Hive排序函数

    科技2024-11-01  16

    文章目录

    排名函数练习

    排名函数

    注意:排名函数可以跟Over(),但是不能定义window_clause。在计算名次前,需要先排序!

    RANK: 允许并列,一旦有并列跳号!ROW_NUMBER: 行号! 连续的,每个号之间差1!DENSE_RANK: 允许并列,一旦有并列不跳号!CUME_DIST: 从排序后的第一行到当前值之间数据 占整个数据集的百分比!PERCENT_RANK: rank-1/ 总数据量-1NTILE(x): 将数据集均分到X个组中,返回每条记录所在的组号 select *,rank() over(order by score) ranknum, ROW_NUMBER() over(order by score) rnnum, DENSE_RANK() over(order by score) drnum, CUME_DIST() over(order by score) cdnum, PERCENT_RANK() over(order by score) prnum from score

    练习

    表及字段:score.name | score.subject | score.score

    按照科目进行排名 select *,rank() over(partition by subject order by score desc) from score

    2. 给每个学生的总分进行排名

    select name,sumscore,rank() over( order by sumscore desc) from (select name,sum(score) sumscore from score group by name) tmp

    3. 求每个学生的成绩明细及给每个学生的总分和总分排名

    select *,DENSE_RANK() over(order by tmp.sumscore desc) from (select *,sum(score) over(partition by name) sumscore from score) tmp

    4. 只查询每个科目的成绩的前2名

    select * from (select *,rank() over(partition by subject order by score desc) rn from score) tmp where rn<=2

    5. 查询学生成绩明细,并显示当前科目最高分

    select *,max(score) over(partition by subject) from score # 或 select *,FIRST_VALUE(score) over(partition by subject order by score desc) from score

    Processed: 0.017, SQL: 8