日期子查询和外部查询中的边界配置单元窗口

sq1bmfud  于 2021-06-27  发布在  Hive
关注(0)|答案(1)|浏览(341)
CREATE TABLE big_hive_table(
`partner` string,
start_date date,
end_date date,
`category` string,
`category2` string);

insert into big_hive_table values ('S1','2018-01-01','2018-03-31','c1','M');
insert into big_hive_table values ('S1','2017-12-01','2018-01-31','c1','M');
insert into big_hive_table values ('S1','2017-01-01','2017-11-30','c1','M');
insert into big_hive_table values ('S1','2018-02-01','2018-04-30','c1','M');
insert into big_hive_table values ('S1','2018-02-01','2018-04-30','c1','L');
insert into big_hive_table values ('S2','2018-02-01','2018-04-30','c1','S');
insert into big_hive_table values ('S3','2018-02-01','2018-04-30','c2','S');
insert into big_hive_table values ('S3','2018-01-01','2018-03-31','c2','S');
insert into big_hive_table values ('S3','2017-12-01','2018-01-31','c2','S');

问题:获取组(合作伙伴, category , category2 )如果有重叠期

expected result: 

S1  01/12/2017  30/04/2018  c1  M
S1  01/01/2017  30/11/2017  c1  M
S1  01/02/2018  30/04/2018  c1  L
S2  01/02/2018  30/04/2018  c1  S
S3  01/12/2017  30/04/2018  c2  S

我的问题

SELECT DISTINCT partner, 
                category, 
                category2, 
                First_value(start_date) OVER (partition BY partner, category, category2 ORDER BY start_date) period_start,
                last_value(end_date) OVER (partition BY partner, category, category2 ORDER BY start_date rows BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED following) period_end
from (select pps.*, sum(start_new_period) over (partition BY partner, category, category2)
    FROM ( select partner, 
            start_date,
            end_date, 
            category, 
            category2, 
            lag(end_date) over (partition by partner, category, category2 order by start_date) previous_period_end
            , case 
                when start_date > lag(end_date) over (partition by partner, category, category2 order by start_date) 
                then 1 
                else 0 
                end start_new_period
            from big_hive_table
            where start_date is not null and end_date is not null) pps
)

当前,当我运行2个内部查询(从select pps.*)或整个查询时,出现以下错误:

Caused by: java.lang.RuntimeException: org.apache.hadoop.hive.ql.parse.SemanticException:Failed to breakup Windowing invocations into Groups. At least 1 group must only depend on input columns. Also check for circular dependencies.
Underlying error: Primitve type DATE not supported in Value Boundary expression

有人能告诉我我遗漏了什么吗。谢谢你的帮助。

mkh04yzy

mkh04yzy1#

只需添加 rows BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED following 在第一个\u值窗口函数中,然后再次尝试运行。
更改您的查询

First_value(start_date) OVER (partition BY partner, category, category2 
ORDER BY start_date) period_start

First_value(start_date) OVER (partition BY partner, category, category2 ORDER BY
 start_date rows BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED following) period_start

jira考虑到了原语类型支持,并在hive.2.1.0中得到了修复

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