從業(yè)以來(lái)主要在做客戶端掌栅,用到的數(shù)據(jù)庫(kù)都是表結(jié)構(gòu)比較簡(jiǎn)單的 SQLite,以我那還給老師一大半的 SQL 水平倒也能對(duì)付÷敕海現(xiàn)在偶爾需要到后臺(tái)的 SQL Server 里追查一些數(shù)據(jù)問(wèn)題猾封,就顯得有點(diǎn)捉襟見(jiàn)肘了,特別是各種 JOIN噪珊,有時(shí)候傻傻分不清楚晌缘,于是索性弄明白并做個(gè)記錄齐莲。
前言
在各種問(wèn)答社區(qū)里談及 SQL 里的各種 JOIN 之間的區(qū)別時(shí),最被廣為引用的是 CodeProject 上 C.L. Moffatt 的文章 Visual Representation of SQL Joins磷箕,他確實(shí)講得簡(jiǎn)單明了选酗,使用文氏圖來(lái)幫助理解,效果明顯岳枷。本文將沿用他的講解方式芒填,稍有演繹,可以視為該文較為粗糙的中譯版空繁。
約定
下文將使用兩個(gè)數(shù)據(jù)庫(kù)表 Table_A 和 Table_B 來(lái)進(jìn)行示例講解殿衰,其結(jié)構(gòu)與數(shù)據(jù)分別如下:
mysql> SELECT * FROM Table_A ORDER BY PK ASC;
+----+------------+
| PK | Value |
+----+------------+
| 1 | FOX |
| 2 | COP |
| 3 | TAXI |
| 4 | LINCION |
| 5 | ARIZONA |
| 6 | WASHINGTON |
| 7 | DELL |
| 10 | LUCENT |
+----+------------+
8 rows in set (0.00 sec)
mysql> SELECT * from Table_B ORDER BY PK ASC;
+----+-----------+
| PK | Value |
+----+-----------+
| 1 | TROT |
| 2 | CAR |
| 3 | CAB |
| 6 | MONUMENT |
| 7 | PC |
| 8 | MICROSOFT |
| 9 | APPLE |
| 11 | SCOTCH |
+----+-----------+
8 rows in set (0.00 sec)
常用的 JOIN
INNER JOIN
INNER JOIN 一般被譯作內(nèi)連接。內(nèi)連接查詢能將左表(表 A)和右表(表 B)中能關(guān)聯(lián)起來(lái)的數(shù)據(jù)連接后返回盛泡。
文氏圖:
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(jié)果:
+------+------+------------+----------+
| A_PK | B_PK | A_Value | B_Value |
+------+------+------------+----------+
| 1 | 1 | FOX | TROT |
| 2 | 2 | COP | CAR |
| 3 | 3 | TAXI | CAB |
| 6 | 6 | WASHINGTON | MONUMENT |
| 7 | 7 | DELL | PC |
+------+------+------------+----------+
5 rows in set (0.00 sec)
注:其中A為Table_A的別名闷祥,B為Table_B的別名,下同傲诵。
LEFT JOIN
LEFT JOIN 一般被譯作左連接蜀踏,也寫作 LEFT OUTER JOIN。左連接查詢會(huì)返回左表(表 A)中所有記錄掰吕,不管右表(表 B)中有沒(méi)有關(guān)聯(lián)的數(shù)據(jù)果覆。在右表中找到的關(guān)聯(lián)數(shù)據(jù)列也會(huì)被一起返回。
文氏圖:
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(jié)果:
+------+------+------------+----------+
| A_PK | B_PK | A_Value | B_Value |
+------+------+------------+----------+
| 1 | 1 | FOX | TROT |
| 2 | 2 | COP | CAR |
| 3 | 3 | TAXI | CAB |
| 4 | NULL | LINCION | NULL |
| 5 | NULL | ARIZONA | NULL |
| 6 | 6 | WASHINGTON | MONUMENT |
| 7 | 7 | DELL | PC |
| 10 | NULL | LUCENT | NULL |
+------+------+------------+----------+
8 rows in set (0.00 sec)
RIGHT JOIN
RIGHT JOIN 一般被譯作右連接殖熟,也寫作 RIGHT OUTER JOIN局待。右連接查詢會(huì)返回右表(表 B)中所有記錄,不管左表(表 A)中有沒(méi)有關(guān)聯(lián)的數(shù)據(jù)菱属。在左表中找到的關(guān)聯(lián)數(shù)據(jù)列也會(huì)被一起返回钳榨。
文氏圖:
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(jié)果:
+------+------+------------+-----------+
| A_PK | B_PK | A_Value | B_Value |
+------+------+------------+-----------+
| 1 | 1 | FOX | TROT |
| 2 | 2 | COP | CAR |
| 3 | 3 | TAXI | CAB |
| 6 | 6 | WASHINGTON | MONUMENT |
| 7 | 7 | DELL | PC |
| NULL | 8 | NULL | MICROSOFT |
| NULL | 9 | NULL | APPLE |
| NULL | 11 | NULL | SCOTCH |
+------+------+------------+-----------+
8 rows in set (0.00 sec)
FULL OUTER JOIN
FULL OUTER JOIN 一般被譯作外連接、全連接纽门,實(shí)際查詢語(yǔ)句中可以寫作FULL OUTER JOIN
或FULL JOIN
薛耻。外連接查詢能返回左右表里的所有記錄,其中左右表里能關(guān)聯(lián)起來(lái)的記錄被連接后返回赏陵。
文氏圖:
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(jié)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:我當(dāng)前示例使用的 MySQL 不支持FULL OUTER JOIN
饼齿。
應(yīng)當(dāng)返回的結(jié)果(使用 UNION 模擬):
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 | FOX | 1 | TROT |
| 2 | COP | 2 | CAR |
| 3 | TAXI | 3 | CAB |
| 4 | LINCION | NULL | NULL |
| 5 | ARIZONA | NULL | NULL |
| 6 | WASHINGTON | 6 | MONUMENT |
| 7 | DELL | 7 | PC |
| 10 | LUCENT | NULL | NULL |
| NULL | NULL | 8 | MICROSOFT |
| NULL | NULL | 9 | APPLE |
| NULL | NULL | 11 | SCOTCH |
+------+------------+------+-----------+
11 rows in set (0.00 sec)
小結(jié)
以上四種爵嗅,就是 SQL 里常見(jiàn) JOIN 的種類和概念了泊碑,看一下它們的合影:
有沒(méi)有感覺(jué)少了些什么,學(xué)數(shù)學(xué)集合時(shí)完全不止這幾種情況肴焊?確實(shí)如此吃型,繼續(xù)看证鸥。
延伸用法
LEFT JOIN EXCLUDING INNER JOIN
返回左表有但右表沒(méi)有關(guān)聯(lián)數(shù)據(jù)的記錄集。
文氏圖:
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(jié)果:
+------+------+---------+---------+
| A_PK | B_PK | A_Value | B_Value |
+------+------+---------+---------+
| 4 | NULL | LINCION | NULL |
| 5 | NULL | ARIZONA | NULL |
| 10 | NULL | LUCENT | NULL |
+------+------+---------+---------+
3 rows in set (0.00 sec)
RIGHT JOIN EXCLUDING INNER JOIN
返回右表有但左表沒(méi)有關(guān)聯(lián)數(shù)據(jù)的記錄集。
文氏圖:
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(jié)果:
+------+------+---------+-----------+
| A_PK | B_PK | A_Value | B_Value |
+------+------+---------+-----------+
| NULL | 8 | NULL | MICROSOFT |
| NULL | 9 | NULL | APPLE |
| NULL | 11 | NULL | SCOTCH |
+------+------+---------+-----------+
3 rows in set (0.00 sec)
FULL OUTER JOIN EXCLUDING INNER JOIN
返回左表和右表里沒(méi)有相互關(guān)聯(lián)的記錄集枉层。
文氏圖:
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?yàn)槭褂玫搅?FULL OUTER JOIN泉褐,MySQL 在執(zhí)行該查詢時(shí)再次報(bào)錯(cuò)。
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(yīng)當(dāng)返回的結(jié)果(用 UNION 模擬):
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 |
+------+---------+------+-----------+
| 4 | LINCION | NULL | NULL |
| 5 | ARIZONA | NULL | NULL |
| 10 | LUCENT | NULL | NULL |
| NULL | NULL | 8 | MICROSOFT |
| NULL | NULL | 9 | APPLE |
| NULL | NULL | 11 | SCOTCH |
+------+---------+------+-----------+
6 rows in set (0.00 sec)
總結(jié)
以上七種用法基本上可以覆蓋各種 JOIN 查詢了鸟蜡。七種用法的全家福:
看著它們膜赃,我仿佛回到了當(dāng)年學(xué)數(shù)學(xué),求交集并集的時(shí)代……
順帶張貼一下 C.L. Moffatt 帶 SQL 語(yǔ)句的圖片矩欠,配合學(xué)習(xí)财剖,風(fēng)味更佳:
補(bǔ)充說(shuō)明
文中的圖使用 Keynote 繪制;
個(gè)人的體會(huì)是 SQL 里的 JOIN 查詢與數(shù)學(xué)里的求交集癌淮、并集等很像躺坟;
SQLite 不支持 RIGHT JOIN 和 FULL OUTER JOIN,可以使用 LEFT JOIN 和 UNION 來(lái)達(dá)到相同的效果乳蓄;
MySQL 不支持 FULL OUTER JOIN咪橙,可以使用 LEFT JOIN 和 UNION 來(lái)達(dá)到相同的效果;
還有更多的 JOIN 用法虚倒,比如 CROSS JOIN(迪卡爾集)美侦、SELF JOIN,目前我還未在實(shí)際應(yīng)用中遇到過(guò)魂奥,且不太好用圖來(lái)表示菠剩,所以并未在本文中進(jìn)行講解。如果需要耻煤,可以參考 SQL JOINS Slide Presentation 學(xué)習(xí)具壮。
參考
Visual Representation of SQL Joins
How to do a FULL OUTER JOIN in MySQL?
SQL JOINS Slide Presentation
1、具有1-5工作經(jīng)驗(yàn)的哈蝇,面對(duì)目前流行的技術(shù)不知從何下手棺妓,需要突破技術(shù)瓶頸的可以加群。
2炮赦、在公司待久了怜跑,過(guò)得很安逸,但跳槽時(shí)面試碰壁吠勘。需要在短時(shí)間內(nèi)進(jìn)修性芬、跳槽拿高薪的可以加群。
3看幼、如果沒(méi)有工作經(jīng)驗(yàn)批旺,但基礎(chǔ)非常扎實(shí),對(duì)java工作機(jī)制诵姜,常用設(shè)計(jì)思想,常用java開(kāi)發(fā)框架掌握熟練的,可以加群棚唆。
4暇赤、覺(jué)得自己很牛B,一般需求都能搞定宵凌。但是所學(xué)的知識(shí)點(diǎn)沒(méi)有系統(tǒng)化鞋囊,很難在技術(shù)領(lǐng)域繼續(xù)突破的可以加群。
- 群號(hào):高級(jí)架構(gòu)群 647631030備注好信息瞎惫!
6.阿里Java高級(jí)架構(gòu)師免費(fèi)大牛直播講解知識(shí)點(diǎn)溜腐,分享知識(shí),多年工作經(jīng)驗(yàn)的梳理和總結(jié)瓜喇,帶著大家全面挺益、科學(xué)地建立自己的技術(shù)體系和技術(shù)認(rèn)知!