MySQL EXPLAIN输出列的详细解释

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发布时间: 2023-06-30 19:09:14　发布作者: 于海丽

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1. 简介

EXPLAIN语句提供有关 MySQL 如何执行语句的信息。

EXPLAIN与SELECT、DELETE、INSERT、REPLACE和UPDATE语句一起使用。

? 1 2 3 4 5 6 7 mysql> EXPLAIN SELECT * FROM employees WHERE emp_no = 10001;

+----+-------------+-----------+------------+-------+---------------+---------+---------+-------+------+----------+-------+

+----+-------------+-----------+------------+-------+---------------+---------+---------+-------+------+----------+-------+

|  1 | SIMPLE      | employees | NULL       | const | PRIMARY       | PRIMARY | 4       | const |    1 |   100.00 | NULL  |

+----+-------------+-----------+------------+-------+---------------+---------+---------+-------+------+----------+-------+

1 row in set, 1 warning (0.00 sec)

简单来讲，通过EXPLAIN可以分析出SQL语句走没走索引，走的是什么索引。

EXPLAIN为SELECT语句中使用的每个表返回一行信息，它按照 MySQL 在处理语句时读取它们的顺序列出了输出中的表。

MySQL 使用嵌套循环连接(Nested-Loop Join Algorithms)解析所有连接，这意味着 MySQL 从第一个表中读取一行，然后在第二个表，第三个表中找到匹配的行，依此类推。处理完所有表后，MySQL将通过表列表输出选定的列后回溯直到找到一个表，其中存在更多匹配的行。从该表中读取下一行，然后继续下一个表。

2.EXPLAIN 输出列

MySQL版本 5.7.33 Windows10 64位

从上图看到 EXPLAIN 的结果中，包括的表头id、select_type、table、partitions、type、possible_keys、key、key_len、ref、rows、filtered、Extra，这些字段的意思我们来学习然后通过实例进行了解一下。

2.1 id

SELECT 标识符，查询中 SELECT 的顺序号。如果该行引用其他行的并集结果，则该值可以为NULL。在这种情况下，表列显示类似<unionM,N>的值，以指示该行引用 id 值为 M 和 N 的行的并集。

id 值分三种情况：

id 相同,执行顺序由上至下

? 1 2 3 4 5 6 7 8 9 10 11 12 13 mysql> EXPLAIN ( -> SELECT * FROM employees emp -> LEFT JOIN dept_emp de ON emp.emp_no = de.emp_no -> LEFT JOIN departments dept ON dept.dept_no = de.dept_no -> WHERE emp.emp_no = 10001); +

----+-------------+-------+------------+--------+---------------+---------+---------+----------------------+------+----------+-------+

----+-------------+-------+------------+--------+---------------+---------+---------+----------------------+------+----------+-------+

| 1 | SIMPLE | emp | NULL | const | PRIMARY | PRIMARY | 4 | const | 1 | 100.00 | NULL | | 1 | SIMPLE | de | NULL | ref | PRIMARY | PRIMARY | 4 | const | 1 | 100.00 | NULL | | 1 | SIMPLE | dept | NULL | eq_ref | PRIMARY | PRIMARY | 12 | employees.de.dept_no | 1 | 100.00 | NULL | +

----+-------------+-------+------------+--------+---------------+---------+---------+----------------------+------+----------+-------+

3 rows in set, 1 warning (0.03 sec)

id不相同，如果是子查询，id的序号会递增，id的值越大被执行的优先级越高

? 1 2 3 4 5 6 7 8 9 10 11 mysql> EXPLAIN SELECT * FROM employees emp -> WHERE emp.emp_no NOT IN ( SELECT de.emp_no FROM dept_emp de -> WHERE de.dept_no NOT IN ( SELECT dept_no FROM departments WHERE dept_name = 'Development')); +

----+-------------+-------------+------------+-------+-------------------+-----------+---------+-------+--------+----------+--------------------------+

----+-------------+-------------+------------+-------+-------------------+-----------+---------+-------+--------+----------+--------------------------+

| 1 | PRIMARY | emp | NULL | ALL | NULL | NULL | NULL | NULL | 299468 | 100.00 | Using where | | 2 | SUBQUERY | de | NULL | index | PRIMARY | dept_no | 12 | NULL | 308493 | 100.00 | Using where; Using index | | 3 | SUBQUERY | departments | NULL | const | PRIMARY,dept_name | dept_name | 122 | const | 1 | 100.00 | Using index | +

----+-------------+-------------+------------+-------+-------------------+-----------+---------+-------+--------+----------+--------------------------+

3 rows in set, 1 warning (0.00 sec)

id相同和不相同都存在

如果id相同可以认为是一组，同一组id执行顺序由上至下，不同组之间，id值越大被执行的优先级越高。

? 1 2 3 4 5 6 7 8 9 10 11 12 mysql> EXPLAIN SELECT * FROM employees emp -> WHERE emp.emp_no IN ( SELECT de.emp_no FROM dept_emp de -> WHERE de.dept_no IN ( SELECT dept_no FROM departments WHERE dept_name LIKE '%Develop%')); +

----+--------------+-------------+------------+-------+-----------------+-----------+---------+-------------------------------+--------+----------+----------------------------------------------------+

----+--------------+-------------+------------+-------+-----------------+-----------+---------+-------------------------------+--------+----------+----------------------------------------------------+

| 1 | SIMPLE | <subquery2> | NULL | ALL | NULL | NULL | NULL | NULL | NULL | 100.00 | NULL | | 1 | SIMPLE | emp | NULL | ALL | PRIMARY | NULL | NULL | NULL | 299468 | 0.00 | Using where; Using join buffer (Block Nested Loop) | | 2 | MATERIALIZED | departments | NULL | index | PRIMARY | dept_name | 122 | NULL | 9 | 11.11 | Using where; Using index | | 2 | MATERIALIZED | de | NULL | ref | PRIMARY,dept_no | dept_no | 12 | employees.departments.dept_no | 38561 | 100.00 | Using index | +

----+--------------+-------------+------------+-------+-----------------+-----------+---------+-------------------------------+--------+----------+----------------------------------------------------+

4 rows in set, 1 warning (0.01 sec)

2.2 select_type

查询的类型，主要用来区别普通查询，联合查询，子查询等复杂查询。

包含SIMPLE、PRIMARY、UNION、DEPENDENT UNION、UNION RESULT、SUBQUERY、DEPENDENT SUBQUERY、DERIVED、MATERIALIZED、UNCACHEABLE SUBQUERY、UNCACHEABLE UNION

SIMPLE

简单的SELECT，不使用UNION或子查询。

? 1 2 3 4 5 6 7 mysql> EXPLAIN select * from employees where emp_no=10001; +

----+-------------+-----------+------------+-------+---------------+---------+---------+-------+------+----------+-------+

----+-------------+-----------+------------+-------+---------------+---------+---------+-------+------+----------+-------+

| 1 | SIMPLE | employees | NULL | const | PRIMARY | PRIMARY | 4 | const | 1 | 100.00 | NULL | +

----+-------------+-----------+------------+-------+---------------+---------+---------+-------+------+----------+-------+

1 row in set, 1 warning (0.00 sec)

PRIMARY

查询中若包含任何复杂的子部分，最外层的查询则被标记为PRIMARY

? 1 2 3 4 5 6 7 8 9 mysql> EXPLAIN SELECT * FROM employees emp -> WHERE emp.emp_no IN ( SELECT max(emp_no) FROM dept_emp); +

----+--------------------+-------+------------+------+---------------+------+---------+------+--------+----------+------------------------------+

----+--------------------+-------+------------+------+---------------+------+---------+------+--------+----------+------------------------------+

----+--------------------+-------+------------+------+---------------+------+---------+------+--------+----------+------------------------------+

2 rows in set, 1 warning (0.00 sec)

UNION

第二个或更靠后的 SELECT 语句出现在 UNION 之后，则被标记为 UNION

? 1 2 3 4 5 6 7 8 9 10 11 mysql> EXPLAIN (SELECT emp_no,dept_no FROM dept_emp LIMIT 10) -> UNION -> SELECT emp_no,dept_no FROM dept_manager; +

----+--------------+--------------+------------+-------+---------------+---------+---------+------+--------+----------+-----------------+

----+--------------+--------------+------------+-------+---------------+---------+---------+------+--------+----------+-----------------+

----+--------------+--------------+------------+-------+---------------+---------+---------+------+--------+----------+-----------------+

3 rows in set, 1 warning (0.00 sec)

DEPENDENT UNION

与 UNION 相同，它出现在 UNION 或 UNION ALL语句中，但是此查询受外部查询的影响

| UNION RESULT union_result Result of a UNION. | SUBQUERY None First SELECT in subquery | DEPENDENT SUBQUERY dependent (true) First SELECT in subquery, dependent on outer query | DERIVED None Derived table | MATERIALIZED materialized_from_subquery Materialized subquery | UNCACHEABLE SUBQUERY cacheable (false) A subquery for which the result cannot be cached and must be re-evaluated for each row of the outer query | UNCACHEABLE UNION cacheable (false) The second or later select in a UNION that belongs to an uncacheable subquery (see UNCACHEABLE SUBQUERY)

总结

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原文链接：https://juejin.cn/post/6960967935724781598?

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