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MySQL UNION 合并结果集

MySQL UNION 合并结果集

作者: Vincent_Jiang | 来源:发表于2017-12-04 22:42 被阅读713次

    UNION 用于将多个 SELECT 语句的结果合并到结果集中。第一个 SELECT 语句的列名被用作返回结果的列列名。在每个 SELECT 语句的相应位置列出的选定列应该有相同的数据类型。

    测试数据和表结构

    mysql> desc books;
    +-------------+---------------------+------+-----+---------+----------------+
    | Field       | Type                | Null | Key | Default | Extra          |
    +-------------+---------------------+------+-----+---------+----------------+
    | id          | int(10) unsigned    | NO   | PRI | NULL    | auto_increment |
    | name        | varchar(255)        | NO   |     | NULL    |                |
    | create_time | datetime            | NO   |     | NULL    |                |
    | is_hot      | tinyint(3) unsigned | NO   |     | 0       |                |
    +-------------+---------------------+------+-----+---------+----------------+
    4 rows in set (0.00 sec)
    
    mysql> select * from books;
    +----+---------------------------------------+---------------------+--------+
    | id | name                                  | create_time         | is_hot |
    +----+---------------------------------------+---------------------+--------+
    |  1 | Head First Java                       | 2017-12-04 17:19:36 |      0 |
    |  2 | Think in Java                         | 2017-12-02 17:19:36 |      0 |
    |  3 | Clean Code                            | 2017-12-01 17:19:36 |      0 |
    |  4 | The Ruby Programming                  | 2017-12-05 17:19:36 |      1 |
    |  5 | JavaScript Definitive Guides          | 2017-12-06 17:19:36 |      0 |
    |  6 | Java 9 Data Structures and Algorithms | 2017-12-07 17:19:36 |      1 |
    |  7 | The C Programming Language            | 2017-12-08 17:19:36 |      0 |
    |  8 | Pro Spring Boot                       | 2017-12-09 17:19:36 |      1 |
    +----+---------------------------------------+---------------------+--------+
    8 rows in set (0.00 sec)
    

    组合查询

    whereunion 语句在多数情况下可以实现相同的结果集。where 可以实现的语句,一定可以用 union 实现。而 union 可以实现的语句,where 却不一定能做到。因为,union 是可以针对多张表进行结果集的合并。
    查询 id = 1 的记录

    mysql> select * from books where id = 1;
    +----+-----------------+---------------------+--------+
    | id | name            | create_time         | is_hot |
    +----+-----------------+---------------------+--------+
    |  1 | Head First Java | 2017-12-04 17:19:36 |      0 |
    +----+-----------------+---------------------+--------+
    1 row in set (0.00 sec)
    

    查询 is_hot = 1 的记录

    mysql> select * from books where is_hot = 1;
    +----+---------------------------------------+---------------------+--------+
    | id | name                                  | create_time         | is_hot |
    +----+---------------------------------------+---------------------+--------+
    |  4 | The Ruby Programming                  | 2017-12-05 17:19:36 |      1 |
    |  6 | Java 9 Data Structures and Algorithms | 2017-12-07 17:19:36 |      1 |
    |  8 | Pro Spring Boot                       | 2017-12-09 17:19:36 |      1 |
    +----+---------------------------------------+---------------------+--------+
    3 rows in set (0.00 sec)
    

    使用 union 合并两个查询

    mysql> select * from books where id = 1 union select * from books where is_hot = 1;
    +----+---------------------------------------+---------------------+--------+
    | id | name                                  | create_time         | is_hot |
    +----+---------------------------------------+---------------------+--------+
    |  1 | Head First Java                       | 2017-12-04 17:19:36 |      0 |
    |  4 | The Ruby Programming                  | 2017-12-05 17:19:36 |      1 |
    |  6 | Java 9 Data Structures and Algorithms | 2017-12-07 17:19:36 |      1 |
    |  8 | Pro Spring Boot                       | 2017-12-09 17:19:36 |      1 |
    +----+---------------------------------------+---------------------+--------+
    4 rows in set (0.00 sec)
    

    当然,我们通过 select * from books where id = 1 or is_hot = 1 也可以做到,但是 union 是不限于表的。也就是说,我们可以从多个表中查询结果集出来,然后 merge 到第一个查询语句查询的结果集中(前提是字段数量和类型一致)。

    重复项

    默认情况下,我们单单使用 union 语句,会自动帮我们去除重复的项。但是,如果我们使用了 union all 语句,数据库不会帮我们自动去除重复项。

    mysql> select * from books where id > 5 union select * from books where is_hot = 1;
    +----+---------------------------------------+---------------------+--------+
    | id | name                                  | create_time         | is_hot |
    +----+---------------------------------------+---------------------+--------+
    |  6 | Java 9 Data Structures and Algorithms | 2017-12-07 17:19:36 |      1 |
    |  7 | The C Programming Language            | 2017-12-08 17:19:36 |      0 |
    |  8 | Pro Spring Boot                       | 2017-12-09 17:19:36 |      1 |
    |  4 | The Ruby Programming                  | 2017-12-05 17:19:36 |      1 |
    +----+---------------------------------------+---------------------+--------+
    4 rows in set (0.00 sec)
    
    mysql> select * from books where id > 5 union all select * from books where is_hot = 1;
    +----+---------------------------------------+---------------------+--------+
    | id | name                                  | create_time         | is_hot |
    +----+---------------------------------------+---------------------+--------+
    |  6 | Java 9 Data Structures and Algorithms | 2017-12-07 17:19:36 |      1 |
    |  7 | The C Programming Language            | 2017-12-08 17:19:36 |      0 |
    |  8 | Pro Spring Boot                       | 2017-12-09 17:19:36 |      1 |
    |  4 | The Ruby Programming                  | 2017-12-05 17:19:36 |      1 |
    |  6 | Java 9 Data Structures and Algorithms | 2017-12-07 17:19:36 |      1 |
    |  8 | Pro Spring Boot                       | 2017-12-09 17:19:36 |      1 |
    +----+---------------------------------------+---------------------+--------+
    6 rows in set (0.00 sec)
    

    关于排序

    union 中的排序是比较坑的,即使我们在部分结果集这种写了 order by 语句。因为,union 会在合并结果集之后自动的进行排序。意味着在子结果集中的排序,排了也是白排。例如:

    mysql> (select * from books where is_hot = 1 order by create_time desc)
        -> union
        -> (select * from books where is_hot = 0 order by create_time desc);
    +----+---------------------------------------+---------------------+--------+
    | id | name                                  | create_time         | is_hot |
    +----+---------------------------------------+---------------------+--------+
    |  4 | The Ruby Programming                  | 2017-12-05 17:19:36 |      1 |
    |  6 | Java 9 Data Structures and Algorithms | 2017-12-07 17:19:36 |      1 |
    |  8 | Pro Spring Boot                       | 2017-12-09 17:19:36 |      1 |
    |  1 | Head First Java                       | 2017-12-04 17:19:36 |      0 |
    |  2 | Think in Java                         | 2017-12-02 17:19:36 |      0 |
    |  3 | Clean Code                            | 2017-12-01 17:19:36 |      0 |
    |  5 | JavaScript Definitive Guides          | 2017-12-06 17:19:36 |      0 |
    |  7 | The C Programming Language            | 2017-12-08 17:19:36 |      0 |
    +----+---------------------------------------+---------------------+--------+
    8 rows in set (0.00 sec)
    

    从查询的意图来看,我们是想让 is_hot = 1is_hot = 0 的结果集各自按 create_time 字段进行排序。但是结果出乎意外,并没有按我们设定的顺序进行。
    其实,子结果集是进行了排序的,只不过 union 在合并结果集之后,会自动的对整个结果集进行排序。
    假如我们现在有一个需求,is_hot = 1 的是热门书单,is_hot = 0 的是一般书单,然后按热门书单按 create_time 排序,普通书单也按 create_time 排序,返回一个集合。或者分页查询。我们该如何实现这个需求呢?查询语句如下:

    mysql> (select * from books where is_hot = 1 order by create_time desc limit 7)
        -> union
        -> (select * from books where is_hot = 0 order by create_time desc limit 7);
    +----+---------------------------------------+---------------------+--------+
    | id | name                                  | create_time         | is_hot |
    +----+---------------------------------------+---------------------+--------+
    |  8 | Pro Spring Boot                       | 2017-12-09 17:19:36 |      1 |
    |  6 | Java 9 Data Structures and Algorithms | 2017-12-07 17:19:36 |      1 |
    |  4 | The Ruby Programming                  | 2017-12-05 17:19:36 |      1 |
    |  7 | The C Programming Language            | 2017-12-08 17:19:36 |      0 |
    |  5 | JavaScript Definitive Guides          | 2017-12-06 17:19:36 |      0 |
    |  1 | Head First Java                       | 2017-12-04 17:19:36 |      0 |
    |  2 | Think in Java                         | 2017-12-02 17:19:36 |      0 |
    |  3 | Clean Code                            | 2017-12-01 17:19:36 |      0 |
    +----+---------------------------------------+---------------------+--------+
    8 rows in set (0.00 sec)
    

    在每一个查询语句的后面都写上 limit 7 (总条数)。那么分页呢?

    mysql> (select id, name, is_hot, create_time from books where is_hot = 1 order by create_time desc limit 7)
        -> union
        -> (select id, name, is_hot, create_time from books where is_hot = 0 order by create_time desc limit 7)
        -> limit 3 offset 0;
    +----+---------------------------------------+--------+---------------------+
    | id | name                                  | is_hot | create_time         |
    +----+---------------------------------------+--------+---------------------+
    |  8 | Pro Spring Boot                       |      1 | 2017-12-09 17:19:36 |
    |  6 | Java 9 Data Structures and Algorithms |      1 | 2017-12-07 17:19:36 |
    |  4 | The Ruby Programming                  |      1 | 2017-12-05 17:19:36 |
    +----+---------------------------------------+--------+---------------------+
    3 rows in set (0.00 sec)
    
    mysql> (select id, name, is_hot, create_time from books where is_hot = 1 order by create_time desc limit 7)
        -> union
        -> (select id, name, is_hot, create_time from books where is_hot = 0 order by create_time desc limit 7)
        -> limit 3 offset 3;
    +----+------------------------------+--------+---------------------+
    | id | name                         | is_hot | create_time         |
    +----+------------------------------+--------+---------------------+
    |  7 | The C Programming Language   |      0 | 2017-12-08 17:19:36 |
    |  5 | JavaScript Definitive Guides |      0 | 2017-12-06 17:19:36 |
    |  1 | Head First Java              |      0 | 2017-12-04 17:19:36 |
    +----+------------------------------+--------+---------------------+
    3 rows in set (0.00 sec)
    

    多表查询

    创建一张杂志表 magazines 并插入两条数据。

    mysql> desc magazines;
    +-------------+---------------------+------+-----+---------+----------------+
    | Field       | Type                | Null | Key | Default | Extra          |
    +-------------+---------------------+------+-----+---------+----------------+
    | id          | int(10) unsigned    | NO   | PRI | NULL    | auto_increment |
    | name        | varchar(255)        | NO   |     | NULL    |                |
    | create_time | datetime            | NO   |     | NULL    |                |
    | is_hot      | tinyint(2) unsigned | NO   |     | 0       |                |
    +-------------+---------------------+------+-----+---------+----------------+
    4 rows in set (0.00 sec)
    
    mysql> select * from magazines;
    +----+--------------+---------------------+--------+
    | id | name         | create_time         | is_hot |
    +----+--------------+---------------------+--------+
    |  1 | 男人装        | 2017-12-05 09:28:06 |      0 |
    |  2 | 程序员        | 2017-12-01 09:28:06 |      1 |
    +----+--------------+---------------------+--------+
    3 rows in set (0.00 sec)
    

    假如需求是从两张表或者多张表中查询出结果集,并且分页显示。那么这时候 where 很显然做不到,但是 union 却可以轻松做到。例如:查询 booksmagazines 表中 is_hot = 1 的数据。

    mysql> select * from books where is_hot = 1
        -> union
        -> select * from magazines where is_hot = 1;
    +----+---------------------------------------+---------------------+--------+
    | id | name                                  | create_time         | is_hot |
    +----+---------------------------------------+---------------------+--------+
    |  4 | The Ruby Programming                  | 2017-12-05 17:19:36 |      1 |
    |  6 | Java 9 Data Structures and Algorithms | 2017-12-07 17:19:36 |      1 |
    |  8 | Pro Spring Boot                       | 2017-12-09 17:19:36 |      1 |
    |  2 | 程序员                                 | 2017-12-01 09:28:06 |      1 |
    +----+---------------------------------------+---------------------+--------+
    4 rows in set (0.01 sec)
    

    区分多表

    联合多张表查询的时候,有时候会需要做到区分数据来自于哪一张表。比如,查询热门杂志和热门书籍,并且分别显示来自于哪一张表。

    mysql> select *, 'books' as table_name from books where is_hot = 1
        -> union
        -> select *, 'magazines' as table_name from magazines where is_hot = 1;
    +----+---------------------------------------+---------------------+--------+------------+
    | id | name                                  | create_time         | is_hot | table_name |
    +----+---------------------------------------+---------------------+--------+------------+
    |  4 | The Ruby Programming                  | 2017-12-05 17:19:36 |      1 | books      |
    |  6 | Java 9 Data Structures and Algorithms | 2017-12-07 17:19:36 |      1 | books      |
    |  8 | Pro Spring Boot                       | 2017-12-09 17:19:36 |      1 | books      |
    |  2 | 程序员                                 | 2017-12-01 09:28:06 |      1 | magazines  |
    +----+---------------------------------------+---------------------+--------+------------+
    4 rows in set (0.00 sec)
    

    这样查询出来的结果集,封装成对象集合返回给前端,也方便前端对 books 或者 magazines 打不同的 tag

    具体应用场景

    比如我们要对 books 表中的数据进行分页显示,要求热门书籍在上面,普通书籍在下面。热门书籍按 create_time 倒序,普通书籍也按 create_time 倒序。然后分页,每页显示 5 条数据。
    第一页的数据:

    mysql> (select * from books where is_hot = 1 order by create_time desc limit 8)
        -> union
        -> (select * from books where is_hot = 0 order by create_time desc limit 8)
        -> limit 5 offset 0;
    +----+---------------------------------------+---------------------+--------+
    | id | name                                  | create_time         | is_hot |
    +----+---------------------------------------+---------------------+--------+
    |  8 | Pro Spring Boot                       | 2017-12-09 17:19:36 |      1 |
    |  6 | Java 9 Data Structures and Algorithms | 2017-12-07 17:19:36 |      1 |
    |  4 | The Ruby Programming                  | 2017-12-05 17:19:36 |      1 |
    |  7 | The C Programming Language            | 2017-12-08 17:19:36 |      0 |
    |  5 | JavaScript Definitive Guides          | 2017-12-06 17:19:36 |      0 |
    +----+---------------------------------------+---------------------+--------+
    5 rows in set (0.01 sec)
    

    第二页的数据:

    mysql> (select * from books where is_hot = 1 order by create_time desc limit 8)
        -> union
        -> (select * from books where is_hot = 0 order by create_time desc limit 8)
        -> limit 5 offset 5;
    +----+-----------------+---------------------+--------+
    | id | name            | create_time         | is_hot |
    +----+-----------------+---------------------+--------+
    |  1 | Head First Java | 2017-12-04 17:19:36 |      0 |
    |  2 | Think in Java   | 2017-12-02 17:19:36 |      0 |
    |  3 | Clean Code      | 2017-12-01 17:19:36 |      0 |
    +----+-----------------+---------------------+--------+
    3 rows in set (0.00 sec)
    

    参考资料

    https://dev.mysql.com/doc/refman/5.7/en/any-in-some-subqueries.html

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