MySQL教程100-索引在什么情况下不会被使用?

索引可以提高查询的速度,但并不是使用带有索引的字段查询时,索引都会起作用。使用索引有几种特殊情况,在这些情况下,有可能使用带有索引的字段查询时,索引并没有起作用,下面重点介绍这几种特殊情况。

1. 查询语句中使用LIKE关键字

在查询语句中使用 LIKE 关键字进行查询时,如果匹配字符串的第一个字符为“%”,索引不会被使用。如果“%”不是在第一个位置,索引就会被使用。

例 1

为了便于理解,我们先查询 tb_student 表中的数据,SQL 语句和运行结果如下:

mysql> select * from tb_student_info;
+----+--------+--------+------+------+--------+------------+
| id | name   | deptId | age  | sex  | height | login_date |
+----+--------+--------+------+------+--------+------------+
|  1 | Dany   |      1 |   25 | F    |    160 | 2015-09-10 |
|  2 | Green  |      3 |   23 | F    |    158 | 2016-10-22 |
|  3 | Henry  |      2 |   23 | M    |    185 | 2015-05-31 |
|  4 | Jane   |      1 |   22 | F    |    162 | 2016-12-20 |
|  5 | Jim    |      1 |   66 | M    |    175 | 2016-01-15 |
|  6 | John   |      2 |   21 | M    |    172 | 2015-11-11 |
|  7 | Lily   |      6 |   22 | F    |    165 | 2016-02-26 |
|  8 | Susan  |      4 |   23 | F    |    170 | 2015-10-01 |
|  9 | Thomas |      3 |   22 | M    |    178 | 2016-06-07 |
| 10 | Tom    |      4 |   23 | M    |    165 | 2016-08-05 |
| 12 | jijiji |      1 |  667 | 1    |    176 | 2020-08-24 |
+----+--------+--------+------+------+--------+------------+
11 rows in set (0.00 sec)

下面在查询语句中使用 LIKE 关键字,且匹配的字符串中含有“%”符号,使用 EXPLAIN 分析查询情况,SQL 语句和运行结果如下:

mysql> explain select * from tb_student_info where name like '%y';
+----+-------------+-----------------+------------+------+---------------+------+---------+------+------+----------+-------------+
| id | select_type | table           | partitions | type | possible_keys | key  | key_len | ref  | rows | filtered | Extra       |
+----+-------------+-----------------+------------+------+---------------+------+---------+------+------+----------+-------------+
|  1 | SIMPLE      | tb_student_info | NULL       | ALL  | NULL          | NULL | NULL    | NULL |   12 |    11.11 | Using where |
+----+-------------+-----------------+------------+------+---------------+------+---------+------+------+----------+-------------+
1 row in set, 1 warning (0.00 sec)

mysql> alter table tb_student_info add index index_name (name);
Query OK, 0 rows affected (0.51 sec)
Records: 0  Duplicates: 0  Warnings: 0

mysql> explain select * from tb_student_info where name like '%y';
+----+-------------+-----------------+------------+------+---------------+------+---------+------+------+----------+-------------+
| id | select_type | table           | partitions | type | possible_keys | key  | key_len | ref  | rows | filtered | Extra       |
+----+-------------+-----------------+------------+------+---------------+------+---------+------+------+----------+-------------+
|  1 | SIMPLE      | tb_student_info | NULL       | ALL  | NULL          | NULL | NULL    | NULL |   12 |    11.11 | Using where |
+----+-------------+-----------------+------------+------+---------------+------+---------+------+------+----------+-------------+
1 row in set, 1 warning (0.00 sec)

mysql> explain select * from tb_student_info where name like 'y%';
+----+-------------+-----------------+------------+-------+---------------+------------+---------+------+------+----------+-----------------------+
| id | select_type | table           | partitions | type  | possible_keys | key        | key_len | ref  | rows | filtered | Extra                 |
+----+-------------+-----------------+------------+-------+---------------+------------+---------+------+------+----------+-----------------------+
|  1 | SIMPLE      | tb_student_info | NULL       | range | index_name    | index_name | 77      | NULL |    1 |   100.00 | Using index condition |
+----+-------------+-----------------+------------+-------+---------------+------------+---------+------+------+----------+-----------------------+
1 row in set, 1 warning (0.07 sec)

第一个查询语句执行后,rows 参数的值为 12,表示这次查询过程中查询了 12 条记录;创建索引之后第二个查询语句执行后,rows 参数的值为 12,表示这次查询过程只查询 12 条记录。第三次查询同样是使用 name 字段进行查询,因为第一个和第二个查询语句的 LIKE 关键字后的字符串是以“%”开头的,所以第二个查询语句没有使用索引(第一个查询的时候还没建立索引),而第三个查询语句使用了索引 index_name。

注意: 关于explain的使用, 可以查看这里

2. 查询语句中使用多列索引

多列索引是在表的多个字段上创建一个索引,只有查询条件中使用了这些字段中的第一个字段,索引才会被使用。

例 2

在 name 和 age 两个字段上创建多列索引,并验证多列索引的使用情况,SQL 语句和运行结果如下:

mysql> alter table tb_student_info add index index_name_age (name, age);
Query OK, 0 rows affected (0.56 sec)
Records: 0  Duplicates: 0  Warnings: 0

删除之前name列上的索引'index_name'

mysql> drop index index_name on tb_student_info;
Query OK, 0 rows affected (0.25 sec)
Records: 0  Duplicates: 0  Warnings: 0

查看现在表tb_student_info上的索引

mysql> show index from tb_student_infoG;
*************************** 1. row ***************************
        Table: tb_student_info
   Non_unique: 0
     Key_name: PRIMARY
 Seq_in_index: 1
  Column_name: id
    Collation: A
  Cardinality: 13
     Sub_part: NULL
       Packed: NULL
         Null:
   Index_type: BTREE
      Comment:
Index_comment:
      Visible: YES
   Expression: NULL
*************************** 2. row ***************************
        Table: tb_student_info
   Non_unique: 1
     Key_name: index_name_age
 Seq_in_index: 1
  Column_name: name
    Collation: A
  Cardinality: 11
     Sub_part: NULL
       Packed: NULL
         Null:
   Index_type: BTREE
      Comment:
Index_comment:
      Visible: YES
   Expression: NULL
*************************** 3. row ***************************
        Table: tb_student_info
   Non_unique: 1
     Key_name: index_name_age
 Seq_in_index: 2
  Column_name: age
    Collation: A
  Cardinality: 11
     Sub_part: NULL
       Packed: NULL
         Null: YES
   Index_type: BTREE
      Comment:
Index_comment:
      Visible: YES
   Expression: NULL
3 rows in set (0.00 sec)

如上, 一个主键, 还有一个是组合索引, 组合字段是name和age...

执行分别查询name和age的sql, 如下:

mysql> explain select * from tb_student_info where name like 'y%';
+----+-------------+-----------------+------------+-------+----------------+----------------+---------+------+------+----------+-----------------------+
| id | select_type | table           | partitions | type  | possible_keys  | key            | key_len | ref  | rows | filtered | Extra                 |
+----+-------------+-----------------+------------+-------+----------------+----------------+---------+------+------+----------+-----------------------+
|  1 | SIMPLE      | tb_student_info | NULL       | range | index_name_age | index_name_age | 77      | NULL |    1 |   100.00 | Using index condition |
+----+-------------+-----------------+------------+-------+----------------+----------------+---------+------+------+----------+-----------------------+
1 row in set, 1 warning (0.00 sec)

mysql> explain select * from tb_student_info where age = 12;
+----+-------------+-----------------+------------+------+---------------+------+---------+------+------+----------+-------------+
| id | select_type | table           | partitions | type | possible_keys | key  | key_len | ref  | rows | filtered | Extra       |
+----+-------------+-----------------+------------+------+---------------+------+---------+------+------+----------+-------------+
|  1 | SIMPLE      | tb_student_info | NULL       | ALL  | NULL          | NULL | NULL    | NULL |   12 |    10.00 | Using where |
+----+-------------+-----------------+------------+------+---------------+------+---------+------+------+----------+-------------+
1 row in set, 1 warning (0.00 sec)

第一条查询语句的查询条件使用了 name 字段,分析结果显示 rows 参数的值为 1,且查询过程中使用了 index_name_age 索引。第二条查询语句的查询条件使用了 age 字段,结果显示 rows 参数的值为 12,且 key 参数的值为 NULL,这说明第二个查询语句没有使用索引。

因为 name 字段是多列索引的第一个字段,所以只有查询条件中使用了 name 字段才会使 index_name_age 索引起作用。

mysql> explain select * from tb_student_info where age=23 and name = 'Green';
+----+-------------+-----------------+------------+------+----------------+----------------+---------+-------------+------+----------+-------+
| id | select_type | table           | partitions | type | possible_keys  | key            | key_len | ref         | rows | filtered | Extra |
+----+-------------+-----------------+------------+------+----------------+----------------+---------+-------------+------+----------+-------+
|  1 | SIMPLE      | tb_student_info | NULL       | ref  | index_name_age | index_name_age | 82      | const,const |    1 |   100.00 | NULL  |
+----+-------------+-----------------+------------+------+----------------+----------------+---------+-------------+------+----------+-------+
1 row in set, 1 warning (0.00 sec)

mysql> explain select * from tb_student_info where  name = 'Green' and age = 23;
+----+-------------+-----------------+------------+------+----------------+----------------+---------+-------------+------+----------+-------+
| id | select_type | table           | partitions | type | possible_keys  | key            | key_len | ref         | rows | filtered | Extra |
+----+-------------+-----------------+------------+------+----------------+----------------+---------+-------------+------+----------+-------+
|  1 | SIMPLE      | tb_student_info | NULL       | ref  | index_name_age | index_name_age | 82      | const,const |    1 |   100.00 | NULL  |
+----+-------------+-----------------+------------+------+----------------+----------------+---------+-------------+------+----------+-------+
1 row in set, 1 warning (0.00 sec)

如上, 查询中的where条件中用到了name和age两列, 可以看出, 不管where条件中先写age还是name都对使用索引index_name_age没有影响, 因为两个sql中的where条件中都有name列, 根据索引index_name_age的第一个字段就是name, 所以索引被使用

mysql> explain select * from tb_student_info where  name = 'Green' and sex = 'F';
+----+-------------+-----------------+------------+------+----------------+----------------+---------+-------+------+----------+-------------+
| id | select_type | table           | partitions | type | possible_keys  | key            | key_len | ref   | rows | filtered | Extra       |
+----+-------------+-----------------+------------+------+----------------+----------------+---------+-------+------+----------+-------------+
|  1 | SIMPLE      | tb_student_info | NULL       | ref  | index_name_age | index_name_age | 77      | const |    1 |    10.00 | Using where |
+----+-------------+-----------------+------------+------+----------------+----------------+---------+-------+------+----------+-------------+
1 row in set, 1 warning (0.00 sec)

where条件中使用了name和sex, 依然使用了索引, 因为where条件中的name得以使用索引...

3. 查询语句中使用OR关键字

查询语句只有 OR 关键字时,如果 OR 前后的两个条件的列都是索引,那么查询中将使用索引。如果 OR 前后有一个条件的列不是索引,那么查询中将不使用索引。

例 3

下面演示 OR 关键字的使用。

mysql> explain select * from tb_student_info where name='Green' or age>1;
+----+-------------+-----------------+------------+------+----------------+------+---------+------+------+----------+-------------+
| id | select_type | table           | partitions | type | possible_keys  | key  | key_len | ref  | rows | filtered | Extra       |
+----+-------------+-----------------+------------+------+----------------+------+---------+------+------+----------+-------------+
|  1 | SIMPLE      | tb_student_info | NULL       | ALL  | index_name_age | NULL | NULL    | NULL |   12 |    40.00 | Using where |
+----+-------------+-----------------+------------+------+----------------+------+---------+------+------+----------+-------------+
1 row in set, 1 warning (0.00 sec)

mysql> explain select * from tb_student_info where name='Green' or (name='Green' and age=23);
+----+-------------+-----------------+------------+------+----------------+----------------+---------+-------+------+----------+-------+
| id | select_type | table           | partitions | type | possible_keys  | key            | key_len | ref   | rows | filtered | Extra |
+----+-------------+-----------------+------------+------+----------------+----------------+---------+-------+------+----------+-------+
|  1 | SIMPLE      | tb_student_info | NULL       | ref  | index_name_age | index_name_age | 77      | const |    1 |   100.00 | NULL  |
+----+-------------+-----------------+------------+------+----------------+----------------+---------+-------+------+----------+-------+
1 row in set, 1 warning (0.00 sec)

mysql> explain select * from tb_student_info where name='Green' or id=1;
+----+-------------+-----------------+------------+-------------+------------------------+------------------------+---------+------+------+----------+-------------------------------------------------------+
| id | select_type | table           | partitions | type        | possible_keys          | key                    | key_len | ref  | rows | filtered | Extra
                                     |
+----+-------------+-----------------+------------+-------------+------------------------+------------------------+---------+------+------+----------+-------------------------------------------------------+
|  1 | SIMPLE      | tb_student_info | NULL       | index_merge | PRIMARY,index_name_age | index_name_age,PRIMARY | 77,4    | NULL |    2 |   100.00 | Using sort_union(index_name_age,PRIMARY); Using where |
+----+-------------+-----------------+------------+-------------+------------------------+------------------------+---------+------+------+----------+-------------------------------------------------------+
1 row in set, 1 warning (0.00 sec)

由于 单独的age字段没有索引,所以第一条查询语句没有使用索引, 因为or后面的age单独使用, 没有涉及到索引index_name_age第一个字段name的使用;第二个查询or前面的name和or后面的都设计到了索引index_name_age, 所以使用了此索引; 而最后一个查询name 字段和 id 字段都有索引, 使用了 index_name_age 和 PRIMARY 索引

其实综上一定要记住, 组合索引的使用, 一定要遵循最左匹配原则!

总结

使用索引查询记录时,一定要注意索引的使用情况。例如,LIKE 关键字配置的字符串不能以“%”开头;使用多列索引时,查询条件必须要使用这个索引的第一个字段;使用 OR 关键字时,OR 关键字连接的所有条件都必须使用索引。

原文地址:https://www.cnblogs.com/no-celery/p/13559359.html