200716 SQL面试必备50题

浪了一阵,我又回来刷题了💪lol
P.S. 50题中存在重复

题目来源:小番茄 SQL面试必会50题
解析参考:陆小亮


简单类题目(答案一致)

  1. 统计每门课程的学生选修人数(超过5人的课程才统计)。要求输出课程号和选修人数,查询结果按人数降序排列,若人数相同,按课程号升序排列
select c_id, count(*) num
from Score
group by c_id
having num > 5
order by num desc, c_id;
  1. 检索至少选修两门课程的学生学号
select s_id
from Score
group by s_id
having count(*) >= 2;
  1. 查询选修了全部课程的学生信息
select stu.*
from Student stu
join Score s on stu.s_id = s.s_id
group by s.s_id
having count(*) = (select count(distinct c_id) from Course);
  1. 查询课程成绩在70分以上的姓名、课程名称和分数
select s_name,c_name,s_score
from Score s
join Course c on s.c_id = c.c_id
join Student st on st.s_id = s.s_id
where s_score > 70
;
  1. 查询不及格的课程并按课程号从大到小排列
select sc.s_id, s_name, c.c_id, c_name, s_score
from Score sc
join Course c on sc.c_id = c.c_id
join Student st on st.s_id = sc.s_id
where s_score < 60
order by sc.c_id desc;
  1. 查询课程编号为03且课程成绩在80分以上的学生的学号和姓名
select s.s_id,s_name
from Score s
join Student st
on s.s_id = st.s_id
where c_id = '03'
and s_score > 80;
  1. 查询姓“猴”的老师的个数
select count(*)
from Teacher
where t_name like '猴%'
  1. 查询课程编号为“02”的总成绩
select sum(s_score)
from Score
where c_id = '02';
  1. 查询没有学全所有课的学生的学号、姓名
select stu.s_id, stu.s_name
from Score sco
right join Student stu
on sco.s_id = stu.s_id
group by s_id, s_name
having count(c_id) != (select count(distinct c_id) from Course) -- 找出所有课是有几门

-- 大佬上面用的是<,我用的是!=
-- 大佬用的是inner join没考虑一门都没选的人
  1. 检索"01"课程分数小于60,按分数降序排列的学生信息
select stu.*,s_score
from Score sco
join Student stu
on sco.s_id = stu.s_id
where c_id = '01'
and s_score < 60
order by s_score desc;
  1. 查询平均成绩大于等于85的所有学生的学号、姓名和平均成绩
select stu.s_id,stu.s_name, avg(s_score) mean
from Student stu
join Score sco
on stu.s_id = sco.s_id
group by stu.s_id,stu.s_name
having mean>=85;
  1. 查询每门课程的平均成绩,结果按平均成绩升序排序,平均成绩相同时,按课程号降序排列
select c_id, avg(s_score) mean
from Score
group by c_id
order by mean, c_id desc;
  1. 查询课程名称为"数学",且分数低于60的学生姓名和分数
select s_name,s_score
from Course c
join Score s on s.c_id = c.c_id
join Student stu on stu.s_id = s.s_id
where c.c_name = '数学'
and s_score < 60;
  1. 查询出只有两门课程的全部学生的学号和姓名
select distinct stu.s_id,s_name
from Student stu
join Score sco
on stu.s_id = sco.s_id
group by stu.s_id 
having count(distinct c_id) = 2;
  1. 查询男生、女生人数
select s_sex,count(*)
from Student
group by s_sex
  1. 查询名字中含有"风"字的学生信息
select *
from Student
where s_name like '%风%';
  1. 查询1990年出生的学生名单
select *
from Student
where year(s_birth) = '1990';
  1. 使用分段[100-85],[85-70],[70-60],[<60]来统计各科成绩,分别统计各分数段人数:课程ID和课程名称
select sc.c_id,co.c_name,
sum(case when s_score<=100 and s_score>=85 then 1 else 0 end) "[100,85]",
sum(case when s_score<85 and s_score>=70 then 1 else 0 end) "[70,85)",
sum(case when s_score<70 and s_score>=60 then 1 else 0 end) "[60,70)",
sum(case when s_score<60 and s_score>=0 then 1 else 0 end) "[0,60)"
from Score sc
join Course co
on sc.c_id = co.c_id
group by c_id

大佬的写法前面添加了描述性统计量,注意 count(case when) 里面 else NULL

  1. 查询学生平均成绩及其名次
select s_id, avg(s_score), row_number() over (order by avg(s_score) desc)
from Score
group by s_id;
  1. 查询各科成绩最高分、最低分和平均分:以如下形式显示:课程ID,课程name,最高分,最低分,平均分,及格率,中等率,优良率,优秀率
    注:及格为>=60,中等为:70-80,优良为:80-90,优秀为:>=90
-- 自己和大佬写的一致 🐂
select cou.c_name 课程名字, new.*
from Course cou
join
(select c_id 课程编号,max(s_score) 最高分, min(s_score) 最低分, avg(s_score) 平均分, 
avg(case when s_score>=60 then 1 else 0 end) 及格率,
avg(case when s_score>=70 and s_score<80 then 1 else 0 end) 中等率,
avg(case when s_score>=80 and s_score<90 then 1 else 0 end) 优良率,
avg(case when s_score>=90 then 1 else 0 end) 优秀率
from Score
group by c_id) new
on cou.c_id = new.课程编号

中等类题目 (答案正确,但可优化)

  1. 查询课程编号为“01”的课程比“02”的课程成绩高的所有学生的信息及课程分数
  • 自己
select stu.*, s3.s1, s3.s2
from Student stu
join

	-- 01比02高的成绩所对应的学生id以及两科成绩
	(select t1.*, t2.s2
	from 
		-- 找出每个学生01的课程成绩
		(select s_id, s_score s1
		from Score S1
		where c_id = 1) t1
	join   
		-- 找出每个学生02的课程成绩
		(select s_id, s_score s2
		from Score S
		where c_id = 2) t2
	on t1.s_id = t2.s_id
	where s1 > s2) s3
    
on stu.s_id = s3.s_id
;
  • 大佬
select stu.*, t1.s1, t2.s2
from Student stu
inner join  

-- 找出每个学生01的课程成绩
(select s_id, s_score s1
from Score S1
where c_id = '01') t1
on t1.s_id = stu.s_id

inner join   
-- 找出每个学生02的课程成绩
(select s_id, s_score s2
from Score S
where c_id = '02') t2

on t1.s_id = t2.s_id 
where s1 > s2
;
  • 反思总结
    (1) join默认是inner join
    (2)大佬是三表直接join,我创建了新表,再两表join
    (3)注意细节,课程代码是VARCHAR,要用引号

  1. 查询平均成绩大于60分的学生的学号和平均成绩
  • 自己和大佬的答案一致
select s_id,avg(s_score) 平均成绩
from Score
group by s_id
having 平均成绩 > 60;
  • 类似题目
    查询所有课程成绩小于60分的学生的学号、姓名
    (歧义:是找出每一个课程成绩<60?还是说找出每门课成绩都小于60?)
    最开始的思路想用 ALL
select s_id
from Score
where 60 > all(s_score) ;

但发现错误60并不是一列的名字,
SQL ALL运算符的语法:WHERE column_name comparison_operator ALL (subquery)
于是接着想到了逻辑等价,即所有课程成绩小于60 == 最高分小于60

select s1.s_id, s1.s_name
from Student s1
-- 先找出每个学生的最低分
join
(select s_id, min(s_score)
from Score
group by s_id
having min(s_score) < 60) s2
on s1.s_id = s2.s_id
;

但是参考大佬的答案,发现自己没有考虑无效成绩NULL,也就是没参加考试
方法一:迂回解题

select *
from Student
where s_id not in
(select s_id from Score where s_score >= 60);
-- 大于等于60的反面是NULL+小于60

方法二:正面解题

select stu.s_id, stu.s_name, avg(ifnull(sco.s_score,0)) as avg
from Student stu
left join Score sco
on stu.s_id = sco.s_id
group by stu.s_id
having avg < 60;
-- 或者
select stu.s_id, stu.s_name, avg(sco.s_score) as avg
from Student stu
left join Score sco
on stu.s_id = sco.s_id
group by stu.s_id
having (avg < 60) or isnull(avg)
;
  • 反思总结
    (1)没考虑到NULL
    (2)不用使用min,想复杂了。只要有一门课大于等于60,s_id就会在子查询中出现,再使用not in反选,省时省力。如果正面想in+小于60的条件,一是没考虑到NULL,二是没考虑到所有科目,只要有一门小于60就会选出该id。

  1. 查询所有学生的学号、姓名、选课数、总成绩
  • 自己
select stu.s_id, stu.s_name, sco.选课数, ifnull(sco.总成绩,0) 总成绩
from Student stu
left join
	(select s_id, count(*) 选课数, sum(ifnull(s_score,0)) 总成绩
	from Score
	group by s_id) sco
on stu.s_id = sco.s_id
  • 大佬
    (这里原博的作者提供的答案没有考虑没参加考试的同学,此处写的是小破站陆小亮老师的做法)
select a.s_id, a.s_name, count(b.c_id),
sum(case when b.s_score is null then 0 else b.s_score end)
from student a
left join score b
on a.s_id = b.s_id
group by s_id,s_name
  • 反思总结
    (1)ifnull和case when可以互相替代
    (2)select后面的出现的字段最好在group by后面出现过

  1. 查询选修“张三”老师所授课程的学生中成绩最高的学生姓名及其成绩
  • 自己
    ⚠️ 别老嵌套了 用联接!
select st.s_name, s_score
from Score s
join Student st on s.s_id = st.s_id
where c_id = (
	select c_id
	from Course
	where t_id = (select t_id from Teacher where t_name = '张三'))
order by s_score desc
limit 1;
  • 大佬
    “SQL SERVER 中用top,MYSQL 用 limit”
    limit 起始位置,取的条数
select top 1 st.s_id, st.s_name, sc.s_score
from Course co
join Score sc on sc.c_id = co.c_id
join Teacher te on te.t_id = co.t_id
where te.t_name = "张三"
order by sc.s_score desc;

  1. 查询没学过“张三”老师课的学生的学号、姓名
    查询学过“张三”老师所教的所有课的同学的学号、姓名(略)
  • 自己
-- (4)没上过的学号对应的名字
select s_id, s_name
from Student
where s_id not in(
-- (3)哪些学生上过这门课
select s_id
from Score 
where c_id in #老师没准上的不止一门课
-- (2)找张三上过的课程代码
	(select c_id
	from Course
	where t_id = 
	-- (1)先找到老师的工号
		(select t_id
		from Teacher
		where t_name = '张三')))
  • 大佬
select s_id, s_name
from Student
where s_id not in(
	select sc.s_id from Score sc
	inner join Course co on sc.c_id = co.c_id
	inner join Teacher te on co.t_id = te.t_id
	where te.t_name = '张三');
  • 反思总结
    嵌套思路清晰容易懂,但是性能差,最好用联接或者拆开嵌套存成临时表

  1. 查询学过编号为“01”的课程并且也学过编号为“02”的课程的学生的学号、姓名
  • 自己
select stu.s_id, s_name
from Student stu
where s_id in(
	select s1.s_id
    from Score s1, Score s2
    where s1.s_id = s2.s_id
    and s1.c_id = '01'
    and s2.c_id = '02'
    );
  • 大佬
select s_id, s_name from Student
where s_id in
(
select a.s_id from 
(select s_id from Score where c_id = '01') a 
inner join 
(select s_id from Score where c_id = '02') b
on a.s_id = b.s_id);
  • 类似题目
    查询学过编号为“01”的课程但没学过编号为“02”的课程的学生的信息
-- 我和大佬的版本一致
select *
from Student
where s_id in(
	select s_id
	from Score
	where s_id in
	(select s_id from Score where c_id = '01') 
	and s_id not in
	(select s_id from Score where c_id = '02'));

  1. 查询至少有一门课与学号为“01”的学生所学课程相同的学生的学号和姓名
  • 自己
select new.s_id, stu.s_name
from 
(select distinct s_id
from Score
where c_id in
(select c_id
from Score
where s_id = '01')) new
join Student stu
on stu.s_id = new.s_id;
  • 大佬
select distinct st.*
from Student st 
inner join Score sc
on st.s_id = sc.s_id
where sc.c_id in
(select c_id from Score where s_id = '01')
and st.s_id != '01';
  • 反思总结
    没有考虑不包括01本身。

  1. 查询两门及其以上不及格课程的同学的学号,姓名及其平均成绩
  • 自己
select sco.s_id, stu.s_name, avg(s_score) 平均成绩
from Score sco
join Student stu
on sco.s_id = stu.s_id
where sco.s_id in (
	-- 先计算出每个人不及格的门数,然后筛选满足条件的id
	select s_id
	from Score
	group by s_id
	having sum(if(s_score<60,1,0)) >=2)
group by sco.s_id
;
  • 大佬
select stu.s_id, stu.s_name, avg(s_score) 平均成绩
from Score sco
join Student stu
on sco.s_id = stu.s_id
where sco.s_id in (
	select s_id
	from Score
	where s_score < 60
	group by s_id
	having count(distinct c_id) >=2)
group by s_id,s_name
;

  1. 查询各科成绩前三名的记录(不考虑成绩并列情况)
  • 自己
select *
from 
	(select *,
	row_number() over (partition by c_id order by s_score desc) 排序
	from Score) new
where 排序 in (1,2,3)

在这里插入图片描述

  • 大佬
select c_id,
max(case when m=1 then s_score else null end) 'NO.1',
max(case when m=2 then s_score else null end) 'NO.2',
max(case when m=3 then s_score else null end) 'NO.3'
from
	(select st.s_id, st.s_name, st.s_birth, st.s_sex,c_id,s_score,
	row_number() over(partition by c_id order by s_score desc) m
	from Score sc
	inner join Student st
	on sc.s_id = st.s_id) a
where m in (1,2,3)
group by c_id;

在这里插入图片描述


难搞类题目

  1. 查询和“01”号同学所学课程完全相同的其他同学的学号
    我没想出来,看了原博对应第12题的答案,逻辑有问题,选了三门课也不一定和01完全相同。
  • 各路神仙的做法(自己稍微修改版)
select s_id 
from Score 
where s_id != '01'
group by s_id
having GROUP_CONCAT(c_id order by c_id) = 
	(select GROUP_CONCAT(c_id  order by c_id) 
	from Score 
	where s_id = '01' 
	group by s_id);

GROUP_CONCAT:将多条数据合并为一条
group_concat([DISTINCT] 要连接的字段 [Order BY ASC/DESC 排序字段] [Separator ‘分隔符’])

-- 假设01同学选了A、B两节课
-- 先选出其他同学所学的课程不在A、B的同学,排除;
-- 再在剩下的同学中去判断所选课程数是否为2门

select * from Student
where s_id in(
	-- 课程数相同的人
	select s_id from Score
	where s_id != '01'
	group by s_id 
	having count(distinct c_id) = (select count(distinct c_id) from score
	where s_id = '01')
	
	-- 有一门课不相同都排除掉
	and s_id not in(
		select distinct s_id from Score
		where c_id not in(select c_id from Score where s_id = '01'));

  1. 按平均成绩从高到低显示所有学生的所有课程的成绩以及平均成绩
  • 自己
select s1.*,s2.mean
from Score s1
left join
	(select s_id, avg(s_score) mean
	from Score
	group by s_id) s2
on s1.s_id = s2.s_id
order by mean desc;

在这里插入图片描述

但希望得到的格式应该是

学号学科1学科2平均分
xxxx… …xxx

所以,sql如何行列互换?

  • 大佬
select s_id "学号",
max(case when c_id = '01' then s_score else null end) "语文",
max(case when c_id = '02' then s_score else null end) "数学",
max(case when c_id = '03' then s_score else null end) "英语",
avg(s_score) "平均成绩"
from Score
group by s_id
order by avg(s_score) desc;

-- max在这里无意义,换成min/sum等统计函数都行,因为一个学生一个学科只会有一条记录,group by要与select中要保持一致,要用统计函数去取值。

  1. 查询所有课程的成绩第2名到第3名的学生信息及该课程成绩
  • 自己
    最开始理解成所有课程合在一起,进行排序
select stu.*, new.s_score
from Student stu
join
	(select * 
	from Score
	order by s_score desc
	limit 1,2) new
on stu.s_id = new.s_id;

然后分科

select stu.*, new.c_id, new.s_score, new.result
from 
	(select s_id, c_id, s_score, 
	row_number() over(partition by c_id order by s_score desc) result 
	from Score) new
join Student stu
on new.s_id = stu.s_id
where result = 2 or result = 3;
-- 和大佬的结果一致
  • 大佬
select *
from (select st.s_id, st.s_name, st.s_birth, st.s_sex,c_id, s_score,
row_number() over(partition by c_id order by s_score desc) m
from score sc
inner join student st
on sc.s_id = st.s_id) a
where m in (2,3);

在这里插入图片描述

  • 反思总结
    where m in (2,3)

存疑类题目

  1. 查询不同课程成绩相同的学生的学生编号、课程编号、学生成绩
    (题目存在歧义)

原博的意思是找出所有的课成绩都一样的同学,也就是这个同学所有科都考了一样的分数。还是说只要两门课成绩一样就行。

select *
from Score s1, Score s2
where s1.c_id < s2.c_id
and s1.s_score = s2.s_score;
  1. 查询所有学生的课程及分数情况

🚩大神的讲解🚩
但我纠结的点,有没有其他的方法,如果课程賊多的话,也这么搞么?

select sd.s_id, sd.s_name,
max(case when c.c_name = '语文' then s_score else null end) as '语文',
max(case when c.c_name = '数学' then s_score else null end) as '数学',
max(case when c.c_name = '英语' then s_score else null end) as '英语'
from score as s
join course as c on s.c_id = c.c_id
right join student as sd on s.s_id = sd.s_id
group by sd.s_id, sd.s_name;
  1. 查询每门课程选修的学生数

感觉原博的答案不对,万一哪门课没人选…

select c.c_id, c_name, count(*)
from Score s
right join Course c
on s.c_id = c.c_id
group by c.c_id,c_name
  1. 按各科成绩进行排序,并显示排名

“ROW_NUMBER()函数将针对SELECT语句返回的每一行,从1开始编号,赋予其连续的编号。”
–语法形式:ROW_NUMBER() OVER(PARTITION BY COL1 ORDER BY COL2)
–解释: 根据COL1分组,在分组内部根据 COL2排序,而此函数计算的值就表示每组内部排序后的顺序编号(组内连续的唯一的)

  • 自己
select *, 
row_number() over (partition by c_id order by s_score desc) 排序
from Score

排序函数的区别
(1)row_number() 没有重复值的排序(即使记录相等也不重复)
(2)dense_rank() 连续排序
(3)rank() 跳跃排序

在这里插入图片描述

  • 大佬
    感觉原博写的有点问题,没有分学科
  1. 查询学生的总成绩并进行排名

原博是直接order by排序,但我觉得不等于排名吧…

select s_id, sum(s_score) 总成绩, row_number()  over (order by sum(s_score) desc) 排名
from Score
group by s_id
  1. 查询不同老师所教不同课程平均分从高到低显示(有歧义 按老师还是按课程?)
select t_id, co.c_id, avg(s_score) mean
from Score sc
join Course co
on sc.c_id = co.c_id
group by c_id, t_id
order by mean desc;

日期类题目(容易出问题)

有关时间的函数

函数名含义函数名含义
curdate()返回当前时间curtime()返回当前时间
now()返回当前日期和时间unix_timestamp(date)返回日期date的UNIX时间戳
from_unixtime返回unix时间戳的日期值week(date)返回日期date为一年中的第几周
year(date)返回日期date的年份hour/minute(time)返回time的小时值/分钟值
monthname(date)返回date的月份名date_format(date,fmt)返回按字符串fmt格式化日期date值
datediff(exp,exp2)返回起始时间和结束时间之间的天数date_add(date, interval expr type)返回一个日期或时间值加上一个时间间隔的时间值
  1. 查询各学生的年龄(精确到月份)
  • 自己
select datediff(curdate(),s_birth)/365 from Student ;
  • 大佬
-- 用的是SQL Server
-- DATEDIFF(datapart,startdate,enddate)
select s_id,s_birth,
datediff(month,s_birth,curdate())/12 from Student ;
  1. 查询下月过生日的同学
select *
from Student
where month(s_birth) = month(now())+1;

-- 然而,跨年咋整?
select month('2019-12-30')+1; -- 返回的值为13

-- 更新升级 
select *
from Student
where month(s_birth) = mod(month(now())+1,12);

求余函数 MOD(x,y) 返回 x 被 y 除后的余数

  • 大佬
select * from Student where
case when month(now()) = 12 then month(s_birth) = 1 else month(s_birth) = month(now())+1 end;
  1. 查询下周过生日的学生
    惯性思维
select *
from Student
where week(s_birth) = week(now())+1;

week函数的运用:WEEK(date[,mode])
原博的有问题,原因🐂,完全没想到!
那么如何解决?我想的解决方案👇

select *
from Student
where week(concat(year(now()),substring(s_birth,5))) = week(now())+1;

但接着阿婆主提出了又一个问题🤦‍♂️
我想的解决办法是👇

select week('2019-12-30'); #52
select week('2019-01-01'); #0 
-- 所以还要考虑跨年因素

select *
from Student
where (
	case when week(now()) = 52 then week(concat(year(now()),substring(s_birth,5))) =0
	else week(concat(year(now()),substring(s_birth,5))) = week(now())+1 end);

有问题欢迎👏讨论啊:>


  • 总结
    (1)尽量不要用嵌套,用join函数
    (2)时间类题目因为循环,经常会出问题,要多考虑‘边界’
    (3)脑子是个好东西,加油💪
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