MySQL执行计划explain的key

    xiaoxiao2024-05-21  110

    当用Explain查看SQL的执行计划时,里面有列显示了 key_len 的值,根据这个值可以判断索引的长度,在组合索引里面可以更清楚的了解到了哪部分字段使用到了索引。下面演示中,表结构的合理性这边暂且不说,只是证明一下索引长度的计算方法。目前大部分博文是字符类型的索引长度计算方法,下面列举几个类型的索引长度计算方法:

    1、整数类型

    (dg1)root@127.0.0.1 [mytest]> desc table_key; +---------+-------------+------+-----+---------+-------+ | Field   | Type        | Null | Key | Default | Extra | +---------+-------------+------+-----+---------+-------+ | id      | int(11)     | NO   |     | NULL    |       | | sid     | bigint(20)  | NO   |     | 0       |       | | name    | char(10)    | YES  |     | NULL    |       | | age     | tinyint(4)  | YES  |     | NULL    |       | | sex     | tinyint(4)  | NO   |     | NULL    |       | | address | varchar(10) | YES  | MUL | NULL    |       | +---------+-------------+------+-----+---------+-------+ rows in set (0.01 sec) (dg1)root@127.0.0.1 [mytest]>create index age_index on table_key (age); 来看看tinyint类型的索引长度,在NOT NULL 和 NULL 的时候 分别是1和2,tinyint字段长度为1,因为NULL 需要额外一个字节标记为空 (dg1)root@127.0.0.1 [mytest]> explain extended select * from table_key where age=38; +----+-------------+-----------+------+---------------+-----------+---------+-------+------+----------+-------+ | id | select_type | table     | type | possible_keys | key       | key_len | ref   | rows | filtered | Extra | +----+-------------+-----------+------+---------------+-----------+---------+-------+------+----------+-------+ |  1 | SIMPLE      | table_key | ref  | age_index     | age_index | 1       | const |    1 |   100.00 | NULL  | +----+-------------+-----------+------+---------------+-----------+---------+-------+------+----------+-------+ row in set, 1 warning (0.00 sec) (dg1)root@127.0.0.1 [mytest]> alter table table_key modify age  tinyint(4); (dg1)root@127.0.0.1 [mytest]> explain extended select * from table_key where age=38; +----+-------------+-----------+------+---------------+-----------+---------+-------+------+----------+-------+ | id | select_type | table     | type | possible_keys | key       | key_len | ref   | rows | filtered | Extra | +----+-------------+-----------+------+---------------+-----------+---------+-------+------+----------+-------+ |  1 | SIMPLE      | table_key | ref  | age_index     | age_index | 2       | const |    1 |   100.00 | NULL  | +----+-------------+-----------+------+---------------+-----------+---------+-------+------+----------+-------+ row in set, 1 warning (0.00 sec) (dg1)root@127.0.0.1 [mytest]>  看看bigint类型的索引长度,同样是 NOT NULL 和 NULL值的时候,分别是8和9,聪明的你应该知道了,bigint长度为8。 (dg1)root@127.0.0.1 [mytest]> alter table table_key add key sid_index (sid); Query OK, 0 rows affected (0.04 sec) Records: 0  Duplicates: 0  Warnings: 0 (dg1)root@127.0.0.1 [mytest]> desc select * from table_key where sid=6; +----+-------------+-----------+------+---------------+-----------+---------+-------+------+-------+ | id | select_type | table     | type | possible_keys | key       | key_len | ref   | rows | Extra | +----+-------------+-----------+------+---------------+-----------+---------+-------+------+-------+ |  1 | SIMPLE      | table_key | ref  | sid_index     | sid_index | 8       | const |    1 | NULL  | +----+-------------+-----------+------+---------------+-----------+---------+-------+------+-------+ row in set (0.00 sec) (dg1)root@127.0.0.1 [mytest]>  (dg1)root@127.0.0.1 [mytest]> alter table table_key modify sid bigint(20); Query OK, 0 rows affected (0.08 sec) Records: 0  Duplicates: 0  Warnings: 0 (dg1)root@127.0.0.1 [mytest]> desc select * from table_key where sid=6; +----+-------------+-----------+------+---------------+-----------+---------+-------+------+-------+ | id | select_type | table     | type | possible_keys | key       | key_len | ref   | rows | Extra | +----+-------------+-----------+------+---------------+-----------+---------+-------+------+-------+ |  1 | SIMPLE      | table_key | ref  | sid_index     | sid_index | 9       | const |    1 | NULL  | +----+-------------+-----------+------+---------------+-----------+---------+-------+------+-------+ row in set (0.00 sec) 看看smallint类型索引长度,同样是 NOT NULL 和 NULL值的时候,分别是2和3 smallint长度为2,允许为空需要一个字节标记 (dg1)root@127.0.0.1 [mytest]> alter table table_key modify sid smallint not null default 0; Query OK, 9 rows affected (0.04 sec) Records: 9  Duplicates: 0  Warnings: 0 (dg1)root@127.0.0.1 [mytest]> desc select * from table_key where sid=6; +----+-------------+-----------+------+---------------+-----------+---------+-------+------+-------+ | id | select_type | table     | type | possible_keys | key       | key_len | ref   | rows | Extra | +----+-------------+-----------+------+---------------+-----------+---------+-------+------+-------+ |  1 | SIMPLE      | table_key | ref  | sid_index     | sid_index | 2       | const |    1 | NULL  | +----+-------------+-----------+------+---------------+-----------+---------+-------+------+-------+ row in set (0.00 sec) (dg1)root@127.0.0.1 [mytest]> alter table table_key modify sid smallint ; Query OK, 0 rows affected (0.07 sec) Records: 0  Duplicates: 0  Warnings: 0 (dg1)root@127.0.0.1 [mytest]> desc select * from table_key where sid=6; +----+-------------+-----------+------+---------------+-----------+---------+-------+------+-------+ | id | select_type | table     | type | possible_keys | key       | key_len | ref   | rows | Extra | +----+-------------+-----------+------+---------------+-----------+---------+-------+------+-------+ |  1 | SIMPLE      | table_key | ref  | sid_index     | sid_index | 3       | const |    1 | NULL  | +----+-------------+-----------+------+---------------+-----------+---------+-------+------+-------+ row in set (0.00 sec) 看看mediumint类型索引长度,同样是 NOT NULL 和 NULL值的时候,分别是3和4 (dg1)root@127.0.0.1 [mytest]> alter table table_key modify sid mediumint NOT NULL; Query OK, 0 rows affected (0.06 sec) Records: 0  Duplicates: 0  Warnings: 0 (dg1)root@127.0.0.1 [mytest]> desc select * from table_key where sid=6; +----+-------------+-----------+------+---------------+-----------+---------+-------+------+-------+ | id | select_type | table     | type | possible_keys | key       | key_len | ref   | rows | Extra | +----+-------------+-----------+------+---------------+-----------+---------+-------+------+-------+ |  1 | SIMPLE      | table_key | ref  | sid_index     | sid_index | 3       | const |    1 | NULL  | +----+-------------+-----------+------+---------------+-----------+---------+-------+------+-------+ row in set (0.00 sec) (dg1)root@127.0.0.1 [mytest]>  (dg1)root@127.0.0.1 [mytest]> alter table table_key modify sid mediumint ;  Query OK, 0 rows affected (0.06 sec)  Records: 0  Duplicates: 0  Warnings: 0 (dg1)root@127.0.0.1 [mytest]> desc select * from table_key where sid=6; +----+-------------+-----------+------+---------------+-----------+---------+-------+------+-------+  | id | select_type | table     | type | possible_keys | key       | key_len | ref   | rows | Extra |  +----+-------------+-----------+------+---------------+-----------+---------+-------+------+-------+  |  1 | SIMPLE      | table_key | ref  | sid_index     | sid_index | 4       | const |    1 | NULL  |  +----+-------------+-----------+------+---------------+-----------+---------+-------+------+-------+  row in set (0.00 sec) (dg1)root@127.0.0.1 [mytest]>  整数类型索引长度跟字段长度有关,如果允许为空,需要额外一个字节去标记为空

    2.浮点数类型

    表结构 CREATE TABLE `table_key1` ( `id`  int NOT NULL AUTO_INCREMENT , `c1`  float NOT NULL , `c2`  double NOT NULL , `c3`  decimal NOT NULL , `c4`  date NOT NULL , `c5`  timestamp NOT NULL ON UPDATE CURRENT_TIMESTAMP , `c6`  datetime NOT NULL , PRIMARY KEY (`id`) ) 看看float类型的索引长度,NOT NULL和NULL的时候,分别是4和5 (dg1)root@127.0.0.1 [mytest]> desc select * from table_key1 where c1 = '3.22'; +----+-------------+------------+------+---------------+----------+---------+-------+------+-----------------------+ | id | select_type | table      | type | possible_keys | key      | key_len | ref   | rows | Extra                 | +----+-------------+------------+------+---------------+----------+---------+-------+------+-----------------------+ |  1 | SIMPLE      | table_key1 | ref  | c1_index      | c1_index | 4       | const |    8 | Using index condition | +----+-------------+------------+------+---------------+----------+---------+-------+------+-----------------------+ row in set (0.00 sec) (dg1)root@127.0.0.1 [mytest]> alter table table_key1 modify c1 float; Query OK, 0 rows affected (0.05 sec) Records: 0  Duplicates: 0  Warnings: 0 (dg1)root@127.0.0.1 [mytest]> desc select * from table_key1 where c1 = '3.22'; +----+-------------+------------+------+---------------+----------+---------+-------+------+-----------------------+ | id | select_type | table      | type | possible_keys | key      | key_len | ref   | rows | Extra                 | +----+-------------+------------+------+---------------+----------+---------+-------+------+-----------------------+ |  1 | SIMPLE      | table_key1 | ref  | c1_index      | c1_index | 5       | const |    8 | Using index condition | +----+-------------+------------+------+---------------+----------+---------+-------+------+-----------------------+ row in set (0.00 sec) 看看double类型的索引长度,NOT NULL和NULL的时候,分别是8和9 (dg1)root@127.0.0.1 [mytest]> alter table table_key1 add key c2_index (c2); Query OK, 0 rows affected (0.04 sec) Records: 0  Duplicates: 0  Warnings: 0 (dg1)root@127.0.0.1 [mytest]> desc select * from table_key1 where c2 = '3.22'; +----+-------------+------------+------+---------------+----------+---------+-------+------+-------+ | id | select_type | table      | type | possible_keys | key      | key_len | ref   | rows | Extra | +----+-------------+------------+------+---------------+----------+---------+-------+------+-------+ |  1 | SIMPLE      | table_key1 | ref  | c2_index      | c2_index | 8       | const |    1 | NULL  | +----+-------------+------------+------+---------------+----------+---------+-------+------+-------+ row in set (0.00 sec) (dg1)root@127.0.0.1 [mytest]> alter table table_key1 modify c2 double; Query OK, 0 rows affected (0.03 sec) Records: 0  Duplicates: 0  Warnings: 0 (dg1)root@127.0.0.1 [mytest]> desc select * from table_key1 where c2 = '3.22'; +----+-------------+------------+------+---------------+----------+---------+-------+------+-------+ | id | select_type | table      | type | possible_keys | key      | key_len | ref   | rows | Extra | +----+-------------+------------+------+---------------+----------+---------+-------+------+-------+ |  1 | SIMPLE      | table_key1 | ref  | c2_index      | c2_index | 9       | const |    1 | NULL  | +----+-------------+------------+------+---------------+----------+---------+-------+------+-------+ row in set (0.00 sec) (dg1)root@127.0.0.1 [mytest]>

    3、看看时间类型

    看看date类型的索引长度,在NOT NULL和NULL的时候,分别是3和4 (dg1)root@127.0.0.1 [mytest]> desc select * from table_key1 where c4 = '2015-05-06'; +----+-------------+------------+------+---------------+----------+---------+-------+------+-----------------------+ | id | select_type | table      | type | possible_keys | key      | key_len | ref   | rows | Extra                 | +----+-------------+------------+------+---------------+----------+---------+-------+------+-----------------------+ |  1 | SIMPLE      | table_key1 | ref  | c4_index      | c4_index | 3       | const |    4 | Using index condition | +----+-------------+------------+------+---------------+----------+---------+-------+------+-----------------------+ row in set, 3 warnings (0.00 sec) (dg1)root@127.0.0.1 [mytest]>  (dg1)root@127.0.0.1 [mytest]> alter table table_key1 modify c4 date; Query OK, 0 rows affected (0.09 sec) Records: 0  Duplicates: 0  Warnings: 0 (dg1)root@127.0.0.1 [mytest]> desc select * from table_key1 where c4 = '2015-05-06'; +----+-------------+------------+------+---------------+----------+---------+-------+------+-----------------------+ | id | select_type | table      | type | possible_keys | key      | key_len | ref   | rows | Extra                 | +----+-------------+------------+------+---------------+----------+---------+-------+------+-----------------------+ |  1 | SIMPLE      | table_key1 | ref  | c4_index      | c4_index | 4       | const |    4 | Using index condition | +----+-------------+------------+------+---------------+----------+---------+-------+------+-----------------------+ row in set, 3 warnings (0.00 sec) (dg1)root@127.0.0.1 [mytest]>  在timestamp类型的时候索引长度,在NOT NULL 和 NULL的时候,分别是4和5 (dg1)root@127.0.0.1 [mytest]> desc select * from table_key1 where c5 = '2015-05-06 11:23:21' ; +----+-------------+------------+------+---------------+----------+---------+-------+------+-----------------------+ | id | select_type | table      | type | possible_keys | key      | key_len | ref   | rows | Extra                 | +----+-------------+------------+------+---------------+----------+---------+-------+------+-----------------------+ |  1 | SIMPLE      | table_key1 | ref  | c5_index      | c5_index | 4       | const |    5 | Using index condition | +----+-------------+------------+------+---------------+----------+---------+-------+------+-----------------------+ row in set, 3 warnings (0.00 sec) (dg1)root@127.0.0.1 [mytest]>  dg1)root@127.0.0.1 [mytest]> alter table table_key1 modify c5 timestamp ON UPDATE CURRENT_TIMESTAMP ; Query OK, 0 rows affected (0.06 sec) Records: 0  Duplicates: 0  Warnings: 0 (dg1)root@127.0.0.1 [mytest]>  (dg1)root@127.0.0.1 [mytest]> desc select * from table_key1 where c5 = '2015-05-06 110:23:21'; +----+-------------+------------+------+---------------+----------+---------+-------+------+-----------------------+ | id | select_type | table      | type | possible_keys | key      | key_len | ref   | rows | Extra                 | +----+-------------+------------+------+---------------+----------+---------+-------+------+-----------------------+ |  1 | SIMPLE      | table_key1 | ref  | c5_index      | c5_index | 5       | const |    5 | Using index condition | +----+-------------+------------+------+---------------+----------+---------+-------+------+-----------------------+ row in set, 3 warnings (0.00 sec) (dg1)root@127.0.0.1 [mytest]>  ##############################在大家认识里datetime是八个字节的长度,下面就来看看,是不是真的这样 (dg1)root@localhost [mytest]> alter table table_key1 modify c6 datetime not null; Query OK, 0 rows affected (0.03 sec) Records: 0  Duplicates: 0  Warnings: 0 (dg1)root@localhost [mytest]> desc select * from table_key1 where c6 = '2015-05-06 11:10:36'; +----+-------------+------------+------+---------------+----------+---------+-------+------+-------+ | id | select_type | table      | type | possible_keys | key      | key_len | ref   | rows | Extra | +----+-------------+------------+------+---------------+----------+---------+-------+------+-------+ |  1 | SIMPLE      | table_key1 | ref  | c6_index      | c6_index | 5       | const |    1 | NULL  | +----+-------------+------------+------+---------------+----------+---------+-------+------+-------+ row in set (0.00 sec) (dg1)root@localhost [mytest]> alter table table_key1 modify c6 datetime  null; Query OK, 0 rows affected (0.06 sec) Records: 0  Duplicates: 0  Warnings: 0 (dg1)root@localhost [mytest]> desc select * from table_key1 where c6 = '2015-05-06 11:10:36'; +----+-------------+------------+------+---------------+----------+---------+-------+------+-------+ | id | select_type | table      | type | possible_keys | key      | key_len | ref   | rows | Extra | +----+-------------+------------+------+---------------+----------+---------+-------+------+-------+ |  1 | SIMPLE      | table_key1 | ref  | c6_index      | c6_index | 6       | const |    1 | NULL  | +----+-------------+------------+------+---------------+----------+---------+-------+------+-------+ row in set (0.00 sec) 颠覆了我们认识,datetime不是8个字节么,下面来看一下MySQL的版本,没错MySQL5.6是datetime长度是5个字节 (dg1)root@localhost [mytest]> \s -------------- mysql  Ver 14.14 Distrib 5.6.22, for linux-glibc2.5 (x86_64) using  EditLine wrapper Connection id:        3 Current database:    mytest Current user:        root@localhost SSL:            Not in use Current pager:        stdout Using outfile:        '' Using delimiter:    ; Server version:        5.6.22-log MySQL Community Server (GPL) Protocol version:    10 Connection:        Localhost via UNIX socket Server characterset:    gbk Db     characterset:    gbk Client characterset:    gbk Conn.  characterset:    gbk UNIX socket:        /opt/app/mysql/mysql3307.socket Uptime:            4 min 47 sec Threads: 1  Questions: 19  Slow queries: 0  Opens: 75  Flush tables: 1  Open tables: 64  Queries per second avg: 0.066 -------------- (dg1)root@localhost [mytest]> 小结:在MySQL5.6版本,是否还得使用timestamp类型应该是仁者见仁智者见智的问题了,datetime是五个字节,timestamp范围比较窄(1970-2037年),不排除后续版本会修改其范围值

    4.字符类型

    表结构,字符集是UTF8 (dg1)root@127.0.0.1 [mytest]> desc table_key; +---------+-------------+------+-----+---------+-------+ | Field   | Type        | Null | Key | Default | Extra | +---------+-------------+------+-----+---------+-------+ | id      | int(11)     | NO   |     | NULL    |       | | sid     | bigint(20)  | NO   |     | 0       |       | | name    | char(10)    | YES  |     | NULL    |       | | age     | tinyint(4)  | YES  |     | NULL    |       | | sex     | tinyint(4)  | NO   |     | NULL    |       | | address | varchar(10) | YES  | MUL | NULL    |       | +---------+-------------+------+-----+---------+-------+ rows in set (0.01 sec) 看看定长字符类型char的索引长度,在NOT NULL 和NULL中分别为10*3和10*3+1 (dg1)root@127.0.0.1 [mytest]> alter table table_key add index name_index (name); Query OK, 0 rows affected (0.01 sec) Records: 0  Duplicates: 0  Warnings: 0 (dg1)root@127.0.0.1 [mytest]> explain extended select * from table_key where name='zhangsan'; +----+-------------+-----------+------+---------------+------------+---------+-------+------+----------+-----------------------+ | id | select_type | table     | type | possible_keys | key        | key_len | ref   | rows | filtered | Extra                 | +----+-------------+-----------+------+---------------+------------+---------+-------+------+----------+-----------------------+ |  1 | SIMPLE      | table_key | ref  | name_index    | name_index | 30      | const |    1 |   100.00 | Using index condition | +----+-------------+-----------+------+---------------+------------+---------+-------+------+----------+-----------------------+ row in set, 1 warning (0.00 sec) (dg1)root@127.0.0.1 [mytest]>  (dg1)root@127.0.0.1 [mytest]> alter table table_key modify name char(10); Query OK, 0 rows affected (0.05 sec) Records: 0  Duplicates: 0  Warnings: 0 (dg1)root@127.0.0.1 [mytest]> explain extended select * from table_key where name='zhangsan'; +----+-------------+-----------+------+---------------+------------+---------+-------+------+----------+-----------------------+ | id | select_type | table     | type | possible_keys | key        | key_len | ref   | rows | filtered | Extra                 | +----+-------------+-----------+------+---------------+------------+---------+-------+------+----------+-----------------------+ |  1 | SIMPLE      | table_key | ref  | name_index    | name_index | 31      | const |    1 |   100.00 | Using index condition | +----+-------------+-----------+------+---------------+------------+---------+-------+------+----------+-----------------------+ row in set, 1 warning (0.00 sec) 看看变长长字符类型varchar的索引长度,在NOT NULL 和NULL中分别为10*3+2和10*3+2+1 (dg1)root@127.0.0.1 [mytest]> explain extended select * from table_key where address='shanghai'; +----+-------------+-----------+------+---------------+---------------+---------+-------+------+----------+-----------------------+ | id | select_type | table     | type | possible_keys | key           | key_len | ref   | rows | filtered | Extra                 | +----+-------------+-----------+------+---------------+---------------+---------+-------+------+----------+-----------------------+ |  1 | SIMPLE      | table_key | ref  | address_index | address_index | 32      | const |    1 |   100.00 | Using index condition | +----+-------------+-----------+------+---------------+---------------+---------+-------+------+----------+-----------------------+ row in set, 1 warning (0.01 sec) (dg1)root@127.0.0.1 [mytest]>  (dg1)root@127.0.0.1 [mytest]> alter table table_key modify address varchar(10); Query OK, 0 rows affected (0.10 sec) Records: 0  Duplicates: 0  Warnings: 0 (dg1)root@127.0.0.1 [mytest]> explain extended select * from table_key where address='shanghai'; +----+-------------+-----------+------+---------------+---------------+---------+-------+------+----------+-----------------------+ | id | select_type | table     | type | possible_keys | key           | key_len | ref   | rows | filtered | Extra                 | +----+-------------+-----------+------+---------------+---------------+---------+-------+------+----------+-----------------------+ |  1 | SIMPLE      | table_key | ref  | address_index | address_index | 33      | const |    1 |   100.00 | Using index condition | +----+-------------+-----------+------+---------------+---------------+---------+-------+------+----------+-----------------------+ row in set, 1 warning (0.00 sec) (dg1)root@127.0.0.1 [mytest]> 来看看复合索引的key_len,(刚才测试GBK字符集,字符集转换成GBK了) (dg1)root@127.0.0.1 [mytest]> desc table_key; +---------+-------------+------+-----+---------+-------+ | Field   | Type        | Null | Key | Default | Extra | +---------+-------------+------+-----+---------+-------+ | id      | int(11)     | NO   |     | NULL    |       | | sid     | bigint(20)  | NO   |     | 0       |       | | name    | char(10)    | NO   |     |         |       | | age     | tinyint(4)  | YES  |     | NULL    |       | | sex     | tinyint(4)  | NO   |     | NULL    |       | | address | varchar(10) | NO   | MUL |         |       | +---------+-------------+------+-----+---------+-------+ rows in set (0.01 sec) (dg1)root@127.0.0.1 [mytest]> alter table table_key drop index name_index; Query OK, 0 rows affected (0.01 sec) Records: 0  Duplicates: 0  Warnings: 0 (dg1)root@127.0.0.1 [mytest]> alter table table_key drop index address_index; Query OK, 0 rows affected (0.01 sec) Records: 0  Duplicates: 0  Warnings: 0 (dg1)root@127.0.0.1 [mytest]> alter table table_key add index name_address_index (name,address); Query OK, 0 rows affected (0.02 sec) Records: 0  Duplicates: 0  Warnings: 0 (dg1)root@127.0.0.1 [mytest]> explain extended select * from table_key where address='shanghai' and name='zhangsan'; +----+-------------+-----------+------+--------------------+--------------------+---------+-------------+------+----------+-----------------------+ | id | select_type | table     | type | possible_keys      | key                | key_len | ref         | rows | filtered | Extra                 | +----+-------------+-----------+------+--------------------+--------------------+---------+-------------+------+----------+-----------------------+ |  1 | SIMPLE      | table_key | ref  | name_address_index | name_address_index | 42      | const,const |    1 |   100.00 | Using index condition | +----+-------------+-----------+------+--------------------+--------------------+---------+-------------+------+----------+-----------------------+ row in set, 1 warning (0.00 sec) 看看复合索引的长度,因为能全部使用到组合索引,所以是:2*(10)+2*(20)+2=42,下面将name字段允许为空,再来看看 (dg1)root@127.0.0.1 [mytest]> alter table table_key modify name char(10); (dg1)root@127.0.0.1 [mytest]> explain extended select * from table_key where name='zhangsan' and address='shanghai'; +----+-------------+-----------+------+--------------------+--------------------+---------+-------------+------+----------+-----------------------+ | id | select_type | table     | type | possible_keys      | key                | key_len | ref         | rows | filtered | Extra                 | +----+-------------+-----------+------+--------------------+--------------------+---------+-------------+------+----------+-----------------------+ |  1 | SIMPLE      | table_key | ref  | name_address_index | name_address_index | 43      | const,const |    1 |   100.00 | Using index condition | +----+-------------+-----------+------+--------------------+--------------------+---------+-------------+------+----------+-----------------------+ row in set, 1 warning (0.00 sec) 看看复合索引的长度,因为能全部使用到组合索引,所以是:2*(10)+1+2*(20)+2=43 (dg1)root@127.0.0.1 [mytest]> explain extended select * from table_key where name='zhangsan'; +----+-------------+-----------+------+--------------------+--------------------+---------+-------+------+----------+-----------------------+ | id | select_type | table     | type | possible_keys      | key                | key_len | ref   | rows | filtered | Extra                 | +----+-------------+-----------+------+--------------------+--------------------+---------+-------+------+----------+-----------------------+ |  1 | SIMPLE      | table_key | ref  | name_address_index | name_address_index | 21      | const |    1 |   100.00 | Using index condition | +----+-------------+-----------+------+--------------------+--------------------+---------+-------+------+----------+-----------------------+ row in set, 1 warning (0.00 sec) 那么我们来看看部分使用复合索引:2*(10)+1,将address设置为允许为空,再来看看 (dg1)root@127.0.0.1 [mytest]> alter table table_key modify address varchar(10); Query OK, 0 rows affected (0.04 sec) Records: 0  Duplicates: 0  Warnings: 0 (dg1)root@127.0.0.1 [mytest]> explain extended select * from table_key where name='zhangsan' and address='shanghai'; +----+-------------+-----------+------+--------------------+--------------------+---------+-------------+------+----------+-----------------------+ | id | select_type | table     | type | possible_keys      | key                | key_len | ref         | rows | filtered | Extra                 | +----+-------------+-----------+------+--------------------+--------------------+---------+-------------+------+----------+-----------------------+ |  1 | SIMPLE      | table_key | ref  | name_address_index | name_address_index | 44      | const,const |    1 |   100.00 | Using index condition | +----+-------------+-----------+------+--------------------+--------------------+---------+-------------+------+----------+-----------------------+ row in set, 1 warning (0.00 sec) (dg1)root@127.0.0.1 [mytest]>  这时候key_len=2*(10)+1+2*(10)+2+1=44

    总结

    1.整数类型,浮点数类型,时间类型的索引长度

    NOT NULL=字段本身的字段长度

    NULL=字段本身的字段长度+1,因为需要有是否为空的标记,这个标记需要占用1个字节

    datetime类型在5.6中字段长度是5个字节

    2.字符类型

    varchr(n)变长字段且允许NULL    =  n * ( utf8=3,gbk=2,latin1=1)+1(NULL)+2 varchr(n)变长字段且不允许NULL  =  n * ( utf8=3,gbk=2,latin1=1)+2 char(n)固定字段且允许NULL      =  n * ( utf8=3,gbk=2,latin1=1)+1(NULL) char(n)固定字段且允许NULL      =  n * ( utf8=3,gbk=2,latin1=1)

    变长字段需要额外的2个字节(VARCHAR值保存时只保存需要的字符数,另加一个字节来记录长度(如果列声明的长度超过255,则使用两个字节),所以VARCAHR索引长度计算时候要加2),固定长度字段不需要额外的字节。而null都需要1个字节的额外空间,所以索引字段最好不要为NULL,因为NULL让统计更加复杂,并且需要额外的存储空间。这个结论在此得到了证实,复合索引有最左前缀的特性,如果复合索引能全部使用上,则是复合索引字段的索引长度之和,这也可以用来判定复合索引是否部分使用,还是全部使用。

    本文来自云栖社区合作伙伴“DBGEEK”

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