mysql数据库进阶-leetcode-10道

数据库练习链接：https://leetcode.com/problemset/database/

175. Combine Two Tables

解析：问题为联合查询两个表Person和Address的数据，无论address中是否有person对应的数据。即输出所有的person数据，address中没有的数据显示为空
考察：内连接、外连接（左连接、右连接）
内连接：join on
左连接：left on
右连接：right on
答案：
SELECT P.FirstName, P.LastName, A.City, A.State FROM Person AS P LEFT JOIN Address AS A ON A.PersonId = P.PersonId
输出：["Allen","Wang",null,null]

176. Second Highest Salary

解析：问题查找一个表，返回薪资倒数第二薪资数目。
考察：limit和offset的使用，以及null的判断；多用在数据分页中；group和order区别：此处即薪资相同的算作一组数据，所以需要使用group
group：字面意思就是分组，即相同的值会聚合到一起；比如查所有的员工，并按照部分分组。
order：即只是提供排序，不聚合
两种分页方法：
limit m,n：从第m条开始读，读取n条数据（不包括第m条）
limit m offset n：从第n条开始读，读取m条数据（不包括第n条，offset为偏移量）
答案：SELECT IFNULL((SELECT Salary FROM Employee GROUPBY Salary DESC LIMIT 1 OFFSET 1), NULL) AS SecondHighestSalary
或者：SELECT IFNULL((SELECT Salary FROM Employee GROUPBY Salary DESC LIMIT 1, 1), NULL) AS SecondHighestSalary

注：这里limit有一个优化，即当偏移量很大时，可以先找出偏移量，在查找数据参考博客

177. Nth Highest Salary

解析：直接将N-1替换为之即可
考察：mysql语句中不能直接使用计算，即n-1，需要提前设置N的值
答案：

CREATE FUNCTION getNthHighestSalary(N INT) RETURNS INT
BEGIN
  SET N = N-1;
  RETURN (
      # Write your MySQL query statement below.
      SELECT IFNULL((SELECT Salary FROM Employee GROUP BY Salary DESC LIMIT 1 OFFSET N), NULL) AS SecondHighestSalary
  );
END

178. Rank Scores

解析：即对学生成绩进行排位，相同分数位数一致（学校常用）
考察：
方法一：先列出所有的分数不重复集，这样总的排位数就清楚了。然后将order后的数据与集合比较计数，>=的即为对应排位数
答案：SELECT Score, (SELECT COUNT(DISTINCT Score) FROM Scores WHERE Score >= S.Score) AS Rank FROM Scores AS S ORDER BY Score DESC

方法二：
考察：mysql变量赋值及初始化；mysql变量赋值使用:=，变量需要以@开头
答案：SELECT Score,
@rank := @rank + (@pre <> (@pre := Score)) Rank
FROM Scores, (SELECT @rank := 0, @pre := -1) INIT
ORDER BY Score DESC;
注：两个方法逻辑类似，方法二是先初始化变量，然后计算不同值，实现累加（<>表示不等于）

180. Consecutive Numbers

解析：查找连续出现三次的数据
答案：SELECT DISTINCT l1.NumAS ConsecutiveNums FROM LOGS l1,LOGS l2,LOGS l3 WHERE l1.Id = l2.Id - 1 AND l2.Id= l3.Id-1 AND l1.Num=l2.Num AND l2.Num=l3.Num

181. Employees Earning More Than Their Managers

解析：找出满足以下雇员的工资：雇员的工资比雇主高（数据在同一张表中）
答案：SELECT E.Name AS Employee FROM Employee AS E WHERE (SELECT Salary FROM Employee WHERE Id = E.ManagerId) < E.Salary

182. Duplicate Emails

解析：查找所有重复邮件的邮件名
考察：group by和having条件；
答案：SELECT Email FROM Person GROUP BY Email HAVING COUNT(Email) > 1
注：这里的cout是记录没组的数量，而不是多少组
注2：having和where的区别：group中有很多聚合函数，比如求均值AVG等，此时聚合函数不能和where联合使用

183. Customers Who Never Order

解析：查找从未购买过东西的用户。可以直接使用左连接，获取右表为null的数据
考察：左连接
答案：SELECTNameAS Customers FROM Customers LEFT JOIN orders ON Customers.Id = Orders.CustomerId WHERE Orders.CustomerId IS NULL

184. Department Highest Salary

解析：查找每个部门最高工资的员工数据
考察：联合查找
标准答案：SELECT
Department.name AS 'Department',
Employee.name AS 'Employee',
Salary
FROM
Employee
JOIN
Department ON Employee.DepartmentId = Department.Id
WHERE
(Employee.DepartmentId , Salary) IN
( SELECT
DepartmentId, MAX(Salary)
FROM
Employee
GROUP BY DepartmentId
)
我的答案：SELECT D.Name AS Department, E.Name AS Employee,MAX(E.Salary) AS Salary FROM Employee AS E LEFT JOIN Department AS D ON D.Id = E.DepartmentId GROUP BY D.Name
注：我的答案是按部门排序的，题目需要按照id排序

185. Department Top Three Salaries

解析：查找每个部分工资最高的3个员工数据。
难点：这题有点难，需要两个条件：首先需要通过WHERE 3 > (SELECT COUNT(DISTINCT(e2.Salary))
FROM Employee e2
WHERE e2.Salary > e1.Salary
AND e1.DepartmentId = e2.DepartmentId
);筛选出最高的三个员工薪资行，大于3的不要；
答案：SELECT d.Name Department, e1.Name Employee, e1.Salary
FROM Employee e1
JOIN Department d
ON e1.DepartmentId = d.Id
WHERE 3 > (SELECT COUNT(DISTINCT(e2.Salary))
FROM Employee e2
WHERE e2.Salary > e1.Salary
AND e1.DepartmentId = e2.DepartmentId
);