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经典SQL50题

经典SQL50题

作者: jinghenggl | 来源:发表于2020-11-08 11:29 被阅读0次

            二刷经典SQL面试50题,当当,决定将解法重新梳理一遍。从一刷的磕磕绊绊,自己就是常见错误解法,到二刷思维很顺畅,90%可以独立解出正确答案,可见那句老话“熟能生巧”!其实SQL语言的逻辑是比较简单的,基本的增删改查可以应对工作中80%的内容,反而构建解决问题的思路,基于业务场景理解各表之间的关系才是重中之重~~~

    一、建表并插入数据

    经典50题的场景比较简单,有四张表:学生表、学科表、老师表和成绩表。

    -- 建立学生表

    CREATE TABLE `Student`(

    `s_id` VARCHAR(20),

    `s_name` VARCHAR(20) NOT NULL DEFAULT '',

    `s_birth` VARCHAR(20) NOT NULL DEFAULT '',

    `s_sex` VARCHAR(10) NOT NULL DEFAULT '',

    PRIMARY KEY(`s_id`));

    -- 建立课程表

    CREATE TABLE `Course`(

    `c_id` VARCHAR(20),

    `c_name` VARCHAR(20) NOT NULL DEFAULT '',

    `t_id` VARCHAR(20) NOT NULL,

    PRIMARY KEY(`c_id`));

    -- 建立教师表

    CREATE TABLE `Teacher`(

    `t_id` VARCHAR(20),

    `t_name` VARCHAR(20) NOT NULL DEFAULT '',

    PRIMARY KEY(`t_id`));

    -- 建立成绩表

    CREATE TABLE `Score`(

    `s_id` VARCHAR(20),

    `c_id` VARCHAR(20),

    `s_score` INT(3),

    PRIMARY KEY(`s_id`,`c_id`));

    -- 插入学生表测试数据

    insert into Student values('01' , '赵雷' , '1990-01-01' , '男');

    insert into Student values('02' , '钱电' , '1990-12-21' , '男');

    insert into Student values('03' , '孙风' , '1990-05-20' , '男');

    insert into Student values('04' , '李云' , '1990-08-06' , '男');

    insert into Student values('05' , '周梅' , '1991-12-01' , '女');

    insert into Student values('06' , '吴兰' , '1992-03-01' , '女');

    insert into Student values('07' , '郑竹' , '1989-07-01' , '女');

    insert into Student values('08' , '王菊' , '1990-01-20' , '女');

    -- 课程表测试数据

    insert into Course values('01' , '语文' , '02');

    insert into Course values('02' , '数学' , '01');

    insert into Course values('03' , '英语' , '03');

    -- 教师表测试数据

    insert into Teacher values('01' , '张三');

    insert into Teacher values('02' , '李四');

    insert into Teacher values('03' , '王五');

    -- 成绩表测试数据

    insert into Score values('01' , '01' , 80);

    insert into Score values('01' , '02' , 90);

    insert into Score values('01' , '03' , 99);

    insert into Score values('02' , '01' , 70);

    insert into Score values('02' , '02' , 60);

    insert into Score values('02' , '03' , 80);

    insert into Score values('03' , '01' , 80);

    insert into Score values('03' , '02' , 80);

    insert into Score values('03' , '03' , 80);

    insert into Score values('04' , '01' , 50);

    insert into Score values('04' , '02' , 30);

    insert into Score values('04' , '03' , 20);

    insert into Score values('05' , '01' , 76);

    insert into Score values('05' , '02' , 87);

    insert into Score values('06' , '01' , 31);

    insert into Score values('06' , '03' , 34);

    insert into Score values('07' , '02' , 89);

    insert into Score values('07' , '03' , 98);

    select * from Student;

    select * from Score;

    select * from Teacher;

    select * from Course;


    二、题目实战

    TIPS:重要的是思路,可以先在脑海中或者Excel中模拟自己想要的表格是什么效果,再一步一步sql实现!!!

    -- 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学号(重点)

    select a.s_id as s_no,s_name, a.s_score as '01',b.s_score as '02' from

    (select * from Score where c_id ='01') a

    join

    (select * from Score where c_id ='02') b on a.s_id=b.s_id

    join Student c on a.s_id=c.s_id

    where a.s_score>b.s_score;

    -- 2.查询平均成绩大于60分的学生的学号和平均成绩(简单,重点)

    TIPS:用group by 分组聚合后,查询的字段不要包含分组与聚合运算之外的字段,是没意义的。

    select s_id,round(avg(s_score),2) as '平均成绩'

    from Score 

    group by s_id

    having 平均成绩 >60

    ORDER BY 平均成绩 desc;

    -- 3.查询所有学生的学号、姓名、选课数、总成绩

    TIPS:还是group by 中select之后的字段问题,严格来说:既不是统计值,也不是group  by之后的分组条件,是不能出现在select之后的。

    select a.s_id as '学号',s_name,count(c_id) as '选课数',

    case

    when sum(s_score)  is null then 0

    else sum(s_score) 

    end as '总成绩'

    from Student a

    left join Score b on a.s_id=b.s_id

    group by a.s_id,a.s_name;

    -- 4.查询姓“张”的老师的个数

    select t_name,count(*) from Teacher group by t_name having t_name like '张%';

    -- 5.查询没学过“张三”老师课的学生的学号、姓名(重点) !!!

    -- 自己开始做了好几次都不对,还要再巩固!

    TIPS:先找出学过张三老师课的学生,再用 not in 排除!

    ①、select s_id,s_name from Student where s_id not in

    (select s_id from Score c where c.c_id=

    (select c_id from Course a join Teacher b on a.t_id=b.t_id

    where t_name ='张三'));

    ②、select s_name from Student where s_name not in (select s_name

    from Student a left join Score b on a.s_id = b.s_id left join Course c on b.c_id = c.c_id

    left join Teacher d on c.t_id = d.t_id where t_name = '张三' 

    group by a.s_id,s_name,t_name);

    -- 6.查询学过“张三”老师所教的所有课的同学的学号、姓名(重点)

    select a.s_id,s_name from Student a left join Score b on a.s_id = b.s_id

    left join Course c on b.c_id = c.c_id

    left join Teacher d on c.t_id = d.t_id

    where t_name = '张三' group by a.s_id ,s_name,t_name;

    -- 7.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(重点)

    -- 学过01课程的同学 与 学过02课程的同学,取交集

    -- 子查询,和第一题的思路相似

    select a.s_id,s_name from

    (select * from Score where c_id =01) a inner join

    (select * from Score where c_id =02) b on a.s_id = b.s_id

    left join Student c on a.s_id = c.s_id;

    -- 8.查询课程编号为“02”的总成绩(不重点)

    select c_id,sum(s_score) as '总成绩' from Score where c_id=02 group by c_id;

    -- 9.查询 (所有的课程成绩) 小于60分的学生的学号、姓名

    select  a.s_id, s_name, min(s_score)as '最高分' from Score a

    join Student b on a.s_id = b.s_id

    group by a.s_id,s_name having max(s_score)<60;

    -- 10.查询没有学全所有课的学生的学号、姓名(重点)

    -- 子查询 (select count(distinct c_id) from Course)

    select a.s_id,s_name,count(c_id) from Student a left join Score b on a.s_id = b.s_id

    group by s_id having count( distinct c_id) !=(select count(distinct c_id) from Course);

    -- 11.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(重点)

    select a.s_id,s_name from Score a join Student b on a.s_id = b.s_id

    where c_id  in

    (select c_id from Score where s_id =01)

    GROUP BY a.s_id,s_name;

    -- 12.查询和“01”号同学所学课程完全相同的其他同学的学号(重点) !!!

    TIPS:01号同学学了01,02,03三门课

    -- ① 选出的课不在01,02,03三门课--排除

    -- ② 剩下的同学肯定选了01,02,03三门课,再判断所学课程数=3

    select * from Student 

    weher s_id in ( 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))

    and s_id not in

    (select s_id from Score where c_id

    not in (select c_id from Score where s_id=01));

    -- 15.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(重点)

    select c.s_id,s_name,平均成绩,不及格科目数

    from (select a.s_id,s_name,avg(s_score) as '平均成绩'

    from Student a join  Score b on a.s_id = b.s_id

    group by s_id) c

    join

    (select s_id,count(*) as '不及格科目数' from Score

    where s_score<60 group by s_id having count(*)>=2) d

    on c.s_id =d.s_id

    -- 16.检索"01"课程分数小于60,按分数降序排列的学生信息(和34题重复,不重点)

    select a.s_id,s_name,c_id,s_score

    from Score a join Student b on a.s_id = b.s_id

    where c_id=01 and s_score <60 order by s_score desc;

    -- 17.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(重重点与35一样)

    --  把语文、数学、英语各门课程成绩横着排出来,有点厉害哦~

    select s_id as '学号',avg(s_score)as '平均成绩',

    max(case when c_id =01 then s_score else null end) as '语文',

    max(case when c_id =02 then s_score else null end) as '数学',

    max(case when c_id =03 then s_score else null end) as '英语'

    from Score

    group by s_id

    order by avg(s_score) desc;

    -- 18.查询各科成绩最高分、最低分和平均分 (超级重点)  !!!:

    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。及格为>=60,中等为:70-80,优良为:80-90,优秀为:>=90

    select a.c_id as '课程id',c_name as '课程名称',

    avg(s_score) as '平均分',max(s_score) as '最高分',min(s_score ) as '最低分' ,

    sum(case when s_score >=60 then 1 else 0 end)/count(*) as '及格率',

    sum(case when s_score >=70 and s_score <80 then 1 else 0 end)/count(*) as '中等率',

    sum(case when s_score >=80 and s_score <90 then 1 else 0 end)/count(*) as '优良率',

    sum(case when s_score >=90 then 1 else 0 end)/count(*) as '优秀率'

    from Score a

    join Course b

    on a.c_id = b.c_id

    group by a.c_id;

    -- 19. 按各科成绩进行排序,并显示排名 (重点!!!) 涉及到窗口函数,但是我的navicat运行不出来。

    select s_id,c_id,s_score,rank() over(order by s_score desc) as 'rank' from window_test

    from Score ;

    -- 20. 查询学生的总成绩并进行排名(不重点)

    select s_id,sum(s_score) from Score group by s_id order by sum(s_score) desc;

    -- 21. 查询不同老师所教不同课程平均分从高到低显示(不重点)

    select t_id,c_name,avg(s_score) from Score a

    join Course b on a.c_id = b.c_id group by t_id,c_name

    order by avg(s_score) desc;

    -- 22. 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(重要 25类似)窗口函数

    select * from

    (select s_name,c_id,s_score,row number() over(partition by c_id order by s_score desc) as 'm'

    from Score a join Student b on a.s_id = b.s_id) c where m in (2,3);

    -- 23.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(重点和18题类似)

    -- 也是按条件计数

    select a.c_id as '课程id',c_name as '课程名称',

    sum(case when s_score <60 then 1 else 0 end) as '不及格',

    sum(case when s_score >=60 and s_score<70 then 1 else 0 end) as '中等',

    sum(case when s_score >=80 and s_score<90 then 1 else 0 end) as '优良',

    sum(case when s_score >=90 then 1 else 0 end) as '优秀'

    from Score a join Course b on a.c_id = b.c_id group by a.c_id,c_name;

    -- 24、查询学生平均成绩及其名次(同19题,重点) 涉及窗口函数

    select s_name,avg(s_score),rank() over(order by avg(s_score) desc) as 'rank'

    from Student a join Score b on a.s_id = b.s_id group by s_name;

    -- 26、查询每门课程被选修的学生数(不重点)

    select c_id,count(distinct s_id) as '选课人数' from Score group by c_id;

    -- 27、 查询出只有两门课程的全部学生的学号和姓名(不重点)

    select s_id,count(distinct c_id) as '课程数' from Score group by s_id having 课程数 = 2;

    -- 28、查询男生、女生人数(不重点)

    select s_sex,count(*) from Student group by s_sex;

    -- 29 查询名字中含有"风"字的学生信息(不重点)

    select * from Student where s_name like '%风%' ;

    -- 31、查询1990年出生的学生名单(重点year)

    select * from Student where year(s_birth) = 1990;

    -- 32、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(不重要)

    select a.s_id,s_name,avg(s_score) from Student a join Score b on a.s_id =b.s_id

    group by a.s_id,s_name having avg(s_score)>=85;

    -- 33、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(不重要)

    select a.c_id,c_name,avg(s_score) from Score a join Course b on a.c_id = b.c_id

    group by a.c_id order by avg(s_score)asc,a.c_id desc;

    -- 34、查询课程名称为"数学",且分数低于60的学生姓名和分数(不重点)

    select s_name,s_score from Score a join Course b on a.c_id = b.c_id

    join Student c on a.s_id = c.s_id where c_name='数学' and s_score <60;

    -- 35、查询所有学生的课程及分数情况(重点)

    select a.s_id,s_name,

    max(case when c_name='语文' then s_score else null end) as '语文',

    max(case when c_name='数学' then s_score else null end) as '数学',

    max(case when c_name='英语' then s_score else null end) as '英语'

    from Student a left join Score b on a.s_id = b.s_id

    join Course c on b.c_id = c.c_id

    group by a.s_id,s_name;

    -- 36、查询任何一门课程成绩在70分以上的姓名、课程名称和分数(重点)

    select s_name,

    max(case when c_name='语文' then s_score else null end) as '语文',

    max(case when c_name='数学' then s_score else null end) as '数学',

    max(case when c_name='英语' then s_score else null end) as '英语'

    from Score a join Student b on a.s_id=b.s_id

    join Course c on c.c_id = a.c_id

    where s_score>=70

    group by s_name;

    -- 37、查询不及格的课程并按课程号从大到小排列(不重点)

    select a.c_id,s_score from Score a join Course b on a.c_id = b.c_id

    where s_score<60 order by a.c_id desc;

    -- 38、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(不重要)

    select a.s_id,s_name,s_score from Student a join Score b on a.s_id = b.s_id

    where b.c_id=03 and s_score >80;

    -- 39、求每门课程的学生人数(不重要)

    select c_id,count(*) from Score group by c_id;

    -- 40、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(重要top)

    select s_name,s_score from Score a join Student b on a.s_id =b.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 0,1;

    -- 41.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 (重点)

    select a.s_id from (select s_id,s_score

    from Score a group by s_id,s_score) a group by s_id having count(*) =1;

    -- 42、查询每门功成绩最好的前两名(同22和25题)

    -- 43、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(不重要)

    select c_id,count(distinct s_id) from Score group by c_id

    having count(distinct s_id)>5 order by count(s_id) desc,c_id;

    -- 44、检索至少选修两门课程的学生学号(不重要)

    select s_id,count(c_id) from Score group by s_id having count(c_id) >=2;

    -- 45、 查询选修了全部课程的学生信息

    select s_id,count(distinct c_id) from Score group by s_id 

    having count(distinct c_id)=(select count(c_id) from Course);

    -- 46、查询各学生的年龄(精确到月份)

    select s_id,s_name,FLOOR(DATEDIFF(now(),s_birth)/365) as '年龄' from Student;

    -- 47、查询没学过“张三”老师讲授的任一门课程的学生姓名

    select s_id,s_name from Student where s_id not in

    (select s_id from Score where c_id=

    (select c_id from Course where t_id=

    (select t_id from Teacher where t_name = '张三')));

    -- 48、查询下周过生日的学生

    select * from Student

    where week(concat('2020-',substring(s_birth,6,5)),1)= week('2020-5-15',1)+1;

    -- 49、查询本月过生日的学生

    select * from Student where month(s_birth)=month(now());

    -- 50、查询下个月过生日的学生

    select * from Student where

    case when month(now())=12 then month(s_birth) =1

    else month(s_birth) = month(now()) +1 end;


    三、说明

    题目来自于:

    常见的SQL面试题:经典50题 - 知乎( https://zhuanlan.zhihu.com/p/38354000

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