MySQLEXPLAIN可以显示估计查询语句执行计划,从中可以分析查询的执行情况是不是最优,这有助于我们对不使用索引的查询进行优化。EXPLAIN对于每个查询语句返回一行信息,它列出了一个有序的表格,MySQL处理语句的时候会读取他们。MySQL解决所有的连接都使用嵌套连接方法。这意味着MySQL读取第一张一行,然后匹配第二张表的所有行,第三张表或更多表都如此。当所有的表在处理时,MySQL会输出已经查询出来的列,并且回溯到表继续查找直到所有的行被找到,从该表读取下一行,直到程序继续处理下一张表。
语法:
EXPLAIN
输出表格字段如下:
mysql> explain select * from mysql.user where user='root';
+----+-------------+-------+------+---------------+------+---------+------+------+-------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+-------+------+---------------+------+---------+------+------+-------------+
| 1 | SIMPLE | user | ALL | NULL | NULL | NULL | NULL | 4 | Using where |
+----+-------------+-------+------+---------------+------+---------+------+------+-------------+
Column |
JSONName |
Meaning |
---|---|---|
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查询标识。id越大优先执行;id相同自上而下执行; |
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None |
查询的类型 |
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查询的表 |
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Thematching partitions |
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连接类型 |
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可能选择的索引 |
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实际使用的索引 |
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使用的索引长度 |
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哪一列或常数在查询中与索引键列一起使用 |
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估计查询的行数 |
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被条件过滤掉的行数百分比 |
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None |
解决查询的一些额外信息 |
以下主要举例说明3个字段:select_type 、type、Extra
【select_type
】
alue |
JSONName |
Meaning |
---|---|---|
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None |
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None |
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None |
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None |
子查询中第一个SELECT |
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子查询中第一个SELECT,独立于外部查询 |
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None |
子查询在 FROM子句中 |
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物化子查询(不清楚是什么样的查询语句?) |
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结果集不能被缓存的子查询,必须重新评估外层查询的每一行 |
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创建测试表:
create table tabname (
id int auto_increment not null primary key,
name varchar(10) null,
indate datetime null,
tid int null,
key(tid),
key(indate)
)engine=innodb;
create table tabname2 (
id int auto_increment not null primary key,
name varchar(10) null,
indate datetime null,
tid int null,
key(tid),
key(indate)
)engine=myisam;
insert into tabname(name,indate,tid) values('love',now(),2),('lucky',now(),3),('passion',now(),4);
insert into tabname2(name,indate,tid) values('love',now(),2),('lucky',now(),3),('passion',now(),4);
#SIMPLE
mysql> explain select * from tabname;
+----+-------------+---------+------+---------------+------+---------+------+------+-------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+------+---------------+------+---------+------+------+-------+
| 1 | SIMPLE | tabname | ALL | NULL | NULL | NULL | NULL | 3 | |
+----+-------------+---------+------+---------------+------+---------+------+------+-------+
#PRIMARY / DERIVED
mysql> explain select * from (select * from tabname) as a;
+----+-------------+------------+------+---------------+------+---------+------+------+-------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+------------+------+---------------+------+---------+------+------+-------+
| 1 | PRIMARY | | ALL | NULL | NULL | NULL | NULL | 3 | |
| 2 | DERIVED | tabname | ALL | NULL | NULL | NULL | NULL | 3 | |
+----+-------------+------------+------+---------------+------+---------+------+------+-------+
#PRIMARY / UNION / UNION RESULT
mysql> explain select * from tabname union select * from tabname;
mysql> explain select * from tabname union all select * from tabname;
+----+--------------+------------+------+---------------+------+---------+------+------+-------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+--------------+------------+------+---------------+------+---------+------+------+-------+
| 1 | PRIMARY | tabname | ALL | NULL | NULL | NULL | NULL | 3 | |
| 2 | UNION | tabname | ALL | NULL | NULL | NULL | NULL | 3 | |
| NULL | UNION RESULT | | ALL | NULL | NULL | NULL | NULL | NULL | |
+----+--------------+------------+------+---------------+------+---------+------+------+-------+
#PRIMARY / SUBQUERY
mysql> explain select * from tabname where id=(select max(id) from tabname);
+----+-------------+---------+-------+---------------+---------+---------+-------+------+------------------------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+-------+---------------+---------+---------+-------+------+------------------------------+
| 1 | PRIMARY | tabname | const | PRIMARY | PRIMARY | 4 | const | 1 | |
| 2 | SUBQUERY | NULL | NULL | NULL | NULL | NULL | NULL | NULL | Select tables optimized away |
+----+-------------+---------+-------+---------------+---------+---------+-------+------+------------------------------+
#PRIMARY / DEPENDENT SUBQUERY
mysql> explain select * from tabname a where exists(select 1 from tabname b where a.id=b.id);
mysql> explain select *,(select name from tabname b where a.id=b.id) from tabname a;
mysql> explain select * from tabname where id not in(select id from tabname);
+----+--------------------+---------+-----------------+---------------+---------+---------+------+------+-------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+--------------------+---------+-----------------+---------------+---------+---------+------+------+-------------+
| 1 | PRIMARY | tabname | ALL | NULL | NULL | NULL | NULL | 3 | Using where |
| 2 | DEPENDENT SUBQUERY | tabname | unique_subquery | PRIMARY | PRIMARY | 4 | func | 1 | Using index |
+----+--------------------+---------+-----------------+---------------+---------+---------+------+------+-------------+
#PRIMARY / DEPENDENT UNION / DEPENDENT SUBQUERY / UNION RESULT
mysql> explain select * from tabname where id in (select id from tabname union select id from tabname);
+----+--------------------+------------+--------+---------------+---------+---------+------+------+-------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+--------------------+------------+--------+---------------+---------+---------+------+------+-------------+
| 1 | PRIMARY | tabname | ALL | NULL | NULL | NULL | NULL | 3 | Using where |
| 2 | DEPENDENT SUBQUERY | tabname | eq_ref | PRIMARY | PRIMARY | 4 | func | 1 | Using index |
| 3 | DEPENDENT UNION | tabname | eq_ref | PRIMARY | PRIMARY | 4 | func | 1 | Using index |
| NULL| UNION RESULT | | ALL | NULL | NULL | NULL | NULL | NULL | |
+----+--------------------+------------+--------+---------------+---------+---------+------+------+-------------+
【type】
type |
Meaning |
---|---|
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表仅一行数据 (=system table).这是const连接类型的特例。 |
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对于前面表的结果集匹配查询的所有行,当连接使用索引key时,或者索引不是 |
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使用全文索引时出现。 |
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使用了索引合并优化。(未成功) |
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该类型将ref替换成以下子查询的格式: valueIN (SELECTprimary_key FROMsingle_table WHERE some_expr) |
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与 valueIN (SELECTkey_columnFROMsingle_table WHERE some_expr) |
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使用索引检索给定范围内的行。 |
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对于前面表的结果集中,进行了全表扫描。最差的一种类型,应考虑查询优化了! |
查询类型性能由优到差:
system > const > eq_ref > ref > fulltext > ref_or_null > index_merge > unique_subquery > index_subquery > range > index > ALL
#system
mysql> explain select id from(select id from tabname where id=1) as a;
+----+-------------+------------+--------+---------------+---------+---------+------+------+-------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+------------+--------+---------------+---------+---------+------+------+-------------+
| 1 | PRIMARY | | system | NULL | NULL | NULL | NULL | 1 | |
| 2 | DERIVED | tabname | const | PRIMARY | PRIMARY | 4 | | 1 | Using index |
+----+-------------+------------+--------+---------------+---------+---------+------+------+-------------+
mysql> explain select * from tabname as a,tabname as b where a.id=b.id and a.id=1;
mysql> explain select * from tabname where id=1;
+----+-------------+---------+-------+---------------+---------+---------+-------+------+-------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+-------+---------------+---------+---------+-------+------+-------+
| 1 | SIMPLE | tabname | const | PRIMARY | PRIMARY | 4 | const | 1 | |
+----+-------------+---------+-------+---------------+---------+---------+-------+------+-------+
mysql> explain select * from tabname2 as a,tabname2 as b where a.id=b.id;
+----+-------------+-------+--------+---------------+---------+---------+-----------+------+-------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+-------+--------+---------------+---------+---------+-----------+------+-------+
| 1 | SIMPLE | a | ALL | PRIMARY | NULL | NULL | NULL | 3 | |
| 1 | SIMPLE | b | eq_ref | PRIMARY | PRIMARY | 4 | test.a.id | 1 | |
+----+-------------+-------+--------+---------------+---------+---------+-----------+------+-------+
#ref
mysql> explain select * from tabname as a,tabname as b where a.tid=b.tid and a.tid=2;
mysql> explain select * from tabname where tid=2;
+----+-------------+---------+------+---------------+------+---------+-------+------+-------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+------+---------------+------+---------+-------+------+-------------+
| 1 | SIMPLE | tabname | ref | tid | tid | 5 | const | 1 | Using where |
+----+-------------+---------+------+---------------+------+---------+-------+------+-------------+
#ref_or_null
mysql> explain select id,tid from tabname where tid=2 or tid is null;
+----+-------------+---------+-------------+---------------+------+---------+-------+------+--------------------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+-------------+---------------+------+---------+-------+------+--------------------------+
| 1 | SIMPLE | tabname | ref_or_null | tid | tid | 5 | const | 2 | Using where; Using index |
+----+-------------+---------+-------------+---------------+------+---------+-------+------+--------------------------+
#fulltext
mysql> alter table tabname2 add fulltext(name);
mysql> explain select * from tabname2 where match(name) against('love');
+----+-------------+----------+----------+---------------+------+---------+------+------+-------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+----------+----------+---------------+------+---------+------+------+-------------+
| 1 | SIMPLE | tabname2 | fulltext | name | name | 0 | | 1 | Using where |
+----+-------------+----------+----------+---------------+------+---------+------+------+-------------+
#index_merge(未成功)
mysql> explain select * from tabname where tid>1 or indate explain select * from tabname where (tid>1 or indate>now()) AND name<'kk';
mysql> explain select * from tabname where tid in(select id from tabname);
mysql> explain select * from tabname where id in(select id from tabname);
+----+--------------------+---------+-----------------+---------------+---------+---------+------+------+-------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+--------------------+---------+-----------------+---------------+---------+---------+------+------+-------------+
| 1 | PRIMARY | tabname | ALL | NULL | NULL | NULL | NULL | 3 | Using where |
| 2 | DEPENDENT SUBQUERY | tabname | unique_subquery | PRIMARY | PRIMARY | 4 | func | 1 | Using index |
+----+--------------------+---------+-----------------+---------------+---------+---------+------+------+-------------+
#index_subquery
mysql> explain select * from tabname where tid in(select tid from tabname);
mysql> explain select * from tabname where id in(select tid from tabname);
+----+--------------------+---------+----------------+---------------+------+---------+------+------+--------------------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+--------------------+---------+----------------+---------------+------+---------+------+------+--------------------------+
| 1 | PRIMARY | tabname | ALL | NULL | NULL | NULL | NULL | 3 | Using where |
| 2 | DEPENDENT SUBQUERY | tabname | index_subquery | tid | tid | 5 | func | 1 | Using index; Using where |
+----+--------------------+---------+----------------+---------------+------+---------+------+------+--------------------------+
#range
mysql> explain select * from tabname where tid between 1 and 2;
mysql> explain select * from tabname where id>1;
+----+-------------+---------+-------+---------------+---------+---------+------+------+-------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+-------+---------------+---------+---------+------+------+-------------+
| 1 | SIMPLE | tabname | range | PRIMARY | PRIMARY | 4 | NULL | 2 | Using where |
+----+-------------+---------+-------+---------------+---------+---------+------+------+-------------+
#index
mysql> explain select id,tid from tabname;
mysql> explain select tid from tabname;
+----+-------------+---------+-------+---------------+------+---------+------+------+-------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+-------+---------------+------+---------+------+------+-------------+
| 1 | SIMPLE | tabname | index | NULL | tid | 5 | NULL | 3 | Using index |
+----+-------------+---------+-------+---------------+------+---------+------+------+-------------+
#ALL
mysql> explain select * from tabname where tid<>2;
mysql> explain select * from tabname;
+----+-------------+---------+------+---------------+------+---------+------+------+-------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+------+---------------+------+---------+------+------+-------+
| 1 | SIMPLE | tabname | ALL | NULL | NULL | NULL | NULL | 3 | |
+----+-------------+---------+------+---------------+------+---------+------+------+-------+
【Extra】
该列输出关MySQL如何解决查询的额外信息。(下面列出部分常见的)
Extra |
Meaning |
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使用过滤条件 |
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没有groupby情况下使用min(),max(),或者count(*) |
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在leftjoin中匹配一行之后将不再继续查询查询 |
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查找到第一个匹配的行之后,MySQL则会停止对当前行的搜索 |
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where子句总数失败的查询 |
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使用连接缓存 |
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#using where
mysql> explain select * from tabname where id>2;
mysql> explain select * from tabname where tid=2;
+----+-------------+---------+------+---------------+------+---------+-------+------+-------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+------+---------------+------+---------+-------+------+-------------+
| 1 | SIMPLE | tabname | ref | tid | tid | 5 | const | 1 | Using where |
+----+-------------+---------+------+---------------+------+---------+-------+------+-------------+
mysql> explain select tid from tabname;
+----+-------------+---------+-------+---------------+------+---------+------+------+-------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+-------+---------------+------+---------+------+------+-------------+
| 1 | SIMPLE | tabname | index | NULL | tid | 5 | NULL | 3 | Using index |
+----+-------------+---------+-------+---------------+------+---------+------+------+-------------+
#using temporary
mysql> explain select distinct name from tabname;
+----+-------------+---------+------+---------------+------+---------+------+------+-----------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+------+---------------+------+---------+------+------+-----------------+
| 1 | SIMPLE | tabname | ALL | NULL | NULL | NULL | NULL | 3 | Using temporary |
+----+-------------+---------+------+---------------+------+---------+------+------+-----------------+
mysql> explain select max(tid) from tabname;
+----+-------------+-------+------+---------------+------+---------+------+------+------------------------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+-------+------+---------------+------+---------+------+------+------------------------------+
| 1 | SIMPLE | NULL | NULL | NULL | NULL | NULL | NULL | NULL | Select tables optimized away |
+----+-------------+-------+------+---------------+------+---------+------+------+------------------------------+
#using filesort
mysql> explain select id,name from tabname group by id,name;
mysql> explain select * from tabname order by name;
+----+-------------+---------+------+---------------+------+---------+------+------+----------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+------+---------------+------+---------+------+------+----------------+
| 1 | SIMPLE | tabname | ALL | NULL | NULL | NULL | NULL | 3 | Using filesort |
+----+-------------+---------+------+---------------+------+---------+------+------+----------------+
#not exists
mysql> explain select * from tabname a left join tabname b on a.id=b.id where b.id is null;
+----+-------------+-------+--------+---------------+---------+---------+-----------+------+-------------------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+-------+--------+---------------+---------+---------+-----------+------+-------------------------+
| 1 | SIMPLE | a | ALL | NULL | NULL | NULL | NULL | 3 | |
| 1 | SIMPLE | b | eq_ref | PRIMARY | PRIMARY | 4 | test.a.id | 1 | Using where; Not exists |
+----+-------------+-------+--------+---------------+---------+---------+-----------+------+-------------------------+
#distinct
mysql> explain select distinct a.id from tabname a left join tabname b on a.id=b.id;
+----+-------------+-------+--------+---------------+---------+---------+-----------+------+------------------------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+-------+--------+---------------+---------+---------+-----------+------+------------------------------+
| 1 | SIMPLE | a | index | NULL | tid | 5 | NULL | 3 | Using index; Using temporary |
| 1 | SIMPLE | b | eq_ref | PRIMARY | PRIMARY | 4 | test.a.id | 1 | Using index; Distinct |
+----+-------------+-------+--------+---------------+---------+---------+-----------+------+------------------------------+
#impossible where
mysql> explain select * from tabname where 1=2;
+----+-------------+-------+------+---------------+------+---------+------+------+------------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+-------+------+---------------+------+---------+------+------+------------------+
| 1 | SIMPLE | NULL | NULL | NULL | NULL | NULL | NULL | NULL | Impossible WHERE |
+----+-------------+-------+------+---------------+------+---------+------+------+------------------+
mysql> explain select id,count(*) from tabname group by id having 1=2;
mysql> explain select count(*) from tabname having 1=2;
+----+-------------+-------+------+---------------+------+---------+------+------+-------------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+-------+------+---------------+------+---------+------+------+-------------------+
| 1 | SIMPLE | NULL | NULL | NULL | NULL | NULL | NULL | NULL | Impossible HAVING |
+----+-------------+-------+------+---------------+------+---------+------+------+-------------------+
#usingjoin buffer
#Using index for group-by
=====================================================================================
=====================================================================================
现在使用 EXTENDED 情况:
语法:
EXPLAIN EXTENDED
mysql> explain select tid from tabname;
+----+-------------+---------+-------+---------------+------+---------+------+------+-------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+-------+---------------+------+---------+------+------+-------------+
| 1 | SIMPLE | tabname | index | NULL | tid | 5 | NULL | 3 | Using index |
+----+-------------+---------+-------+---------------+------+---------+------+------+-------------+
1 row in set (0.00 sec)
mysql> explain extended select tid from tabname;
+----+-------------+---------+-------+---------------+------+---------+------+------+----------+-------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | filtered | Extra |
+----+-------------+---------+-------+---------------+------+---------+------+------+----------+-------------+
| 1 | SIMPLE | tabname | index | NULL | tid | 5 | NULL | 3 | 100.00 | Using index |
+----+-------------+---------+-------+---------------+------+---------+------+------+----------+-------------+
1 row in set, 1 warning (0.00 sec)
mysql> show warnings \G;
*************************** 1. row ***************************
Level: Note
Code: 1003
Message: select `test`.`tabname`.`tid` AS `tid` from `test`.`tabname`
1 row in set (0.00 sec)
ERROR:
No query specified
更多参考:
EXPLAIN Output Format
EXPLAIN EXTENDED Output Format
本文地址:Hello.KK (SQL Server) http://blog.csdn.net/kk185800961/article/details/49179619