SQL專欄
SQL資料庫基礎知識彙總SQL資料庫進階知識彙總
作者:碼志
從業以來主要在做用戶端,用到的資料庫都是表結構比較簡單的 SQLite,以我那還給老師一大半的 SQL 水準倒也能對付。現在偶爾需要到背景的 SQL Server 裡追查一些資料問題,就顯得有點捉襟見肘了,特别是各種 JOIN,有時候傻傻分不清楚,于是索性弄明白并做個記錄。
前言
在各種問答社群裡談及 SQL 裡的各種 JOIN 之間的差別時,最被廣為引用的是 CodeProject 上 C.L. Moffatt 的文章 Visual Representation of SQL Joins,他确實講得簡單明了,使用文氏圖來幫助了解,效果明顯。本文将沿用他的講解方式,稍有演繹,可以視為該文較為粗糙的中譯版。
約定
下文将使用兩個資料庫表 Table_A 和 Table_B 來進行示例講解,其結構與資料分别如下:
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 為 1 的記錄在 Table_A 和 Table_B 中都有,2 為 Table_A 特有,3 為 Table_B 特有。
常用的 JOIN
1、INNER JOIN
INNER JOIN 一般被譯作内連接配接。内連接配接查詢能将左表(表 A)和右表(表 B)中能關聯起來的資料連接配接後傳回。文氏圖:

INNER JOIN示例查詢:
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;
查詢結果:
+------+------+---------+---------+
| 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 為 Table_A 的别名,B 為 Table_B 的别名,下同。
2、LEFT JOINLEFT JOIN 一般被譯作左連接配接,也寫作 LEFT OUTER JOIN。左連接配接查詢會傳回左表(表 A)中所有記錄,不管右表(表 B)中有沒有關聯的資料。在右表中找到的關聯資料列也會被一起傳回。文氏圖:
LEFT JOIN示例查詢:
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;
查詢結果:
+------+------+---------+---------+
| 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 一般被譯作右連接配接,也寫作 RIGHT OUTER JOIN。右連接配接查詢會傳回右表(表 B)中所有記錄,不管左表(表 A)中有沒有關聯的資料。在左表中找到的關聯資料列也會被一起傳回。文氏圖:
RIGHT JOIN示例查詢:
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;
查詢結果:
+------+------+---------+---------+
| 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 一般被譯作外連接配接、全連接配接,實際查詢語句中可以寫作 FULL OUTER JOIN 或 FULL JOIN。外連接配接查詢能傳回左右表裡的所有記錄,其中左右表裡能關聯起來的記錄被連接配接後傳回。文氏圖:
FULL OUTER JOIN示例查詢:
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;
查詢結果:
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:我目前示例使用的 MySQL 不支援 FULL OUTER JOIN。應當傳回的結果(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)
小結
以上四種,就是 SQL 裡常見 JOIN 的種類和概念了,看一下它們的合影:
小結有沒有感覺少了些什麼,學數學集合時完全不止這幾種情況?确實如此,繼續看。
延伸用法
1、LEFT JOIN EXCLUDING INNER JOIN
傳回左表有但右表沒有關聯資料的記錄集。文氏圖:
LEFT JOIN EXCLUDING INNER JOIN示例查詢:
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;
查詢結果:
+------+------+---------+---------+
| 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
傳回右表有但左表沒有關聯資料的記錄集。文氏圖:
RIGHT JOIN EXCLUDING INNER JOIN示例查詢:
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;
查詢結果:
+------+------+---------+---------+
| 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
傳回左表和右表裡沒有互相關聯的記錄集。文氏圖:
FULL OUTER JOIN EXCLUDING INNER JOIN示例查詢:
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;
因為使用到了 FULL OUTER JOIN,MySQL 在執行該查詢時再次報錯。
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
應當傳回的結果(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)
總結
以上七種用法基本上可以覆寫各種 JOIN 查詢了。七種用法的全家福:
看着它們,我仿佛回到了當年學數學,求交集并集的時代……順帶張貼一下 C.L. Moffatt 帶 SQL 語句的圖檔,配合學習,風味更佳:
更多的 JOIN
除以上幾種外,還有更多的 JOIN 用法,比如 CROSS JOIN(迪卡爾集)、SELF JOIN,可以參考 SQL JOINS Slide Presentation 學習。
1、CROSS JOIN
傳回左表與右表之間符合條件的記錄的迪卡爾集。圖示:
示例查詢:
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;
查詢結果:
+------+------+---------+---------+
| 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)
上面講過的幾種 JOIN 查詢的結果都可以用 CROSS JOIN 加條件模拟出來,比如 INNER JOIN 對應 CROSS JOIN ... WHERE A.PK = B.PK。
2、SELF JOIN
傳回表與自己連接配接後符合條件的記錄,一般用在表裡有一個字段是用主鍵作為外鍵的情況。比如 Table_C 的結構與資料如下:
+--------+----------+-------------+
| EMP_ID | EMP_NAME | EMP_SUPV_ID |
+--------+----------+-------------+
| 1001 | Ma | NULL |
| 1002 | Zhuang | 1001 |
+--------+----------+-------------+
2 rows in set (0.00 sec)
EMP_ID 字段表示員工 ID,EMP_NAME 字段表示員工姓名,EMP_SUPV_ID 表示主管 ID。示例查詢:現在我們想查詢所有有主管的員工及其對應的主管 ID 和姓名,就可以用 SELF JOIN 來實作。
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;
查詢結果:
+--------+----------+-------------+---------------+
| EMP_ID | EMP_NAME | EMP_SUPV_ID | EMP_SUPV_NAME |
+--------+----------+-------------+---------------+
| 1002 | Zhuang | 1001 | Ma |
+--------+----------+-------------+---------------+
1 row in set (0.00 sec)
——End——
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