4.1 MySQL 实战
学习内容
数据导入导出
- 将之前创建的任意一张MySQL表导出,且是CSV格式
- 再将CSV表导入数据库
作业
项目七: 各部门工资最高的员工(难度:中等)
创建 Employee 表,包含所有员工信息,每个员工有其对应的 Id, salary 和 department Id。 |
Id |
Name |
Salary |
DepartmentId |
1 |
Joe |
70000 |
1 |
2 |
Henry |
80000 |
2 |
3 |
Sam |
60000 |
2 |
4 |
Max |
90000 |
1 |
创建 Department 表,包含公司所有部门的信息。 |
Id |
Name |
1 |
IT |
2 |
Sales |
编写一个 SQL 查询,找出每个部门工资最高的员工。例如,根据上述给定的表格,Max 在 IT 部门有最高工资,Henry 在 Sales 部门有最高工资。 |
Department |
Employee |
Salary |
IT |
Max |
90000 |
Sales |
Henry |
80000 |
答案
---建表---
CREATE TABLE Employee(Id INT,
NAME VARCHAR(10),
Salary INT,
DepartmentId INT);
CREATE TABLE Department(Id INT,
NAME VARCHAR(10));
---插值---
INSERT INTO Employee VALUES (1,'Joe',70000,1),
(2,'Henry',80000,2),
(3,'Sam',60000,2),
(4,'Max',90000,1);
INSERT INTO Department VALUES(1,'IT'),(2,'Sales');
---查找---
---查找部门最高工资---
SELECT d.Name AS Department,e.name AS Employee,e.Salary FROM
Employee e LEFT JOIN department d ON e.DepartmentId=d.Id
WHERE e.Salary=(SELECT MAX(Salary) FROM Employee WHERE DepartmentId=d.Id);
---查找部门工资最高前三---
SELECT Department.Name AS Department, e1.Name AS Employee, e1.Salary AS Salary
FROM Employee e1
JOIN Department
ON e1.DepartmentId = Department.Id
WHERE 3 > (
SELECT COUNT(DISTINCT e2.Salary)
FROM Employee e2
WHERE e2.Salary > e1.Salary AND e1.DepartmentId = e2.DepartmentId
)
ORDER BY Department.Name, e1.Salary DESC
项目八: 换座位(难度:中等)
小美是一所中学的信息科技老师,她有一张 seat 座位表,平时用来储存学生名字和与他们相对应的座位 id。
其中纵列的 id 是连续递增的
小美想改变相邻俩学生的座位。
你能不能帮她写一个 SQL query 来输出小美想要的结果呢?
请创建如下所示 seat 表:
示例: |
id |
student |
1 |
Abbot |
2 |
Doris |
3 |
Emerson |
4 |
Green |
5 |
Jeames |
假如数据输入的是上表,则输出结果如下: |
id |
student |
1 |
Doris |
2 |
Abbot |
3 |
Green |
4 |
Emerson |
5 |
Jeames |
注意:
如果学生人数是奇数,则不需要改变最后一个同学的座位。
---建表插值---
CREATE TABLE seat(id INT,Student VARCHAR(10));
INSERT INTO seat VALUES(1,'Abbot'),
(2,'Doris'),
(3,'Emerson'),
(4,'Green'),
(5,'Jeames');
---转换座位---
SELECT( CASE
WHEN id %2 = 1 AND id!=max_id THEN id+1
WHEN id %2 = 0 THEN id-1
WHEN id = max_id THEN id
END) AS id,student
FROM(SELECT id, student, (SELECT MAX(id) FROM seat) AS max_id FROM seat) a
ORDER BY id;
项目九: 分数排名(难度:中等)
编写一个 SQL 查询来实现分数排名。如果两个分数相同,则两个分数排名(Rank)相同。请注意,平分后的下一个名次应该是下一个连续的整数值。换句话说,名次之间不应该有“间隔”。
创建以下 score 表: |
Id |
Score |
1 |
3.50 |
2 |
3.65 |
3 |
4.00 |
4 |
3.85 |
5 |
4.00 |
6 |
3.65 |
例如,根据上述给定的 scores 表,你的查询应该返回(按分数从高到低排列): |
Score |
Rank |
4.00 |
1 |
4.00 |
1 |
3.85 |
2 |
3.65 |
3 |
3.65 |
3 |
3.50 |
4 |
答案
---建表,插值---
CREATE TABLE Scores (Id INT,Score DOUBLE);
INSERT INTO Scores VALUES(1,3.50),(2,3.65),(3,4.00),
(4,3.85),(5,4.00),(6,3.65);
----查询--
SELECT u.score,a.rank AS Rank FROM Scores u,
(SELECT @counter:=@counter+1 AS rank,t.score FROM (SELECT @counter:=0,score FROM Scores GROUP BY score ORDER BY score DESC)AS t)a
WHERE u.score=a.score ORDER BY Rank ASC;
4.2 MySQL 实战 - 复杂项目
作业
项目十:行程和用户(难度:困难)
Trips 表中存所有出租车的行程信息。每段行程有唯一键 Id,Client_Id 和 Driver_Id 是 Users 表中 Users_Id 的外键。Status 是枚举类型,枚举成员为 (‘completed’, ‘cancelled_by_driver’, ‘cancelled_by_client’)。 |
Id |
Client_Id |
Driver_Id |
City_Id |
Status |
Request_at |
1 |
1 |
10 |
1 |
completed |
2013-10-01 |
2 |
2 |
11 |
1 |
cancelled_by_driver |
2013-10-01 |
3 |
3 |
12 |
6 |
completed |
2013-10-01 |
4 |
4 |
13 |
6 |
cancelled_by_client |
2013-10-01 |
5 |
1 |
10 |
1 |
completed |
2013-10-02 |
6 |
2 |
11 |
6 |
completed |
2013-10-02 |
7 |
3 |
12 |
6 |
completed |
2013-10-02 |
8 |
2 |
12 |
12 |
completed |
2013-10-03 |
9 |
3 |
10 |
12 |
completed |
2013-10-03 |
10 |
4 |
13 |
12 |
cancelled_by_driver |
2013-10-03 |
Users 表存所有用户。每个用户有唯一键 Users_Id。Banned 表示这个用户是否被禁止,Role 则是一个表示(‘client’, ‘driver’, ‘partner’)的枚举类型。 |
Users_Id |
Banned |
Role |
1 |
No |
client |
2 |
Yes |
client |
3 |
No |
client |
4 |
No |
client |
10 |
No |
driver |
11 |
No |
driver |
12 |
No |
driver |
13 |
No |
driver |
写一段 SQL 语句查出 2013年10月1日 至 2013年10月3日 期间非禁止用户的取消率。基于上表,你的 SQL 语句应返回如下结果,取消率(Cancellation Rate)保留两位小数。 |
Day |
Cancellation Rate |
2013-10-01 |
0.33 |
2013-10-02 |
0.00 |
2013-10-03 |
0.50 |
答案
---创建插值---
CREATE TABLE Trips(Id INT,Client_Id INT,Driver_id INT,City_Id INT,STATUS VARCHAR(10),Request_at DATETIME);
INSERT INTO Trips VALUES(1,1,10,1 ,'completed','2013-10-01'),
(2,2,11,1 ,'cancelled_by_driver','2013-10-01'),
(3,3,12,6 ,'completed','2013-10-01'),
(4,4,13,6 ,'cancelled_by_client','2013-10-01'),
(5,1,10,1 ,'completed','2013-10-02'),
(6,2,11,6 ,'completed','2013-10-02'),
(7,3,12,6 ,'completed','2013-10-02'),
(8,2,12,12,'completed','2013-10-03'),
(9,3,10,12,'completed','2013-10-03'),
(1,4,13,12,'cancelled_by_driver','2013-10-03');
CREATE TABLE Users(Users_Id INT,Banned VARCHAR(3),Role VARCHAR(6));
INSERT INTO Users VALUES (1 ,'No','client'),
(2 ,'Yes','client'),
(3 ,'No','client'),
(4 ,'No','client'),
(10,'No','driver'),
(11,'No','driver'),
(12,'No','driver'),
(13,'No','driver');
---查询---
SELECT T2.DAY,IFNULL(ROUND((T1.num/T2.num),2),0) AS 'Cancellation Rate'
FROM
(SELECT Request_at as Day,count(*) as num
FROM Trips t
LEFT JOIN Users u
ON t.Client_Id = u.Users_Id
WHERE u.Banned != 'Yes'
AND t.status != 'completed'
AND Request_at >='2013-10-01' AND Request_at <= '2013-10-03'
GROUP BY Day) AS T1
RIGHT JOIN
(SELECT Request_at as Day,count(*) as num
FROM Trips t
LEFT JOIN Users u
ON t.Client_Id = u.Users_Id
WHERE u.Banned != 'Yes'
AND Request_at >='2013-10-01' AND Request_at <= '2013-10-03'
GROUP BY Day) AS T2
ON T1.DAY = T2.DAY;
项目十一:各部门前3高工资的员工(难度:中等)
将项目7中的 employee 表清空,重新插入以下数据(其实是多插入5,6两行): |
Id |
Name |
Salary |
DepartmentId |
1 |
Joe |
70000 |
1 |
2 |
Henry |
80000 |
2 |
3 |
Sam |
60000 |
2 |
4 |
Max |
90000 |
1 |
5 |
Janet |
69000 |
1 |
6 |
Randy |
85000 |
1 |
编写一个 SQL 查询,找出每个部门工资前三高的员工。例如,根据上述给定的表格,查询结果应返回: |
Department |
Employee |
Salary |
IT |
Max |
90000 |
IT |
Randy |
85000 |
IT |
Joe |
70000 |
Sales |
Henry |
80000 |
Sales |
Sam |
60000 |
此外,请考虑实现各部门前N高工资的员工功能。
---查找前三---
SELECT Department.Name AS Department, e1.Name AS Employee, e1.Salary AS Salary
FROM Employee e1
JOIN Department
ON e1.DepartmentId = Department.Id
WHERE 3 > (
SELECT COUNT(DISTINCT e2.Salary)
FROM Employee e2
WHERE e2.Salary > e1.Salary AND e1.DepartmentId = e2.DepartmentId
)
ORDER BY Department.Name, e1.Salary DESC
---查找前N的排名,把where后3改成N就好---
项目十二 分数排名 - (难度:中等)
依然是昨天的分数表,实现排名功能,但是排名是非连续的,如下: |
Score |
Rank |
4.00 |
1 |
4.00 |
1 |
3.85 |
3 |
3.65 |
4 |
3.65 |
4 |
3.50 |
6 |
---查询---
SELECT s.score,(SELECT COUNT(*)+1 FROM scores AS s1 WHERE s1.score>s.score) AS rank
FROM scores s ORDER BY score DESC;