hive sql练习

作者: 阿发贝塔伽马 | 来源:发表于2018-09-22 22:03 被阅读0次

-- 创建学生表，学号，姓名，性别，年龄，班级
DROP TABLE student;
CREATE TEMPORARY TABLE  student(
  Sno int,
  Sname VARCHAR(20),
  Sex VARCHAR(20),
  Sage int,
  Sdept VARCHAR(20)
);

-- 创建 课程表， 课程编号，课程名称
DROP TABLE course;
create TEMPORARY TABLE course(
  Cno int,
  Cname VARCHAR(20)
);
-- 创建 学生 课程关联表，学号，课号，年级
create table sc(
  Sno int,
  Cno int,
  Grade int
);

-- 插入课程数据
INSERT into course values(1, 'database');
INSERT into course values(2, 'math');
INSERT into course values(3, 'info system');
INSERT into course values(4, 'system');
INSERT into course values(5, 'data structure');
INSERT into course values(6, 'data deal');

-- 插入学生选课数据和成绩
INSERT into sc values(95001,1,81);
INSERT into sc values(95001,2,85);
INSERT into sc values(95001,3,88);
INSERT into sc values(95001,4,70);
INSERT into sc values(95002,2,90);
INSERT into sc values(95002,3,80);
INSERT into sc values(95002,4,71);
INSERT into sc values(95002,5,60);
INSERT into sc values(95003,1,82);
INSERT into sc values(95003,3,90);
INSERT into sc values(95003,5,100);
INSERT into sc values(95004,1,80);
INSERT into sc values(95004,2,92);
INSERT into sc values(95004,4,91);
INSERT into sc values(95004,5,70);
INSERT into sc values(95005,1,70);
INSERT into sc values(95005,2,92);
INSERT into sc values(95005,3,99);
INSERT into sc values(95005,6,87);
INSERT into sc values(95006,1,72);
INSERT into sc values(95006,2,62);
INSERT into sc values(95006,3,100);
INSERT into sc values(95006,4,59);
INSERT into sc values(95006,5,60);
INSERT into sc values(95006,6,98);
INSERT into sc values(95007,3,68);
INSERT into sc values(95007,4,91);
INSERT into sc values(95007,5,94);
INSERT into sc values(95007,6,78);
INSERT into sc values(95008,1,98);
INSERT into sc values(95008,3,89);
INSERT into sc values(95008,6,91);
INSERT into sc values(95009,2,81);
INSERT into sc values(95009,4,89);
INSERT into sc values(95009,6,100);
INSERT into sc values(95010,2,98);
INSERT into sc values(95010,5,90);
INSERT into sc values(95010,6,80);
INSERT into sc values(95011,1,81);
INSERT into sc values(95011,2,91);
INSERT into sc values(95011,3,81);
INSERT into sc values(95011,4,86);
INSERT into sc values(95012,1,81);
INSERT into sc values(95012,3,78);
INSERT into sc values(95012,4,85);
INSERT into sc values(95012,6,98);
INSERT into sc values(95013,1,98);
INSERT into sc values(95013,2,58);
INSERT into sc values(95013,4,88);
INSERT into sc values(95013,5,93);
INSERT into sc values(95014,1,91);
INSERT into sc values(95014,2,100);
INSERT into sc values(95014,4,98);
INSERT into sc values(95015,1,91);
INSERT into sc values(95015,3,59);
INSERT into sc values(95015,4,100);
INSERT into sc values(95015,6,95);
INSERT into sc values(95016,1,92);
INSERT into sc values(95016,2,99);
INSERT into sc values(95016,4,82);
INSERT into sc values(95017,4,82);
INSERT into sc values(95017,5,100);
INSERT into sc values(95017,6,58);
INSERT into sc values(95018,1,95);
INSERT into sc values(95018,2,100);
INSERT into sc values(95018,3,67);
INSERT into sc values(95018,4,78);
INSERT into sc values(95019,1,77);
INSERT into sc values(95019,2,90);
INSERT into sc values(95019,3,91);
INSERT into sc values(95019,4,67);
INSERT into sc values(95019,5,87);
INSERT into sc values(95020,1,66);
INSERT into sc values(95020,2,99);
INSERT into sc values(95020,5,93);
INSERT into sc values(95021,2,93);
INSERT into sc values(95021,5,91);
INSERT into sc values(95021,6,99);
INSERT into sc values(95022,3,69);
INSERT into sc values(95022,4,93);
INSERT into sc values(95022,5,82);
INSERT into sc values(95022,6,100);

INSERT into student values(95001,"liyong","M",20,"CS");
INSERT into student values(95002,"licheng","F",19,"IS");
INSERT into student values(95003,"wangming","F",22,"MA");
INSERT into student values(95004,"zhangli","M",19,"IS");
INSERT into student values(95005,"liugang","M",18,"MA");
INSERT into student values(95006,"sunqing","M",23,"CS");
INSERT into student values(95007,"yisiling","F",19,"MA");
INSERT into student values(95008,"lina","F",18,"CS");
INSERT into student values(95009,"mengyuanyuan","F",18,"MA");
INSERT into student values(95010,"kongxiaotao","M",19,"CS");
INSERT into student values(95011,"baoxiaobo","M",18,"MA");
INSERT into student values(95012,"sunhua","F",20,"CS");
INSERT into student values(95013,"fengwei","M",21,"CS");
INSERT into student values(95014,"wangxiaoli","F",19,"CS");
INSERT into student values(95015,"wangjun","M",18,"MA");
INSERT into student values(95016,"qianguo","M",21,"MA");
INSERT into student values(95017,"wangfengjuan","F",18,"IS");
INSERT into student values(95018,"wangyi","F",19,"IS");
INSERT into student values(95019,"xingxiaoli","F",19,"IS");
INSERT into student values(95020,"zhaoqian","M",21,"IS");
INSERT into student values(95021,"zhouer","M",17,"MA");
INSERT into student values(95022,"zhangming","M",20,"MA");

SELECT * FROM course;

-- 查询学生总人数
SELECT count(*) FROM student;

-- 查询全体学生的学号与姓名
SELECT student.Sno, student.Sname FROM student;

-- 查询选修了课程的学生姓名,
SELECT student.Sname FROM student
JOIN sc
on student.Sno = sc.Sno
GROUP BY student.Sname;

-- 计算1号课程的学生平均成绩，sc表
SELECT avg(sc.Grade) FROM sc WHERE Cno = 1 GROUP BY Cno;

-- 这一个写法要快一点
select avg(Grade) from sc group by Cno having Cno=1;

-- 查询各科成绩平均分
-- 这个所有学系的各科平均分
SELECT course.Cname, avg(sc.Grade) FROM course
JOIN sc
on course.Cno=sc.Cno
GROUP BY course.Cname;

-- 这样写要快一点
SELECT course.Cname, avg(sc.Grade) FROM course
JOIN sc
on course.Cno=sc.Cno
GROUP BY course.Cname,sc.Cno;

-- 查询选修1号课程的学生最高分数
SELECT max(sc.Grade) FROM sc WHERE sc.Cno = 1;


-- 这个写法要快一点
select Grade from sc where Cno=1 order by Grade desc limit 1;

select Grade from sc where Cno=1 distribute by Grade sort by Grade desc limit 1;

-- 求各个课程号及相应的选课人数
SELECT sc.Cno, count(1) as num from sc GROUP BY Cno;

-- 查询选修了3门以上的课程的学生学号
SELECT sc.Sno FROM sc GROUP BY Sno HAVING count(1) > 3;

-- 查询学生信息，结果按学号全局有序
SELECT student.* FROM student ORDER BY student.Sno;


-- 查询学生信息，结果区分性别按年龄有序
SELECT * FROM student ORDER BY sex,Sage asc;

-- 查询每个学生及其选修课程的成绩情况
SELECT student.*,course.Cname,sc.Grade FROM student
JOIN sc
on sc.Sno = student.Sno
JOIN course
on course.Cno=sc.Cno
ORDER BY student.Sno;

-- 查询学生的得分情况
SELECT student.Sname,course.Cname,sc.Grade FROM student
JOIN sc
on sc.Sno = student.Sno
JOIN course
on course.Cno=sc.Cno
ORDER BY student.Sname;

-- 查询选修2号课程且成绩在90分以上的所有学生。
SELECT student.* FROM student
JOIN sc
on student.Sno=sc.Sno
WHERE sc.Cno=2 and sc.Grade > 90;

-- 查询所有学生的信息，如果在成绩表中有成绩，则输出成绩表中的课程号
SELECT student.*,sc.Cno FROM student
left JOIN sc
on student.Sno=sc.Sno;

-- 查询与“licheng”在同一个系学习的学生
-- exists写法于join差不多快
SELECT stu1.Sname FROM student stu1 WHERE exists
(
  SELECT * FROM student stu2 WHERE stu2.Sname = 'licheng' and stu1.Sdept = stu2.Sdept
);
exists 子查询语句如果为true就提交，如果为false不提交，先外循环stu1,然后在内循环stu2，如果内循环（子查询）为真，则提交（选择），所以子查询与select字段无关，只与后面的判断真伪有关

-- in 写法
SELECT stu1.Sname FROM student stu1 WHERE stu1.Sdept in
(
  SELECT stu2.Sdept FROM student stu2 WHERE stu2.Sname = 'licheng'
);
in子查询先产生结果集,然后主查询再去结果集里去找符合要求的字段列表去.符合要求的输出,反之则不输出


-- join写法最快
SELECT stu.Sname FROM student stu
JOIN student st
on st.Sname = 'licheng' and st.Sdept = stu.Sdept and stu.Sname != 'licheng';

select s2.* from student as s1 inner join student as s2 on(s2.Sdept=s1.Sdept) where s1.Sname='licheng';

原先数据格式是这样,写了个脚本转成insert 形式

ss = '''95001,李勇,男,20,CS
95002,刘晨,女,19,IS
95003,王敏,女,22,MA
95004,张立,男,19,IS
95005,刘刚,男,18,MA
95006,孙庆,男,23,CS
95007,易思玲,女,19,MA
95008,李娜,女,18,CS
95009,梦圆圆,女,18,MA
95010,孔小涛,男,19,CS
95011,包小柏,男,18,MA
95012,孙花,女,20,CS
95013,冯伟,男,21,CS
95014,王小丽,女,19,CS
95015,王君,男,18,MA
95016,钱国,男,21,MA
95017,王风娟,女,18,IS
95018,王一,女,19,IS
95019,邢小丽,女,19,IS
95020,赵钱,男,21,IS
95021,周二,男,17,MA
95022,郑明,男,20,MA
'''
rr = "INSERT into student values(%s);";
for el in ss.split('\n'):
    temp = ""
    i = 0
    for ell in el.split(','):
        if i == 0 or i==3:
            temp +=ell+','
        elif i == 1 or i == 2:
            temp +="\"%s\""%ell+','
        else:
            temp += "\"%s\""%ell
        i += 1
        
    print (rr%temp)

hive sql练习

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