select * from student where id>1 union select * from student where id<4;
+------+--------------+------------+-------+---------------+---------+---------+------+------+-------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+------+--------------+------------+-------+---------------+---------+---------+------+------+-------------+
| 1 | PRIMARY | student | range | PRIMARY | PRIMARY | 4 | NULL | 3 | Using where |
| 2 | UNION | student | range | PRIMARY | PRIMARY | 4 | NULL | 3 | Using where |
| NULL | UNION RESULT | <union1,2> | ALL | NULL | NULL | NULL | NULL | NULL | |
+------+--------------+------------+-------+---------------+---------+---------+------+------+-------------+

3、primary/dependent subquery，依赖子查询
mysql> desc select * from student where id in (select sid from sc where score>80);
+----+--------------------+---------+------+---------------+------+---------+------+------+-------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+--------------------+---------+------+---------------+------+---------+------+------+-------------+
| 1 | PRIMARY | student | ALL | NULL | NULL | NULL | NULL | 4 | Using where |
| 2 | DEPENDENT SUBQUERY | sc | ALL | NULL | NULL | NULL | NULL | 6 | Using where |
+----+--------------------+---------+------+---------------+------+---------+------+------+-------------+

4、primary/derived, 查询的目标不是物理表，也就是使用了临时表
mysql> desc select min(id) from (select id from student where name='Andy') t1;
+----+-------------+------------+------+---------------+-----------+---------+------+------+--------------------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+------------+------+---------------+-----------+---------+------+------+--------------------------+
| 1 | PRIMARY | <derived2> | ALL | NULL | NULL | NULL | NULL | 2 | |
| 2 | DERIVED | student | ref | stu_index | stu_index | 51 | | 2 | Using where; Using index |
+----+-------------+------------+------+---------------+-----------+---------+------+------+--------------------------+

---

table 引用的表

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type是指访问类型，主要的取值有 all，index，range，ref，eq_ref，const，system，null
1、all 遍历全表
mysql> desc select name from student;
+----+-------------+---------+------+---------------+------+---------+------+------+-------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+------+---------------+------+---------+------+------+-------+
| 1 | SIMPLE | student | ALL | NULL | NULL | NULL | NULL | 4 | |
+----+-------------+---------+------+---------------+------+---------+------+------+-------+

2、index 使用索引，遍历索引树

mysql> create index index_name on student(name);
Query OK, 0 rows affected
Records: 0 Duplicates: 0 Warnings: 0

mysql> show index from student;
+---------+------------+------------+--------------+-------------+-----------+-------------+----------+--------+------+------------+---------+---------------+
| Table | Non_unique | Key_name | Seq_in_index | Column_name | Collation | Cardinality | Sub_part | Packed | Null | Index_type | Comment | Index_comment |
+---------+------------+------------+--------------+-------------+-----------+-------------+----------+--------+------+------------+---------+---------------+
| student | 0 | PRIMARY | 1 | ID | A | 3 | NULL | NULL | | BTREE | | |
| student | 1 | index_name | 1 | NAME | A | 3 | NULL | NULL | YES | BTREE | | |
+---------+------------+------------+--------------+-------------+-----------+-------------+----------+--------+------+------------+---------+---------------+
2 rows in set

mysql> desc select name from student;
+----+-------------+---------+-------+---------------+------------+---------+------+------+-------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+-------+---------------+------------+---------+------+------+-------------+
| 1 | SIMPLE | student | index | NULL | index_name | 51 | NULL | 4 | Using index |
+----+-------------+---------+-------+---------------+------------+---------+------+------+-------------+

3、range 使用索引，扫描范围
mysql> desc select name from student where name in ('Andy','Bill');
+----+-------------+---------+-------+---------------+------------+---------+------+------+--------------------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+-------+---------------+------------+---------+------+------+--------------------------+
| 1 | SIMPLE | student | range | index_name | index_name | 51 | NULL | 3 | Using where; Using index |
+----+-------------+---------+-------+---------------+------------+---------+------+------+--------------------------+

4、ref 可以认为使用辅助索引，可能会有多个记录匹配。

　　注意ref 与eq_ref的区别，eq_ref是使用主键索引，而ref是使用辅助索引，根据innodb的索引实现，对于辅助索引，先找到主键的值，再使用主键索引定位到记录。
会有多个name为Andy的记录
mysql> desc select name from student where name ='Andy';
+----+-------------+---------+------+---------------+------------+---------+-------+------+--------------------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+------+---------------+------------+---------+-------+------+--------------------------+
| 1 | SIMPLE | student | ref | index_name | index_name | 51 | const | 2 | Using where; Using index |
+----+-------------+---------+------+---------------+------------+---------+-------+------+--------------------------+
id为2的查询，对于teacher的一个name，从student找到找到所有name相同的记录
mysql> desc select * from student,teacher where student.name=teacher.name;
+----+-------------+---------+-------+---------------+------------+---------+---------------------+------+-------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+-------+---------------+------------+---------+---------------------+------+-------------+
| 1 | SIMPLE | teacher | index | index_name | index_name | 195 | NULL | 1 | Using index |
| 1 | SIMPLE | student | ref | index_name | index_name | 51 | testsc.teacher.NAME | 1 | Using where |
+----+-------------+---------+-------+---------------+------------+---------+---------------------+------+-------------+
5、eq_ref，使用主键索引，只有一个记录匹配，如下：
因为id是student主键，student只有一条记录匹配teacher的id。
mysql> desc select * from student,teacher where student.id=teacher.id;
+----+-------------+---------+--------+---------------+------------+---------+-------------------+------+-------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+--------+---------------+------------+---------+-------------------+------+-------------+
| 1 | SIMPLE | teacher | index | PRIMARY | index_name | 195 | NULL | 1 | Using index |
| 1 | SIMPLE | student | eq_ref | PRIMARY | PRIMARY | 4 | testsc.teacher.ID | 1 | |
+----+-------------+---------+--------+---------------+------------+---------+-------------------+------+-------------+
6、const mysql对查询优化，转化为常量
mysql> desc select * from student where student.id=10001;
+----+-------------+---------+-------+---------------+---------+---------+-------+------+-------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+-------+---------------+---------+---------+-------+------+-------+
| 1 | SIMPLE | student | const | PRIMARY | PRIMARY | 4 | const | 1 | |
+----+-------------+---------+-------+---------------+---------+---------+-------+------+-------+
1 row in set
7、system 是const的一个特例，查询的记录只有一条
mysql> desc select id from (select * from student where student.id=10001) t1;
+----+-------------+------------+--------+---------------+---------+---------+------+------+-------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+------------+--------+---------------+---------+---------+------+------+-------+
| 1 | PRIMARY | <derived2> | system | NULL | NULL | NULL | NULL | 1 | |
| 2 | DERIVED | student | const | PRIMARY | PRIMARY | 4 | | 1 | |
+----+-------------+------------+--------+---------------+---------+---------+------+------+-------+
2 rows in set
8、null 没有记录，都不需要执行查询
mysql> desc select 1;
+----+-------------+-------+------+---------------+------+---------+------+------+----------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+-------+------+---------------+------+---------+------+------+----------------+
| 1 | SIMPLE | NULL | NULL | NULL | NULL | NULL | NULL | NULL | No tables used |
+----+-------------+-------+------+---------------+------+---------+------+------+----------------+
1 row in set

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possible_keys 可能用到的索引

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key 用到的索引

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key_len 用到的索引长度，和三个因素有关：
是否允许为null，允许为null 多出一个字节标识是不是null
是否变长，变长多出两个字节表示长度
字符编码，不同字符编码，同一个字符占用的内存不一样latin1[1]，gb2312[2]，gbk[2]，utf8[3]

---

ref 匹配的条件
mysql> desc select * from student,teacher where student.name=teacher.name;
+----+-------------+---------+-------+---------------+------------+---------+---------------------+------+-------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+-------+---------------+------------+---------+---------------------+------+-------------+
| 1 | SIMPLE | teacher | index | index_name | index_name | 195 | NULL | 1 | Using index |
| 1 | SIMPLE | student | ref | index_name | index_name | 51 | testsc.teacher.NAME | 1 | Using where |
+----+-------------+---------+-------+---------------+------------+---------+---------------------+------+-------------+

---

rows 估算扫描的行数

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Extra 额外信息，主要有
Using index
Using where
Using temporary
Using filesort 无法利用索引完成的排序

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MySQL执行计划的局限性：
不考虑触发器、存储过程的信息或用户自定义函数对查询的影响情况
不考虑各种Cache
不能显示MySQL在执行查询时所作的优化工作
部分统计信息是估算的，并非精确值
只能解释SELECT操作，其他操作要重写为SELECT后查看。