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标题: Hive sql 经典题目和 复杂hsq [打印本页]

作者: 河曲智叟    时间: 2022-6-24 13:36
标题: Hive sql 经典题目和 复杂hsq
案例一
练习:
一:将下列数据加载hive表。
员工信息表emp:
字段:员工id,员工名字,工作岗位,部门经理,受雇日期,薪水,奖金,部门编号
英文名:EMPNO,ENAME,JOB,MGR,HIREDATE,SAL,BONUS,DEPTNO
create table emp(
    EMPNO int
    ,ENAME string
    ,JOB string
    ,MGR int
    ,HIREDATE string
    ,SAL int
    ,BONUS int
    ,DEPTNO int
)
row format delimited
fields terminated by ',';

7369,SMITH,CLERK,7902,1980-12-17,800,null,20
7499,ALLEN,SALESMAN,7698,1981-02-20,1600,300,30
7521,WARD,SALESMAN,7698,1981-02-22,1250,500,30
7566,JONES,MANAGER,7839,1981-04-02,2975,null,20,
7654,MARTIN,SALESMAN,7698,1981-09-28,1250,1400,30
7698,BLAKE,MANAGER,7839,1981-05-01,2850,null,30
7782,CLARK,MANAGER,7839,1981-06-09,2450,null,10
7788,SCOTT,ANALYST,7566,1987-04-19,3000,null,20
7839,KING,PRESIDENT,null,1981-11-17,5000,null,10
7844,TURNER,SALESMAN,7698,1981-09-08,1500,0,30
7876,ADAMS,CLERK,7788,1987-05-23,1100,null,20
7900,JAMES,CLERK,7698,1981-12-03,950,null,30
7902,FORD,ANALYST,7566,1981-12-03,3000,null,20
7934,MILLER,CLERK,7782,1982-01-23,1300,null,10

1600 1250 2850 1500 950
部门信息表dept:
字段:部门编号,部门名称,部门地点
英文名:DEPTNO,DEPTNAME,DEPTADDR
create table dept(
    DEPTNO int
    ,DEPTNAME string
    ,DEPTADDR string
)
row format delimited
fields terminated by ',';

10,ACCOUNTING,NEW YORK
10,ACCOUNTING,shanghai
20,RESEARCH,DALLAS
30,SALES,CHICAGO
40,OPERATIONS,BOSTON

二:使用HQL完成下面需求:
1. 列出至少有一个员工的所有部门。
select t1.deptno,t1.dname,t1.loc from dept t1 join (select deptno,count(distinct deptno) as cnt from emp group by deptno) t2 on (t1.deptno=t2.deptno);
2. 列出薪金比“SMITH”多的所有员工。薪资+津贴   12*sal+COMM
在Hive中,where条件后面不支持不等式的子查询,可以使用join的方式实现
select t1.empno,t1.ename,t1.sal_comm from (select empno,ename,12*sal+nvl(comm,0) as sal_comm,1 as temp_id from emp) t1 join (select 12*sal+nvl(comm,0) as sal_comm,1 as temp_id from emp where ename='SMITH') t2 on (t1.temp_id=t2.temp_id) where t1.sal_comm>t2.sal_comm;
美化后的sql:
SELECT t1.empno, t1.ename, t1.sal_comm
FROM (
        SELECT empno, ename
                , 12 * sal + nvl(comm, 0) AS sal_comm
                , 1 AS temp_id
        FROM emp
) t1
        JOIN (
                SELECT 12 * sal + nvl(comm, 0) AS sal_comm
                        , 1 AS temp_id
                FROM emp
                WHERE ename = 'SMITH'
        ) t2
        ON t1.temp_id = t2.temp_id
WHERE t1.sal_comm > t2.sal_comm;

3. 列出所有员工的姓名及其直接上级的姓名。
select t1.ename,t2.ename as leader_name from emp t1 join emp t2 on (t1.mgr=t2.empno);
4. 列出受雇日期早于其直接上级的所有员工。
select t1.ename,t1.hiredate,t2.ename as leader_name,t2.hiredate as leader_hiredate from emp t1 left join emp t2 on (t1.mgr=t2.empno) where t1.hiredate1500;
select * from (select job,min(sal) as min_sal from emp group by job) t1 where t1.min_sal>1500;

8. 列出在部门“SALES”(销售部)工作的员工的姓名,假定不知道销售部的部门编号
select empno,ename from emp where deptno in (select deptno from dept where dname='SALES');

9. 列出薪金高于公司平均薪金的所有员工。 12*sal+comm
select t1.empno,t1.ename,t1.sum_sal_comm,t2.avg_sal_comm from (select empno,ename,12*sal+nvl(comm,0) as sum_sal_comm,1 as temp_id from emp) t1 join (select round(avg(12*sal+nvl(comm,0)),2) as avg_sal_comm,1 as temp_id from emp) t2 on(t1.temp_id=t2.temp_id) where t1.sum_sal_comm>t2.avg_sal_comm;
10.列出与“SCOTT”从事相同工作的所有员工。
select empno,t1.ename,job from emp t1 where job in (select job from emp where ename='SCOTT') and t1.ename!='SCOTT';

11.列出薪资等于部门30中员工的薪资的所有员工的姓名和薪资。
select t1.ename,t1.sal from emp t1 where t1.sal in (select  sal from emp where deptno=30) and t1.deptno!=30;

12.列出薪金高于在部门30工作的所有员工的薪金的员工姓名和薪金。
select max(12*sal+nvl(comm,0)) from emp where deptno=30;
select 12*sal+nvl(comm,0) from emp where deptno!=30;
select t1.ename,t1.sum_sal_comm,t2.max_sal_comm from (select ename,12*sal+nvl(comm,0) as sum_sal_comm,1 as temp_id from emp where deptno!=30) t1 join (select max(12*sal+nvl(comm,0)) as max_sal_comm,1 as temp_id from emp where deptno=30) t2 on (t1.temp_id=t2.temp_id) where t1.sum_sal_comm>t2.max_sal_comm;
13.列出在每个部门工作的员工数量、平均工资和平均服务期限。
select deptno,count(empno) as nop,round(avg(12*sal+nvl(comm,0)),2) as avg_sal_comm,floor(avg(datediff(current_date(),hiredate))) as avg_work_days from emp group by deptno;
14.列出所有员工的姓名、部门名称和工资。
select t1.ename,t2.dname,t1.sal from emp t1 join dept t2 on (t1.deptno=t2.deptno);
15.列出所有部门的详细信息和部门人数。
select t2.deptno,t2.dname,t2.loc,if(t1.pcount is null,0,t1.pcount) from (select deptno,count(distinct empno) as pcount from emp group by deptno) t1 right join dept t2 on (t1.deptno=t2.deptno);
select t2.deptno,t2.dname,t2.loc,nvl(t1.pcount,0) from (select deptno,count(distinct empno) as pcount from emp group by deptno) t1 right join dept t2 on (t1.deptno=t2.deptno);
16.列出各种工作的最低工资。
select min(sal) from emp group by job;
17.列出各个部门的MANAGER(经理)的最低薪金。
select t1.deptno,min(12*sal+nvl(comm,0)) from (select deptno,sal,comm from emp where job='MANAGER') t1 group by t1.deptno;
18.列出所有员工的年工资,按年薪从低到高排序。
select empno,ename,12*sal+nvl(comm,0) as year_sal from emp order by year_sal;
19. 列出每个部门薪水前两名最高的人员名称以及薪水。(思考:用开窗函数解决)
select ename,deptno,sal,rows_number() over(partition by denptno order by sal desc)  from  emp;

select w.empno,w.ename,w.sal,w.deptno,w.rn from (select empno,ename,sal,deptno,row_number() over(partition by deptno order by sal desc) as rn from emp) w where w.rn




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