一 介绍
本节主题
多表连接查询
复合条件连接查询
子查询
准备表
company.employee
company.department
#建表
create table department(
id int,
name varchar(20)
);
create table employee(
id int primary key auto_increment,
name varchar(20),
sex enum('male','female') not null default 'male',
age int,
dep_id int
);
#插入数据
insert into department values
(200,'技术'),
(201,'人力资源'),
(202,'销售'),
(203,'运营');
insert into employee(name,sex,age,dep_id) values
('egon','male',18,200),
('alex','female',48,201),
('wupeiqi','male',38,201),
('yuanhao','female',28,202),
('liwenzhou','male',18,200),
('jingliyang','female',18,204)
;
#查看表结构和数据
mysql> desc department;
+-------+-------------+------+-----+---------+-------+
| Field | Type | Null | Key | Default | Extra |
+-------+-------------+------+-----+---------+-------+
| id | int(11) | YES | | NULL | |
| name | varchar(20) | YES | | NULL | |
+-------+-------------+------+-----+---------+-------+
mysql> desc employee;
+--------+-----------------------+------+-----+---------+----------------+
| Field | Type | Null | Key | Default | Extra |
+--------+-----------------------+------+-----+---------+----------------+
| id | int(11) | NO | PRI | NULL | auto_increment |
| name | varchar(20) | YES | | NULL | |
| sex | enum('male','female') | NO | | male | |
| age | int(11) | YES | | NULL | |
| dep_id | int(11) | YES | | NULL | |
+--------+-----------------------+------+-----+---------+----------------+
mysql> select * from department;
+------+--------------+
| id | name |
+------+--------------+
| 200 | 技术 |
| 201 | 人力资源 |
| 202 | 销售 |
| 203 | 运营 |
+------+--------------+
mysql> select * from employee;
+----+------------+--------+------+--------+
| id | name | sex | age | dep_id |
+----+------------+--------+------+--------+
| 1 | egon | male | 18 | 200 |
| 2 | alex | female | 48 | 201 |
| 3 | wupeiqi | male | 38 | 201 |
| 4 | yuanhao | female | 28 | 202 |
| 5 | liwenzhou | male | 18 | 200 |
| 6 | jingliyang | female | 18 | 204 |
+----+------------+--------+------+--------+
二 多表连接查询
#重点:外链接语法
SELECT 字段列表
FROM 表1 INNER|LEFT|RIGHT JOIN 表2
ON 表1.字段 = 表2.字段;
1 交叉连接:不适用任何匹配条件。生成笛卡尔积
mysql> select * from employee,department; +----+------------+--------+------+--------+------+--------------+ | id | name | sex | age | dep_id | id | name | +----+------------+--------+------+--------+------+--------------+ | 1 | egon | male | 18 | 200 | 200 | 技术 | | 1 | egon | male | 18 | 200 | 201 | 人力资源 | | 1 | egon | male | 18 | 200 | 202 | 销售 | | 1 | egon | male | 18 | 200 | 203 | 运营 | | 2 | alex | female | 48 | 201 | 200 | 技术 | | 2 | alex | female | 48 | 201 | 201 | 人力资源 | | 2 | alex | female | 48 | 201 | 202 | 销售 | | 2 | alex | female | 48 | 201 | 203 | 运营 | | 3 | wupeiqi | male | 38 | 201 | 200 | 技术 | | 3 | wupeiqi | male | 38 | 201 | 201 | 人力资源 | | 3 | wupeiqi | male | 38 | 201 | 202 | 销售 | | 3 | wupeiqi | male | 38 | 201 | 203 | 运营 | | 4 | yuanhao | female | 28 | 202 | 200 | 技术 | | 4 | yuanhao | female | 28 | 202 | 201 | 人力资源 | | 4 | yuanhao | female | 28 | 202 | 202 | 销售 | | 4 | yuanhao | female | 28 | 202 | 203 | 运营 | | 5 | liwenzhou | male | 18 | 200 | 200 | 技术 | | 5 | liwenzhou | male | 18 | 200 | 201 | 人力资源 | | 5 | liwenzhou | male | 18 | 200 | 202 | 销售 | | 5 | liwenzhou | male | 18 | 200 | 203 | 运营 | | 6 | jingliyang | female | 18 | 204 | 200 | 技术 | | 6 | jingliyang | female | 18 | 204 | 201 | 人力资源 | | 6 | jingliyang | female | 18 | 204 | 202 | 销售 | | 6 | jingliyang | female | 18 | 204 | 203 | 运营 | +----+------------+--------+------+--------+------+--------------+
2 内连接:只连接匹配的行
#找两张表共有的部分,相当于利用条件从笛卡尔积结果中筛选出了正确的结果 #department没有204这个部门,因而employee表中关于204这条员工信息没有匹配出来 mysql> select employee.id,employee.name,employee.age,employee.sex,department.name from employee inner join department on employee.dep_id=department.id; +----+-----------+------+--------+--------------+ | id | name | age | sex | name | +----+-----------+------+--------+--------------+ | 1 | egon | 18 | male | 技术 | | 2 | alex | 48 | female | 人力资源 | | 3 | wupeiqi | 38 | male | 人力资源 | | 4 | yuanhao | 28 | female | 销售 | | 5 | liwenzhou | 18 | male | 技术 | +----+-----------+------+--------+--------------+ #上述sql等同于 mysql> select employee.id,employee.name,employee.age,employee.sex,department.name from employee,department where employee.dep_id=department.id;
3 外链接之左连接:优先显示左表全部记录
#以左表为准,即找出所有员工信息,当然包括没有部门的员工 #本质就是:在内连接的基础上增加左边有右边没有的结果 mysql> select employee.id,employee.name,department.name as depart_name from employee left join department on employee.dep_id=department.id; +----+------------+--------------+ | id | name | depart_name | +----+------------+--------------+ | 1 | egon | 技术 | | 5 | liwenzhou | 技术 | | 2 | alex | 人力资源 | | 3 | wupeiqi | 人力资源 | | 4 | yuanhao | 销售 | | 6 | jingliyang | NULL | +----+------------+--------------+
4 外链接之右连接:优先显示右表全部记录
#以右表为准,即找出所有部门信息,包括没有员工的部门 #本质就是:在内连接的基础上增加右边有左边没有的结果 mysql> select employee.id,employee.name,department.name as depart_name from employee right join department on employee.dep_id=department.id; +------+-----------+--------------+ | id | name | depart_name | +------+-----------+--------------+ | 1 | egon | 技术 | | 2 | alex | 人力资源 | | 3 | wupeiqi | 人力资源 | | 4 | yuanhao | 销售 | | 5 | liwenzhou | 技术 | | NULL | NULL | 运营 | +------+-----------+--------------+
5 全外连接:显示左右两个表全部记录
#注意 union与union all的区别:union会去掉相同的纪录
全外连接:在内连接的基础上增加左边有右边没有的和右边有左边没有的结果 #注意:mysql不支持全外连接 full JOIN #强调:mysql可以使用此种方式间接实现全外连接 select * from employee left join department on employee.dep_id = department.id union select * from employee right join department on employee.dep_id = department.id ; #查看结果 +------+------------+--------+------+--------+------+--------------+ | id | name | sex | age | dep_id | id | name | +------+------------+--------+------+--------+------+--------------+ | 1 | egon | male | 18 | 200 | 200 | 技术 | | 5 | liwenzhou | male | 18 | 200 | 200 | 技术 | | 2 | alex | female | 48 | 201 | 201 | 人力资源 | | 3 | wupeiqi | male | 38 | 201 | 201 | 人力资源 | | 4 | yuanhao | female | 28 | 202 | 202 | 销售 | | 6 | jingliyang | female | 18 | 204 | NULL | NULL | | NULL | NULL | NULL | NULL | NULL | 203 | 运营 | +------+------------+--------+------+--------+------+--------------+
三 符合条件连接查询
#示例1:以内连接的方式查询employee和department表,并且employee表中的age字段值必须大于25,即找出公司所有部门中年龄大于25岁的员工
select employee.name,employee.age from employee,department
where employee.dep_id = department.id
and age > 25;
#示例2:以内连接的方式查询employee和department表,并且以age字段的升序方式显示
select employee.id,employee.name,employee.age,department.name from employee,department
where employee.dep_id = department.id
and age > 25
order by age asc;
四 子查询
#1:子查询是将一个查询语句嵌套在另一个查询语句中。 #2:内层查询语句的查询结果,可以为外层查询语句提供查询条件。 #3:子查询中可以包含:IN、NOT IN、ANY、ALL、EXISTS 和 NOT EXISTS等关键字 #4:还可以包含比较运算符:= 、 !=、> 、<等
1 带IN关键字的子查询
#查询employee表,但dep_id必须在department表中出现过
select * from employee
where dep_id in
(select id from department);
2 带比较运算符的子查询\
#比较运算符:=、!=、>、>=、<、<=、<>
#查询平均年龄在25岁以上的部门名
select id,name from department
where id in
(select dep_id from employee group by dep_id having avg(age) > 25);
#查看技术部员工姓名
select name from employee
where dep_id in
(select id from department where name='技术');
#查看不足1人的部门名
select name from department
where id in
(select dep_id from employee group by dep_id having count(id) <=1);
3 带EXISTS关键字的子查询
EXISTS关字键字表示存在。在使用EXISTS关键字时,内层查询语句不返回查询的记录。
而是返回一个真假值。True或False
当返回True时,外层查询语句将进行查询;当返回值为False时,外层查询语句不进行查询
#department表中存在dept_id=203,Ture
mysql> select * from employee
-> where exists
-> (select id from department where id=200);
+----+------------+--------+------+--------+
| id | name | sex | age | dep_id |
+----+------------+--------+------+--------+
| 1 | egon | male | 18 | 200 |
| 2 | alex | female | 48 | 201 |
| 3 | wupeiqi | male | 38 | 201 |
| 4 | yuanhao | female | 28 | 202 |
| 5 | liwenzhou | male | 18 | 200 |
| 6 | jingliyang | female | 18 | 204 |
+----+------------+--------+------+--------+
#department表中存在dept_id=205,False
mysql> select * from employee
-> where exists
-> (select id from department where id=204);
Empty set (0.00 sec)
五 综合练习
init.sql文件内容
View Code从init.sql文件中导入数据
#准备表、记录 mysql> create database db1; mysql> use db1; mysql> source /root/init.sql
!!!重中之重:练习之前务必搞清楚sql逻辑查询语句的执行顺序
链接:http://www.cnblogs.com/linhaifeng/articles/7372774.html
1、查询所有的课程的名称以及对应的任课老师姓名 2、查询学生表中男女生各有多少人 3、查询物理成绩等于100的学生的姓名 4、查询平均成绩大于八十分的同学的姓名和平均成绩 5、查询所有学生的学号,姓名,选课数,总成绩 6、 查询姓李老师的个数 7、 查询没有报李平老师课的学生姓名 8、 查询物理课程比生物课程高的学生的学号 9、 查询没有同时选修物理课程和体育课程的学生姓名 10、查询挂科超过两门(包括两门)的学生姓名和班级 、查询选修了所有课程的学生姓名 12、查询李平老师教的课程的所有成绩记录 13、查询全部学生都选修了的课程号和课程名 14、查询每门课程被选修的次数 15、查询之选修了一门课程的学生姓名和学号 16、查询所有学生考出的成绩并按从高到低排序(成绩去重) 17、查询平均成绩大于85的学生姓名和平均成绩 18、查询生物成绩不及格的学生姓名和对应生物分数 19、查询在所有选修了李平老师课程的学生中,这些课程(李平老师的课程,不是所有课程)平均成绩最高的学生姓名 20、查询每门课程成绩最好的前两名学生姓名 21、查询不同课程但成绩相同的学号,课程号,成绩 22、查询没学过“叶平”老师课程的学生姓名以及选修的课程名称; 23、查询所有选修了学号为1的同学选修过的一门或者多门课程的同学学号和姓名; 24、任课最多的老师中学生单科成绩最高的学生姓名
1、查询所有的课程的名称以及对应的任课老师姓名
SELECT c.cname,t.tname FROM course c LEFT JOIN teacher t ON c.teacher_id=t.tid
2、查询学生表中男女生各有多少人
SELECT gender,COUNT(sid) FROM student GROUP BY gender
3、查询物理成绩等于100的学生的姓名
SELECT stu.sname FROM student stu LEFT JOIN score s ON s.student_id=stu.sid LEFT JOIN
course c ON c.cid=s.course_id WHERE s.num=100 AND c.cname="物理"
SELECT sname FROM student WHERE sid IN(SELECT student_id FROM score WHERE
num=100 AND course_id =(SELECT cid FROM course WHERE cname="物理"))
4、查询平均成绩大于八十分的同学的姓名和平均成绩
SELECT s.sname, 平均成绩 FROM student s RIGHT JOIN
(SELECT student_id ,AVG(num) 平均成绩 FROM score GROUP BY student_id HAVING AVG(num)>80 )AS sc
ON s.sid=sc.student_id
5、查询所有学生的学号,姓名,选课数,总成绩
SELECT s.sid 学号,s.sname 姓名,选课数,总成绩 FROM student s RIGHT JOIN
(SELECT student_id,COUNT(course_id) 选课数,SUM(num) 总成绩 FROM score
GROUP BY student_id)AS sc
ON s.sid=sc.student_id
6、 查询姓李老师的个数
SELECT COUNT(tid) FROM teacher WHERE tname LIKE "李%"
7、 查询没有报李平老师课的学生姓名
SELECT sname FROM student WHERE sid NOT IN
(SELECT student_id FROM score WHERE course_id IN
(SELECT cid FROM course WHERE teacher_id =(SELECT tid FROM teacher WHERE tname="李平老师")))
SELECT sname FROM student WHERE sid NOT IN (
SELECT student_id FROM score s LEFT JOIN course c ON c.cid=s.course_id WHERE c.cid IN(
SELECT cid FROM course c INNER JOIN teacher t ON t.tid=c.teacher_id WHERE t.tname="李平老师"
)
)
8、查询物理课程比生物课程高的学生的学号
SELECT * FROM
(SELECT student_id 学生号, num 成绩,cname 课程 FROM score LEFT JOIN course ON course_id=score.course_id WHERE cname="物理")AS wl
INNER JOIN
(SELECT student_id 学生号, num 成绩,cname 课程 FROM score LEFT JOIN course ON course_id=score.course_id WHERE cname="生物")AS sw
ON wl.成绩>sw.成绩
SELECT t1.student_id FROM
(SELECT student_id,num FROM score s INNER JOIN course c ON c.cid=s.course_id WHERE c.cname="物理")AS t1
JOIN
(SELECT student_id,num FROM score s INNER JOIN course c ON c.cid=s.course_id WHERE c.cname="生物")AS t2 ON
t1.student_id=t2.student_id WHERE t1.num>t2.num
9、查询没有同时选修物理课程和体育课程的学生姓名
SELECT sname FROM student WHERE sid NOT IN(
SELECT student_id FROM score WHERE course_id IN (SELECT cid FROM course
WHERE cname IN ("物理","生物"))GROUP BY student_id HAVING COUNT(course_id)=2
)
10、查询挂科超过两门(包括两门)的学生姓名和班级
SELECT sname,cl.caption FROM student stu ,class cl WHERE stu.sid IN(
SELECT s.student_id FROM score s LEFT JOIN course c ON s.course_id = c.cid WHERE num<60 GROUP BY student_id HAVING COUNT(sid)>=2
)AND stu.class_id=cl.cid
SELECT sname,caption FROM student stu ,class cl WHERE stu.sid IN(
SELECT student_id FROM score WHERE num<60 GROUP BY student_id HAVING COUNT(sid)>=2)
AND stu.class_id=cl.cid
SELECT t2.sname ,cl.caption FROM (
SELECT sname ,class_id FROM student stu INNER JOIN
( SELECT student_id FROM score WHERE num<60 GROUP BY student_id HAVING COUNT(course_id)>=2)
AS t1 ON stu.sid=t1.student_id
)AS t2 INNER JOIN class cl ON cl.cid=t2.class_id
11 、查询选修了所有课程的学生姓名
SELECT s.sid, s.sname FROM student s WHERE s.sid IN(
SELECT s.student_id FROM score s GROUP BY student_id HAVING COUNT(s.sid)=(SELECT COUNT(cid) FROM course)
)
12、查询李平老师教的课程的所有成绩记录
SELECT s.num ,c.cname FROM score s INNER JOIN course c ON s.course_id=c.cid WHERE c.cid IN
(SELECT c.cid FROM course c INNER JOIN teacher t ON c.teacher_id=t.tid WHERE tname="李平老师")
SELECT s.num ,c.cname FROM score s LEFT JOIN course c ON c.cid=s.course_id LEFT
JOIN teacher t ON t.tid=c.teacher_id WHERE t.tname="李平老师"
13、查询全部学生都选修了的课程号和课程名
SELECT cid,cname FROM course WHERE cid IN(
SELECT course_id FROM score GROUP BY course_id HAVING COUNT(sid)=(
SELECT COUNT(sid) FROM student
)
)
SELECT c.cid,c.cname FROM course c WHERE c.cid IN(
SELECT course_id FROM score GROUP BY course_id HAVING COUNT(sid)=(SELECT COUNT(sid) FROM student)
)
14、查询每门课程被选修的次数
SELECT c.cname ,COUNT(sid) FROM course c LEFT JOIN score s ON s.course_id =c.cid GROUP BY s.course_id
15、查询只选修了一门课程的学生姓名和学号
SELECT sid,sname FROM student WHERE sid IN(SELECT student_id FROM score GROUP BY student_id HAVING COUNT(sid)=1)
16、查询所有学生考出的成绩并按从高到低排序(成绩去重)
查询每个考生对应的成绩
SELECT stu.sname,s.num FROM student stu LEFT JOIN score s ON s.student_id=stu.sid ORDER BY s.num DESC
查询所有学生考出的成绩并按从高到低排序(成绩去重)
SELECT DISTINCT num FROM score ORDER BY num DESC
17查询平均成绩大于85的学生姓名和平均成绩
SELECT stu.sname 姓名,AVG(s.num )平均成绩 FROM student stu INNER JOIN score s ON
stu.sid =s.student_id GROUP BY s.student_id HAVING AVG(num)>85
18、查询生物成绩不及格的学生姓名和对应生物分数
SELECT stu.sname 姓名,s.num 生物成绩 FROM score s
LEFT JOIN student stu ON stu.sid=s.student_id
LEFT JOIN course c ON s.course_id=c.cid
WHERE c.cname="生物" AND s.num<60
19、查询在所有选修了李平老师课程的学生中,这些课程(李平老师的课程,不是所有课程)
平均成绩最高的学生姓名
SELECT stu.sname FROM score s LEFT JOIN student stu ON s.student_id=stu.sid
LEFT JOIN course c ON c.cid=s.course_id WHERE c.cid IN (SELECT c.cid FROM course c LEFT JOIN
teacher t ON c.teacher_id =t.tid WHERE t.tname="李平老师"
) GROUP BY student_id ORDER BY AVG(s.num) DESC LIMIT 1
20、查询每门课程成绩最好的前两名学生姓名
SELECT s.sid,s.course_id,s.num,ss.first_num,ss.second_num FROM score s LEFT JOIN
(
SELECT
sid,
(SELECT num FROM score AS s2 WHERE s2.course_id = s1.course_id ORDER BY num DESC LIMIT 0,1) AS first_num,
(SELECT num FROM score AS s2 WHERE s2.course_id = s1.course_id ORDER BY num DESC LIMIT 1,1) AS second_num
FROM
score AS s1
) AS ss
ON s.sid =ss.sid
WHERE s.num <= ss.first_num AND s.num >= ss.second_num
21、查询不同课程但成绩相同的学号,课程号,成绩
SELECT s1.student_id, s1.course_id, s1.num, s2.student_id , s2.course_id,s2.num FROM score AS s1,
score AS s2 WHERE s1.num = s2.num AND s1.course_id != s2.course_id AND s1.student_id!=
s2.student_id;
22、查询没学过“叶平”老师课程的学生姓名以及选修的课程名称;
SELECT stu.sname 姓名 FROM student stu WHERE stu.sid NOT IN (
SELECT student_id FROM score WHERE course_id IN(
SELECT cid FROM course WHERE teacher_id=(
SELECT tid FROM teacher WHERE tname="李平老师"
)
)
)
23、查询所有选修了学号为1的同学选修过的一门或者多门课程的同学学号和姓名;
SELECT DISTINCT stu.sid, stu.sname FROM student stu LEFT JOIN score s ON s.student_id=stu.sid WHERE s.course_id IN(
SELECT course_id FROM score WHERE student_id =1)
SELECT stu.sid,stu.sname FROM student stu WHERE stu.sid IN(
SELECT student_id FROM score WHERE course_id IN (SELECT course_id FROM score WHERE student_id =1)
)
24、任课最多的老师中学生单科成绩最高的学生姓名
SELECT stu.sname FROM score s LEFT JOIN student stu ON stu.sid=s.student_id
LEFT JOIN course c ON s.course_id =c.cid WHERE c.teacher_id =(
SELECT teacher_id FROM course GROUP BY teacher_id ORDER BY COUNT(cid) DESC LIMIT 1)
GROUP BY s.student_id ORDER BY AVG(s.num) DESC LIMIT 2
SELECT stu.sname FROM student stu LEFT JOIN score s ON s.student_id =stu.sid
LEFT JOIN course c ON c.cid=s.course_id WHERE cid IN( SELECT cid FROM course WHERE teacher_id =(SELECT teacher_id FROM course
GROUP BY teacher_id ORDER BY COUNT(cid) DESC LIMIT 1))GROUP BY s.student_id ORDER BY AVG(s.num) DESC LIMIT 2

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