mysql单独一个join是_图解MySQL的各种 JOIN,看完不懂来找我!

本文通过文氏图解释了MySQL中的INNER JOIN、LEFT JOIN、RIGHT JOIN和FULL OUTER JOIN(不支持),以及LEFT JOIN EXCLUDING INNER JOIN、RIGHT JOIN EXCLUDING INNER JOIN、FULL OUTER JOIN EXCLUDING INNER JOIN等延伸用法,帮助读者理解SQL JOIN的区别和使用场景。

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从业以来主要在做客户端,用到的数据库都是表结构比较简单的 SQLite,以我那还给老师一大半的 SQL 水平倒也能对付。现在偶尔需要到后台的 SQL Server 里追查一些数据问题,就显得有点捉襟见肘了,特别是各种 JOIN,有时候傻傻分不清楚,于是索性弄明白并做个记录。

前言

在各种问答社区里谈及 SQL 里的各种 JOIN 之间的区别时,最被广为引用的是 CodeProject 上 C.L. Moffatt 的文章 Visual Representation of SQL Joins,他确实讲得简单明了,使用文氏图来帮助理解,效果明显。本文将沿用他的讲解方式,稍有演绎,可以视为该文较为粗糙的中译版。

约定

下文将使用两个数据库表 Table_A 和 Table_B 来进行示例讲解,其结构与数据分别如下:

`mysql> SELECT * FROM Table_A ORDER BY PK ASC;

+----+---------+

| PK | Value |

+----+---------+

| 1 | both ab |

| 2 | only a |

+----+---------+

2 rows in set (0.00 sec)

mysql> SELECT * from Table_B ORDER BY PK ASC;

+----+---------+

| PK | Value |

+----+---------+

| 1 | both ab |

| 3 | only b |

+----+---------+

2 rows in set (0.00 sec)`

其中 PK 为 1 的记录在 Table_A 和 Table_B 中都有,2 为 Table_A 特有,3 为 Table_B 特有。

常用的 JOIN

1、INNER JOIN

INNER JOIN 一般被译作内连接。内连接查询能将左表(表 A)和右表(表 B)中能关联起来的数据连接后返回。文氏图:

251f91c66db2

image

INNER JOIN

示例查询:

`SELECT A.PK AS A_PK, B.PK AS B_PK,

A.Value AS A_Value, B.Value AS B_Value

FROM Table_A A

INNER JOIN Table_B B

ON A.PK = B.PK;`

查询结果:

`+------+------+---------+---------+

| A_PK | B_PK | A_Value | B_Value |

+------+------+---------+---------+

| 1 | 1 | both ab | both ab |

+------+------+---------+---------+

1 row in set (0.00 sec)`

注:其中 A 为 Table_A 的别名,B 为 Table_B 的别名,下同。2、LEFT JOINLEFT JOIN 一般被译作左连接,也写作 LEFT OUTER JOIN。左连接查询会返回左表(表 A)中所有记录,不管右表(表 B)中有没有关联的数据。在右表中找到的关联数据列也会被一起返回。

文氏图:

251f91c66db2

image

LEFT JOIN

示例查询:

`SELECT A.PK AS A_PK, B.PK AS B_PK,

A.Value AS A_Value, B.Value AS B_Value

FROM Table_A A

LEFT JOIN Table_B B

ON A.PK = B.PK;`

查询结果:

`+------+------+---------+---------+

| A_PK | B_PK | A_Value | B_Value |

+------+------+---------+---------+

| 1 | 1 | both ab | both ba |

| 2 | NULL | only a | NULL |

+------+------+---------+---------+

2 rows in set (0.00 sec)`

3、RIGHT JOIN

RIGHT JOIN 一般被译作右连接,也写作 RIGHT OUTER JOIN。右连接查询会返回右表(表 B)中所有记录,不管左表(表 A)中有没有关联的数据。在左表中找到的关联数据列也会被一起返回。文氏图:

251f91c66db2

image

RIGHT JOIN

示例查询:

`SELECT A.PK AS A_PK, B.PK AS B_PK,

A.Value AS A_Value, B.Value AS B_Value

FROM Table_A A

RIGHT JOIN Table_B B

ON A.PK = B.PK;`

查询结果:

`+------+------+---------+---------+

| A_PK | B_PK | A_Value | B_Value |

+------+------+---------+---------+

| 1 | 1 | both ab | both ba |

| NULL | 3 | NULL | only b |

+------+------+---------+---------+

2 rows in set (0.00 sec)`

4、FULL OUTER JOIN

FULL OUTER JOIN 一般被译作外连接、全连接,实际查询语句中可以写作 FULL OUTER JOIN 或 FULL JOIN。外连接查询能返回左右表里的所有记录,其中左右表里能关联起来的记录被连接后返回。文氏图:

251f91c66db2

image

FULL OUTER JOIN

示例查询:

`SELECT A.PK AS A_PK, B.PK AS B_PK,

A.Value AS A_Value, B.Value AS B_Value

FROM Table_A A

FULL OUTER JOIN Table_B B

ON A.PK = B.PK;`

查询结果:

`ERROR 1064 (42000): You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near 'FULL OUTER JOIN Table_B B

ON A.PK = B.PK' at line 4`

注:我当前示例使用的 MySQL 不支持 FULL OUTER JOIN。应当返回的结果(使用 UNION 模拟):

`mysql> SELECT *

-> FROM Table_A

-> LEFT JOIN Table_B

-> ON Table_A.PK = Table_B.PK

-> UNION ALL

-> SELECT *

-> FROM Table_A

-> RIGHT JOIN Table_B

-> ON Table_A.PK = Table_B.PK

-> WHERE Table_A.PK IS NULL;

+------+---------+------+---------+

| PK | Value | PK | Value |

+------+---------+------+---------+

| 1 | both ab | 1 | both ba |

| 2 | only a | NULL | NULL |

| NULL | NULL | 3 | only b |

+------+---------+------+---------+

3 rows in set (0.00 sec)`

小结

以上四种,就是 SQL 里常见 JOIN 的种类和概念了,看一下它们的合影:

251f91c66db2

image

小结有没有感觉少了些什么,学数学集合时完全不止这几种情况?确实如此,继续看。

延伸用法

1、LEFT JOIN EXCLUDING INNER JOIN

返回左表有但右表没有关联数据的记录集。

文氏图:

251f91c66db2

image

LEFT JOIN EXCLUDING INNER JOIN

示例查询:

`SELECT A.PK AS A_PK, B.PK AS B_PK,

A.Value AS A_Value, B.Value AS B_Value

FROM Table_A A

LEFT JOIN Table_B B

ON A.PK = B.PK

WHERE B.PK IS NULL;`

查询结果:

`+------+------+---------+---------+

| A_PK | B_PK | A_Value | B_Value |

+------+------+---------+---------+

| 2 | NULL | only a | NULL |

+------+------+---------+---------+

1 row in set (0.01 sec)`

2、RIGHT JOIN EXCLUDING INNER JOIN

返回右表有但左表没有关联数据的记录集。

文氏图:

251f91c66db2

image

RIGHT JOIN EXCLUDING INNER JOIN

示例查询:

`SELECT A.PK AS A_PK, B.PK AS B_PK,

A.Value AS A_Value, B.Value AS B_Value

FROM Table_A A

RIGHT JOIN Table_B B

ON A.PK = B.PK

WHERE A.PK IS NULL;`

查询结果:

`+------+------+---------+---------+

| A_PK | B_PK | A_Value | B_Value |

+------+------+---------+---------+

| NULL | 3 | NULL | only b |

+------+------+---------+---------+

1 row in set (0.00 sec)`

3、FULL OUTER JOIN EXCLUDING INNER JOIN

返回左表和右表里没有相互关联的记录集。

文氏图:

251f91c66db2

image

FULL OUTER JOIN EXCLUDING INNER JOIN

示例查询:

`SELECT A.PK AS A_PK, B.PK AS B_PK,

A.Value AS A_Value, B.Value AS B_Value

FROM Table_A A

FULL OUTER JOIN Table_B B

ON A.PK = B.PK

WHERE A.PK IS NULL

OR B.PK IS NULL;`

因为使用到了 FULL OUTER JOIN,MySQL 在执行该查询时再次报错。

`ERROR 1064 (42000): You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near 'FULL OUTER JOIN Table_B B

ON A.PK = B.PK

WHERE A.PK IS NULL

OR B.PK IS NULL' at line 4`

应当返回的结果(用 UNION 模拟):

`mysql> SELECT *

-> FROM Table_A

-> LEFT JOIN Table_B

-> ON Table_A.PK = Table_B.PK

-> WHERE Table_B.PK IS NULL

-> UNION ALL

-> SELECT *

-> FROM Table_A

-> RIGHT JOIN Table_B

-> ON Table_A.PK = Table_B.PK

-> WHERE Table_A.PK IS NULL;

+------+--------+------+--------+

| PK | Value | PK | Value |

+------+--------+------+--------+

| 2 | only a | NULL | NULL |

| NULL | NULL | 3 | only b |

+------+--------+------+--------+

2 rows in set (0.00 sec)`

总结

以上七种用法基本上可以覆盖各种 JOIN 查询了。七种用法的全家福:

251f91c66db2

image

看着它们,我仿佛回到了当年学数学,求交集并集的时代……顺带张贴一下 C.L. Moffatt 带 SQL 语句的图片,配合学习,风味更佳:

251f91c66db2

image

更多的 JOIN

除以上几种外,还有更多的 JOIN 用法,比如 CROSS JOIN(迪卡尔集)、SELF JOIN,可以参考 SQL JOINS Slide Presentation 学习。

1、CROSS JOIN

返回左表与右表之间符合条件的记录的迪卡尔集。

图示:

251f91c66db2

image

示例查询:

`SELECT A.PK AS A_PK, B.PK AS B_PK,

A.Value AS A_Value, B.Value AS B_Value

FROM Table_A A

CROSS JOIN Table_B B;`

查询结果:

`+------+------+---------+---------+

| A_PK | B_PK | A_Value | B_Value |

+------+------+---------+---------+

| 1 | 1 | both ab | both ba |

| 2 | 1 | only a | both ba |

| 1 | 3 | both ab | only b |

| 2 | 3 | only a | only b |

+------+------+---------+---------+

4 rows in set (0.00 sec)` 上面讲过的几种 JOIN 查询的结果都可以用 CROSS JOIN 加条件模拟出来,比如 INNER JOIN 对应 CROSS JOIN ... WHERE A.PK = B.PK。

2、SELF JOIN

返回表与自己连接后符合条件的记录,一般用在表里有一个字段是用主键作为外键的情况。比如 Table_C 的结构与数据如下:

`+--------+----------+-------------+

| EMP_ID | EMP_NAME | EMP_SUPV_ID |

+--------+----------+-------------+

| 1001 | Ma | NULL |

| 1002 | Zhuang | 1001 |

+--------+----------+-------------+

2 rows in set (0.00 sec)`

EMP_ID 字段表示员工 ID,EMP_NAME 字段表示员工姓名,EMP_SUPV_ID 表示主管 ID。示例查询:现在我们想查询所有有主管的员工及其对应的主管 ID 和姓名,就可以用 SELF JOIN 来实现。

`SELECT A.EMP_ID AS EMP_ID, A.EMP_NAME AS EMP_NAME,

B.EMP_ID AS EMP_SUPV_ID, B.EMP_NAME AS EMP_SUPV_NAME

FROM Table_C A, Table_C B

WHERE A.EMP_SUPV_ID = B.EMP_ID;`

查询结果:

`+--------+----------+-------------+---------------+

| EMP_ID | EMP_NAME | EMP_SUPV_ID | EMP_SUPV_NAME |

+--------+----------+-------------+---------------+

| 1002 | Zhuang | 1001 | Ma |

+--------+----------+-------------+---------------+

1 row in set (0.00 sec)`

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