• mysql执行计划看是否最优


    介绍

      本篇主要通过汇总网上的大牛的知识,简单介绍一下如何使用mysql的执行计划,并根据执行计划判断如何优化和是否索引最优。

      执行计划可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否最优,有助于对不使用索引的语句进行优化。EXPLAIN对每个查询返回一行信息,列出了有序的表格,MySQL处理语句的时候读取他们。MySQL解决所有的连接使用嵌套连接方法。这意味读取第一张一行,然后匹配第二张表的所有行,第三张表甚至更多表。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。

     
    使用关键词 EXTENDED ,EXPLAIN 会处理通过 SHOW WARNINGS 看到的一些额外信息。EXPLAIN EXTENDED 会显示这些滤出的列。

    语法:

    EXPLAIN <select statement>;  

    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

    id

    select_id

    查询标识。id越大优先执行;id相同自上而下执行;

    select_type

    None

    查询的类型

    table

    table_name

    查询的表

    partitions

    partitions

    Thematching partitions

    type

    access_type

    连接类型

    possible_keys

    possible_keys

    可能选择的索引

    key

    key

    实际使用的索引

    key_len

    key_length

    使用的索引长度

    ref

    ref

    哪一列或常数在查询中与索引键列一起使用

    rows

    rows

    估计查询的行数

    filtered

    filtered

    被条件过滤掉的行数百分比

    Extra

    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

    SIMPLE

    None

    简单查询 (不使用UNION或子查询)

    PRIMARY

    None

    外层查询,主查询

    UNION

    None

    UNION第二个语句或后面的语句

    DEPENDENTUNION

    dependent (true)

    UNION中第二个语句或后面的语句,独立于外部查询

    UNIONRESULT

    union_result

    UNION的结果

    SUBQUERY

    None

    子查询中第一个SELECT

    DEPENDENTSUBQUERY

    dependent (true)

    子查询中第一个SELECT,独立于外部查询

    DERIVED

    None

    子查询在 FROM子句中

    MATERIALIZED

    materialized_from_subquery

    物化子查询(不清楚是什么样的查询语句?)

    UNCACHEABLESUBQUERY

    cacheable (false)

    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

    UNCACHEABLEUNION

    cacheable (false)

    UNION中第二个语句或后面的语句属于不可缓存的子查询

    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

    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); 

    #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     | <derived2> | 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 | <union1,2> | ALL  | NULL          | NULL | NULL    | NULL | NULL |       |  
        +----+--------------+------------+------+---------------+------+---------+------+------+-------+  
        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 / SUBQUERY

     

    #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      | <union2,3> | ALL    | NULL          | NULL    | NULL    | NULL | NULL |             |  
        +----+--------------------+------------+--------+---------------+---------+---------+------+------+-------------+  

     

    type

    type

    Meaning

    system

    表仅一行数据 (=system table).这是const连接类型的特例。

    const

    表最多只有一个匹配行,在查询开始时被读取。因为只有一个值,优化器将该列值视为常量。当在primarykey或者unique索引作为常量比较时被使用。

    eq_ref(engine=myisam)

    来自前面表的结果集中读取一行,这是除systemconst外最好的连接类型。当在使用PRIMARYKEY或者UNIQUENOT NULL的索引时会被使用。

    ref

    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PRIMARYKEYUNIQUE则使用该类型。如果使用索引匹配少量行时,是不错的连接类型。

    ref_or_null

    连接类型类似ref,只是搜索的行中包含NULLMySQL做了额外的查找。

    fulltext

    使用全文索引时出现。

    index_merge

    使用了索引合并优化。(未成功)

    unique_subquery

    该类型将ref替换成以下子查询的格式:

    valueIN (SELECTprimary_key FROMsingle_table WHERE some_expr)

    index_subquery

    unique_subquery类似,但是将主键改为非唯一索引:

    valueIN (SELECTkey_columnFROMsingle_table WHERE some_expr)

    range

    使用索引检索给定范围内的行。

    index

    该连接类型与ALL相同,除了扫描索引树。如果查询的字段都在索引列中,则使用index类型,否则为ALL类型。

    ALL

    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     | <derived2> | system | NULL          | NULL    | NULL    | NULL |    1 |             |  
        |  2 | DERIVED     | tabname    | const  | PRIMARY       | PRIMARY | 4       |      |    1 | Using index |  
        +----+-------------+------------+--------+---------------+---------+---------+------+------+-------------+  

    #const

        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 |       |  
        +----+-------------+---------+-------+---------------+---------+---------+-------+------+-------+  


    #eq_ref(engine=myisam)

        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> 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 |  
        +----+-------------+---------+-------------+---------------+------+---------+-------+------+--------------------------+  

    #index_merge(未成功)

    mysql> explain select * from tabname where tid>1 or indate<now();  
    mysql> explain select * from tabname where (tid>1 or indate>now()) AND name<'kk'; 


    #unique_subquery

        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

    usingwhere

    使用过滤条件

    usingindex

    从索引树中查找所有列

    usingtemporary

    使用临时表存储结果集,在使用groupbyorderby发生

    selecttables optimized away

    没有groupby情况下使用min(),max(),或者count(*)

    usingfilesort

    有排序

    notexists

    leftjoin中匹配一行之后将不再继续查询查询

    distinct

    查找到第一个匹配的行之后,MySQL则会停止对当前行的搜索

    impossiblewhere

    where子句总数失败的查询

    impossiblehaving

    having子句总数失败的查询

    usingjoin buffer

    使用连接缓存

    Usingindex for group-by

    Usingindex类似,在使用group-by时可从索引中找到字段


    #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 |  
        +----+-------------+---------+------+---------------+------+---------+-------+------+-------------+  


    #using index

        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 |  
        +----+-------------+---------+------+---------------+------+---------+------+------+-----------------+  


    #select tables optimized away

        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        |  
    +----+-------------+-------+--------+---------------+---------+---------+-----------+------+------------------------------+ 
    1.  

    #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 |  
        +----+-------------+-------+------+---------------+------+---------+------+------+------------------+  


    #impossible having

    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 |  
    +----+-------------+-------+------+---------------+------+---------+------+------+-------------------+

    现在使用 EXTENDED 情况:

    语法:

    1. EXPLAIN EXTENDED <select statement>;  


    不使用 extended 和使用extended 的分析情况:

        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)  


    可以看到,使用 extended 时,输出的最下面多了 1 条警告。 此时可以用 show warnings 来查看:

        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  


    show warnings 显示了优化器中是怎么规范表和字段名的,在通过重写和优化规则之后的 select 语句是什么样子。

    更多参考:

    EXPLAIN Output Format

    EXPLAIN EXTENDED Output Format

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  • 原文地址:https://www.cnblogs.com/wenBlog/p/8572594.html
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