連接配接查詢
1.6.1 什麼是連接配接查詢?
在實際開發中,大部分的情況下都不是從單表中查詢資料,一般都是多張表聯合查詢取出最終的結果。
在實際開發中,一般一個業務都會對應多張表,比如:學生和班級,起碼兩張表。
stuno | stu_name | class_no | classname |
---|---|---|---|
1 | zs | 1 | 北京大興區亦莊經濟技術開發區第二中學高三1班 |
1 | wer | 1 | 北京大興區亦莊經濟技術開發區第二中學高三1班 |
學生和班級資訊存儲到一張表中,結果就像上面一樣,資料會存在大量的重複,導緻資料的備援。
1.6.2 連接配接查詢的分類
- 根據文法出現的年代劃分
- SQL92(一些老的DBA可能還在使用這種)
- SQL99(比較新的文法)
- 根據表的連接配接方式分類
- 内連接配接
- 等值連接配接
- 非等值連接配接
- 自連接配接
- 外連接配接
- 左連接配接
- 右連接配接
- 全連接配接(很少使用)
- 内連接配接
1.6.3 笛卡爾乘積現象
案例:找出每個員工的部門名稱,要求顯示員工名和部門名。
mysql> select * from emp;
+-------+--------+-----------+------+------------+---------+---------+--------+
| EMPNO | ENAME | JOB | MGR | HIREDATE | SAL | COMM | DEPTNO |
+-------+--------+-----------+------+------------+---------+---------+--------+
| 7369 | SMITH | CLERK | 7902 | 1980-12-17 | 800.00 | NULL | 20 |
| 7499 | ALLEN | SALESMAN | 7698 | 1981-02-20 | 1600.00 | 300.00 | 30 |
| 7521 | WARD | SALESMAN | 7698 | 1981-02-22 | 1250.00 | 500.00 | 30 |
| 7566 | JONES | MANAGER | 7839 | 1981-04-02 | 2975.00 | NULL | 20 |
| 7654 | MARTIN | SALESMAN | 7698 | 1981-09-28 | 1250.00 | 1400.00 | 30 |
| 7698 | BLAKE | MANAGER | 7839 | 1981-05-01 | 2850.00 | NULL | 30 |
| 7782 | CLARK | MANAGER | 7839 | 1981-06-09 | 2450.00 | NULL | 10 |
| 7788 | SCOTT | ANALYST | 7566 | 1987-04-19 | 3000.00 | NULL | 20 |
| 7839 | KING | PRESIDENT | NULL | 1981-11-17 | 5000.00 | NULL | 10 |
| 7844 | TURNER | SALESMAN | 7698 | 1981-09-08 | 1500.00 | 0.00 | 30 |
| 7876 | ADAMS | CLERK | 7788 | 1987-05-23 | 1100.00 | NULL | 20 |
| 7900 | JAMES | CLERK | 7698 | 1981-12-03 | 950.00 | NULL | 30 |
| 7902 | FORD | ANALYST | 7566 | 1981-12-03 | 3000.00 | NULL | 20 |
| 7934 | MILLER | CLERK | 7782 | 1982-01-23 | 1300.00 | NULL | 10 |
+-------+--------+-----------+------+------------+---------+---------+--------+
14 rows in set (0.00 sec)
mysql> select * from dept;
+--------+------------+----------+
| DEPTNO | DNAME | LOC |
+--------+------------+----------+
| 10 | ACCOUNTING | NEW YORK |
| 20 | RESEARCH | DALLAS |
| 30 | SALES | CHICAGO |
| 40 | OPERATIONS | BOSTON |
+--------+------------+----------+
4 rows in set (0.00 sec)
可以發現要想實作這個功能,我們需要從兩個表中分别取出兩個資料。
假如我們寫一條這樣的SQL語句:
select ename, dname from emp , dept;
,最後的結果會是兩個字段的笛卡爾乘積,這就是笛卡爾積現象。
即當兩個表的篩選未加任何篩選條件時,就會出現上述現象。
mysql> select ename, dname from emp , dept;
+--------+------------+
| ename | dname |
+--------+------------+
| SMITH | ACCOUNTING |
| SMITH | RESEARCH |
| SMITH | SALES |
| SMITH | OPERATIONS |
| ALLEN | ACCOUNTING |
| ALLEN | RESEARCH |
| ALLEN | SALES |
| ALLEN | OPERATIONS |
| WARD | ACCOUNTING |
| WARD | RESEARCH |
| WARD | SALES |
| WARD | OPERATIONS |
| JONES | ACCOUNTING |
| JONES | RESEARCH |
| JONES | SALES |
| JONES | OPERATIONS |
| MARTIN | ACCOUNTING |
| MARTIN | RESEARCH |
| MARTIN | SALES |
| MARTIN | OPERATIONS |
| BLAKE | ACCOUNTING |
| BLAKE | RESEARCH |
| BLAKE | SALES |
| BLAKE | OPERATIONS |
| CLARK | ACCOUNTING |
| CLARK | RESEARCH |
| CLARK | SALES |
| CLARK | OPERATIONS |
| SCOTT | ACCOUNTING |
| SCOTT | RESEARCH |
| SCOTT | SALES |
| SCOTT | OPERATIONS |
| KING | ACCOUNTING |
| KING | RESEARCH |
| KING | SALES |
| KING | OPERATIONS |
| TURNER | ACCOUNTING |
| TURNER | RESEARCH |
| TURNER | SALES |
| TURNER | OPERATIONS |
| ADAMS | ACCOUNTING |
| ADAMS | RESEARCH |
| ADAMS | SALES |
| ADAMS | OPERATIONS |
| JAMES | ACCOUNTING |
| JAMES | RESEARCH |
| JAMES | SALES |
| JAMES | OPERATIONS |
| FORD | ACCOUNTING |
| FORD | RESEARCH |
| FORD | SALES |
| FORD | OPERATIONS |
| MILLER | ACCOUNTING |
| MILLER | RESEARCH |
| MILLER | SALES |
| MILLER | OPERATIONS |
+--------+------------+
56 rows in set (0.00 sec)
此外,補充一點關于表的别名的問題:
select e.ename, d.dname from emp e, dept d;
這樣給表起了别名。
表的别名有什麼好處:
第一:執行效率高。
第二:可讀性好。
- 若是要完成上面的案例,怎麼避免笛卡爾積現象呢?加條件!!!
思考:避免了笛卡爾積現象會減少記錄的比對次數嗎?
不會!次數還是56次,隻不過顯示的是有效記錄。
還是考慮上面的案例:
select e.ename, d.dname from emp e, dept d where e.deptno = d.deptno;
這是一種SQL92的寫法:
mysql> select e.ename, d.dname from emp e, dept d where e.deptno = d.deptno;
+--------+------------+
| ename | dname |
+--------+------------+
| CLARK | ACCOUNTING |
| KING | ACCOUNTING |
| MILLER | ACCOUNTING |
| SMITH | RESEARCH |
| JONES | RESEARCH |
| SCOTT | RESEARCH |
| ADAMS | RESEARCH |
| FORD | RESEARCH |
| ALLEN | SALES |
| WARD | SALES |
| MARTIN | SALES |
| BLAKE | SALES |
| TURNER | SALES |
| JAMES | SALES |
+--------+------------+
14 rows in set (0.01 sec)
1.6.3 内連接配接
1.等值連接配接
等值連接配接是内連接配接的一種,條件是等量關系。
案例:查詢每個員工的部門名稱,要求顯示員工名和部門名。
- SQL92寫法(不常用)
mysql> select e.ename, d.dname from emp e, dept d where e.deptno = d.deptno;
+--------+------------+
| ename | dname |
+--------+------------+
| CLARK | ACCOUNTING |
| KING | ACCOUNTING |
| MILLER | ACCOUNTING |
| SMITH | RESEARCH |
| JONES | RESEARCH |
| SCOTT | RESEARCH |
| ADAMS | RESEARCH |
| FORD | RESEARCH |
| ALLEN | SALES |
| WARD | SALES |
| MARTIN | SALES |
| BLAKE | SALES |
| TURNER | SALES |
| JAMES | SALES |
+--------+------------+
14 rows in set (0.00 sec)
- SQL99(常用)
mysql> select e.ename, d.dname from emp e join dept d on e.deptno = d.deptno;
+--------+------------+
| ename | dname |
+--------+------------+
| CLARK | ACCOUNTING |
| KING | ACCOUNTING |
| MILLER | ACCOUNTING |
| SMITH | RESEARCH |
| JONES | RESEARCH |
| SCOTT | RESEARCH |
| ADAMS | RESEARCH |
| FORD | RESEARCH |
| ALLEN | SALES |
| WARD | SALES |
| MARTIN | SALES |
| BLAKE | SALES |
| TURNER | SALES |
| JAMES | SALES |
+--------+------------+
14 rows in set (0.00 sec)
文法:
select ... from ... join ... on... where ...
SQL99文法結構将表連接配接調節與
where...
資料過濾的條件分離了,這種文法更加清晰。
其中
join
前面省略了一個
inner
,即完整的寫法是:
select ... from ... inner join ... on... where ...
2.非等值連接配接
案例:找出每個員工的工資等級,要求顯示員工名,工資,工資等級。
mysql> select ename, sal from emp;
+--------+---------+
| ename | sal |
+--------+---------+
| SMITH | 800.00 |
| ALLEN | 1600.00 |
| WARD | 1250.00 |
| JONES | 2975.00 |
| MARTIN | 1250.00 |
| BLAKE | 2850.00 |
| CLARK | 2450.00 |
| SCOTT | 3000.00 |
| KING | 5000.00 |
| TURNER | 1500.00 |
| ADAMS | 1100.00 |
| JAMES | 950.00 |
| FORD | 3000.00 |
| MILLER | 1300.00 |
+--------+---------+
mysql> select * from salgrade;
+-------+-------+-------+
| GRADE | LOSAL | HISAL |
+-------+-------+-------+
| 1 | 700 | 1200 |
| 2 | 1201 | 1400 |
| 3 | 1401 | 2000 |
| 4 | 2001 | 3000 |
| 5 | 3001 | 9999 |
+-------+-------+-------+
5 rows in set (0.00 sec)
文法為:(
inner
可以省略)
mysql> select e.ename, e.sal, s.grade from emp e inner join salgrade s
-> on
-> e.sal between s.losal and s.hisal;
+--------+---------+-------+
| ename | sal | grade |
+--------+---------+-------+
| SMITH | 800.00 | 1 |
| ALLEN | 1600.00 | 3 |
| WARD | 1250.00 | 2 |
| JONES | 2975.00 | 4 |
| MARTIN | 1250.00 | 2 |
| BLAKE | 2850.00 | 4 |
| CLARK | 2450.00 | 4 |
| SCOTT | 3000.00 | 4 |
| KING | 5000.00 | 5 |
| TURNER | 1500.00 | 3 |
| ADAMS | 1100.00 | 1 |
| JAMES | 950.00 | 1 |
| FORD | 3000.00 | 4 |
| MILLER | 1300.00 | 2 |
+--------+---------+-------+
14 rows in set (0.00 sec)
3.自連接配接
案例:找出每個員工的上級上司,顯示員工名和對應的上級上司名。
原始資料:
mysql> select empno, ename, mgr from emp;
+-------+--------+------+
| empno | ename | mgr |
+-------+--------+------+
| 7369 | SMITH | 7902 |
| 7499 | ALLEN | 7698 |
| 7521 | WARD | 7698 |
| 7566 | JONES | 7839 |
| 7654 | MARTIN | 7698 |
| 7698 | BLAKE | 7839 |
| 7782 | CLARK | 7839 |
| 7788 | SCOTT | 7566 |
| 7839 | KING | NULL |
| 7844 | TURNER | 7698 |
| 7876 | ADAMS | 7788 |
| 7900 | JAMES | 7698 |
| 7902 | FORD | 7566 |
| 7934 | MILLER | 7782 |
+-------+--------+------+
14 rows in set (0.00 sec)
原始資料隻能找到上司編号,而非上司名。
這既是一個員工表,也能看成一個上司表,我們把這個表起兩個别名。
mysql> select
-> a.ename, b.ename
-> from
-> emp a
-> inner join
-> emp b
-> on
-> a.mgr = b.empno;
+--------+-------+
| ename | ename |
+--------+-------+
| SMITH | FORD |
| ALLEN | BLAKE |
| WARD | BLAKE |
| JONES | KING |
| MARTIN | BLAKE |
| BLAKE | KING |
| CLARK | KING |
| SCOTT | JONES |
| TURNER | BLAKE |
| ADAMS | SCOTT |
| JAMES | BLAKE |
| FORD | JONES |
| MILLER | CLARK |
+--------+-------+
13 rows in set (0.01 sec)
1.6.4 外連接配接
什麼是外連接配接?和内連接配接有什麼差別?
内連接配接:假設A表和B表進行内連接配接,凡是A表和B表能夠比對上的記錄都查詢出來,這就是内連接配接。
外連接配接:假設A表和B表進行連結,那麼AB兩張表,一張是主表,一張是附表,主要查詢主表中的資料,捎帶着查詢附表,當附表中的資料沒有和副表中給的資料比對上,副表中自動比對出NULL。
外連接配接分類:
- 左(外)連接配接:表示左邊的表是主表
- 右(外)連接配接:表示右邊的表是主表
左連接配接有對應的右連接配接的寫法,右連接配接也有對應的左的寫法。
仍是借用1.6.3中的員工上級上司的例子,我們還要求所有員工必須查詢出來,也就是king必須查詢出來(在内連接配接中King不會被查詢出來)
- 原内連接配接的寫法:
select a.ename, d.ename from emp a inner join emp d on a.mgr = d.empno;
- 外連接配接的左外連接配接的寫法:
select a.ename, d.ename from emp a left join emp d on a.mgr = d.empno;
mysql> select a.ename, d.ename from emp a inner join emp d on a.mgr = d.empno;
+--------+-------+
| ename | ename |
+--------+-------+
| SMITH | FORD |
| ALLEN | BLAKE |
| WARD | BLAKE |
| JONES | KING |
| MARTIN | BLAKE |
| BLAKE | KING |
| CLARK | KING |
| SCOTT | JONES |
| TURNER | BLAKE |
| ADAMS | SCOTT |
| JAMES | BLAKE |
| FORD | JONES |
| MILLER | CLARK |
+--------+-------+
13 rows in set (0.00 sec)
mysql> select a.ename, d.ename from emp a left join emp d on a.mgr = d.empno;
+--------+-------+
| ename | ename |
+--------+-------+
| SMITH | FORD |
| ALLEN | BLAKE |
| WARD | BLAKE |
| JONES | KING |
| MARTIN | BLAKE |
| BLAKE | KING |
| CLARK | KING |
| SCOTT | JONES |
| KING | NULL |
| TURNER | BLAKE |
| ADAMS | SCOTT |
| JAMES | BLAKE |
| FORD | JONES |
| MILLER | CLARK |
+--------+-------+
14 rows in set (0.00 sec)
可以看出左連接配接的多了一個King。
對應的右連接配接的寫法為:
-
select a.ename, b.ename from emp b right join emp a on a.mgr = b.empno;
不論是左連接配接還是右連接配接,left和right後面都省略了outer關鍵字。
三種寫法對比:
-
:内連接配接select a.ename, b.ename from emp a inner join emp b on a.mgr = b.empno;
-
:左外連接配接select a.ename, b.ename from emp a left outer join emp b on a.mgr = b.empno;
-
:右外連接配接select a.ename, b.ename from emp b right outer join emp a on a.mgr = b.empno;
外連接配接最主要的特點:主表資料無條件查詢出來。
案例:找出哪個部門沒有員工。
員工表:
+-------+--------+-----------+------+------------+---------+---------+--------+
| EMPNO | ENAME | JOB | MGR | HIREDATE | SAL | COMM | DEPTNO |
+-------+--------+-----------+------+------------+---------+---------+--------+
| 7369 | SMITH | CLERK | 7902 | 1980-12-17 | 800.00 | NULL | 20 |
| 7499 | ALLEN | SALESMAN | 7698 | 1981-02-20 | 1600.00 | 300.00 | 30 |
| 7521 | WARD | SALESMAN | 7698 | 1981-02-22 | 1250.00 | 500.00 | 30 |
| 7566 | JONES | MANAGER | 7839 | 1981-04-02 | 2975.00 | NULL | 20 |
| 7654 | MARTIN | SALESMAN | 7698 | 1981-09-28 | 1250.00 | 1400.00 | 30 |
| 7698 | BLAKE | MANAGER | 7839 | 1981-05-01 | 2850.00 | NULL | 30 |
| 7782 | CLARK | MANAGER | 7839 | 1981-06-09 | 2450.00 | NULL | 10 |
| 7788 | SCOTT | ANALYST | 7566 | 1987-04-19 | 3000.00 | NULL | 20 |
| 7839 | KING | PRESIDENT | NULL | 1981-11-17 | 5000.00 | NULL | 10 |
| 7844 | TURNER | SALESMAN | 7698 | 1981-09-08 | 1500.00 | 0.00 | 30 |
| 7876 | ADAMS | CLERK | 7788 | 1987-05-23 | 1100.00 | NULL | 20 |
| 7900 | JAMES | CLERK | 7698 | 1981-12-03 | 950.00 | NULL | 30 |
| 7902 | FORD | ANALYST | 7566 | 1981-12-03 | 3000.00 | NULL | 20 |
| 7934 | MILLER | CLERK | 7782 | 1982-01-23 | 1300.00 | NULL | 10 |
+-------+--------+-----------+------+------------+---------+---------+--------+
部門表:
+--------+------------+----------+
| DEPTNO | DNAME | LOC |
+--------+------------+----------+
| 10 | ACCOUNTING | NEW YORK |
| 20 | RESEARCH | DALLAS |
| 30 | SALES | CHICAGO |
| 40 | OPERATIONS | BOSTON |
+--------+------------+----------+
可知,部門表為主表,員工表應該為副表。我們先進行下面的外連接配接查詢:
select d.deptno, d.dname, a.* from dept d left outer join emp a on d.deptno = a.deptno;
mysql> select d.deptno, d.dname, a.* from dept d left outer join emp a on d.deptno = a.deptno;
+--------+------------+-------+--------+-----------+------+------------+---------+---------+--------+
| deptno | dname | EMPNO | ENAME | JOB | MGR | HIREDATE | SAL | COMM | DEPTNO |
+--------+------------+-------+--------+-----------+------+------------+---------+---------+--------+
| 10 | ACCOUNTING | 7782 | CLARK | MANAGER | 7839 | 1981-06-09 | 2450.00 | NULL | 10 |
| 10 | ACCOUNTING | 7839 | KING | PRESIDENT | NULL | 1981-11-17 | 5000.00 | NULL | 10 |
| 10 | ACCOUNTING | 7934 | MILLER | CLERK | 7782 | 1982-01-23 | 1300.00 | NULL | 10 |
| 20 | RESEARCH | 7369 | SMITH | CLERK | 7902 | 1980-12-17 | 800.00 | NULL | 20 |
| 20 | RESEARCH | 7566 | JONES | MANAGER | 7839 | 1981-04-02 | 2975.00 | NULL | 20 |
| 20 | RESEARCH | 7788 | SCOTT | ANALYST | 7566 | 1987-04-19 | 3000.00 | NULL | 20 |
| 20 | RESEARCH | 7876 | ADAMS | CLERK | 7788 | 1987-05-23 | 1100.00 | NULL | 20 |
| 20 | RESEARCH | 7902 | FORD | ANALYST | 7566 | 1981-12-03 | 3000.00 | NULL | 20 |
| 30 | SALES | 7499 | ALLEN | SALESMAN | 7698 | 1981-02-20 | 1600.00 | 300.00 | 30 |
| 30 | SALES | 7521 | WARD | SALESMAN | 7698 | 1981-02-22 | 1250.00 | 500.00 | 30 |
| 30 | SALES | 7654 | MARTIN | SALESMAN | 7698 | 1981-09-28 | 1250.00 | 1400.00 | 30 |
| 30 | SALES | 7698 | BLAKE | MANAGER | 7839 | 1981-05-01 | 2850.00 | NULL | 30 |
| 30 | SALES | 7844 | TURNER | SALESMAN | 7698 | 1981-09-08 | 1500.00 | 0.00 | 30 |
| 30 | SALES | 7900 | JAMES | CLERK | 7698 | 1981-12-03 | 950.00 | NULL | 30 |
| 40 | OPERATIONS | NULL | NULL | NULL | NULL | NULL | NULL | NULL | NULL |
+--------+------------+-------+--------+-----------+------+------------+---------+---------+--------+
在上面查詢基礎上,我們還要進一步篩選才能得到無員工的部門,是以我們加上一個
where
條件即可:
select d.deptno, d.dname, a.* from dept d left outer join emp a on d.deptno = a.deptno where empno is null;
mysql> select d.deptno, d.dname, a.* from dept d left outer join emp a on d.deptno = a.deptno where empno is null;
+--------+------------+-------+-------+------+------+----------+------+------+--------+
| deptno | dname | EMPNO | ENAME | JOB | MGR | HIREDATE | SAL | COMM | DEPTNO |
+--------+------------+-------+-------+------+------+----------+------+------+--------+
| 40 | OPERATIONS | NULL | NULL | NULL | NULL | NULL | NULL | NULL | NULL |
+--------+------------+-------+-------+------+------+----------+------+------+--------+
1 row in set (0.00 sec)
或者
select d.* from dept d left outer join emp a on d.deptno = a.deptno where empno is null;
mysql> select d.* from dept d left outer join emp a on d.deptno = a.deptno where empno is null;
+--------+------------+--------+
| DEPTNO | DNAME | LOC |
+--------+------------+--------+
| 40 | OPERATIONS | BOSTON |
+--------+------------+--------+
1 row in set (0.00 sec)
1.6.5 全連接配接
兩張表全是主表,一般用的很少,是以不予說明。
1.6.6 多表連接配接查詢
案例:找出每一個員工的部門名稱以及工資等級。
三個資料分布在三個表中:
emp,dept,salgrade
;
- 多表連接配接查詢的文法:
select ... from A join B on ... join C on ...
表示:A表和B表先進行表連接配接,連接配接之後A表繼續和C表連接配接。
那麼案例的表述可以是:
select e.ename, d.dname, s.grade from emp e join dept d on e.deptno = d.deptno join salgrade s on e.sal between s.losal and s.hisal;
mysql> select e.ename, d.dname, s.grade from emp e join dept d on e.deptno = d.deptno join salgrade s on e.sal between s.losal and s.hisal;
+--------+------------+-------+
| ename | dname | grade |
+--------+------------+-------+
| SMITH | RESEARCH | 1 |
| ALLEN | SALES | 3 |
| WARD | SALES | 2 |
| JONES | RESEARCH | 4 |
| MARTIN | SALES | 2 |
| BLAKE | SALES | 4 |
| CLARK | ACCOUNTING | 4 |
| SCOTT | RESEARCH | 4 |
| KING | ACCOUNTING | 5 |
| TURNER | SALES | 3 |
| ADAMS | RESEARCH | 1 |
| JAMES | SALES | 1 |
| FORD | RESEARCH | 4 |
| MILLER | ACCOUNTING | 2 |
+--------+------------+-------+
14 rows in set (0.00 sec)
案例:找出每一個員工的部門名稱以及工資等級和上級上司。
額外要用到自連接配接。最後一個一定要是外連接配接不然King的資料會丢失。
select e.ename, d.dname, s.grade, e2.ename
from emp e
join dept d on e.deptno = d.deptno
join salgrade s on e.sal between s.losal and s.hisal left
outer join emp e2 on e.mgr = e2.empno;
mysql> select e.ename, d.dname, s.grade, e2.ename from emp e join dept d on e.deptno = d.deptno join salgrade s on e.sal between s.losal and s.hisal left outer join emp e2 on e.mgr = e2.empno;
+--------+------------+-------+-------+
| ename | dname | grade | ename |
+--------+------------+-------+-------+
| SMITH | RESEARCH | 1 | FORD |
| ALLEN | SALES | 3 | BLAKE |
| WARD | SALES | 2 | BLAKE |
| JONES | RESEARCH | 4 | KING |
| MARTIN | SALES | 2 | BLAKE |
| BLAKE | SALES | 4 | KING |
| CLARK | ACCOUNTING | 4 | KING |
| SCOTT | RESEARCH | 4 | JONES |
| KING | ACCOUNTING | 5 | NULL |
| TURNER | SALES | 3 | BLAKE |
| ADAMS | RESEARCH | 1 | SCOTT |
| JAMES | SALES | 1 | BLAKE |
| FORD | RESEARCH | 4 | JONES |
| MILLER | ACCOUNTING | 2 | CLARK |
+--------+------------+-------+-------+
14 rows in set (0.00 sec)