我有多行,其开始时间为&结束时间列彼此重叠。用于重叠时间戳的SQL查询
我需要使用SQL查找不同的时间间隔。
的样本数据:
(6 -> 7)
(6.30 -> 6.45)
(8 -> 9)
(8.30 -> 9.30)
输出:
(6 -> 7)
(8 -> 9.30)
我有多行,其开始时间为&结束时间列彼此重叠。用于重叠时间戳的SQL查询
我需要使用SQL查找不同的时间间隔。
的样本数据:
(6 -> 7)
(6.30 -> 6.45)
(8 -> 9)
(8.30 -> 9.30)
输出:
(6 -> 7)
(8 -> 9.30)
Vertica的具有非常强大的 “时间序列” 和 “条件事件” 分析功能。你的问题就可以轻松解决这样...
假设这是你开始表:
SQL> select * from otest ;
t1 | t2
--------------------+--------------------
2016-03-04 06:00:00 | 2016-03-04 07:00:00
2016-03-04 06:30:00 | 2016-03-04 06:45:00
2016-03-04 08:00:00 | 2016-03-04 09:00:00
2016-03-04 08:30:00 | 2016-03-04 09:30:00
(4 rows)
哪里t1
是您开始时间戳和t2
是你结束时间戳。所有你需要做的是:
SQL> select
min(a.t1),
max(a.t2)
from (
select
t1,
t2,
conditional_true_event (t1 >= lag(t2))
over (order by t1) as cte
from otest) a
group by cte
order by 1 ;
min | max
--------------------+--------------------
2016-03-04 06:00:00 | 2016-03-04 07:00:00
2016-03-04 08:00:00 | 2016-03-04 09:30:00
(2 rows)
我会评论毛罗的,但我没有代表。不幸的是,他的回答没有考虑到当你有两个以上的重叠时期会发生什么。
这里是我的解决方案:
--create the table for the purposes of this demo
drop schema if exists TEST1 cascade;
create schema if not exists TEST1;
drop table if exists TEST1.otest;
create table if not exists TEST1.otest(t1 datetime, t2 datetime);
--create some example data
--example where 2nd period is entirely inside the first
insert into TEST1.otest(t1, t2) select '2016-03-04 06:00:00' ,'2016-03-04 07:00:00';
insert into TEST1.otest(t1, t2) select '2016-03-04 06:30:00' ,'2016-03-04 06:45:00';
--example of multiple consecutive periods
insert into TEST1.otest(t1, t2) select '2016-03-04 08:00:00' ,'2016-03-04 09:00:00';
insert into TEST1.otest(t1, t2) select '2016-03-04 08:15:00' ,'2016-03-04 08:25:00';
insert into TEST1.otest(t1, t2) select '2016-03-04 08:26:00' ,'2016-03-04 08:27:00';
insert into TEST1.otest(t1, t2) select '2016-03-04 08:28:00' ,'2016-03-04 08:29:00';
insert into TEST1.otest(t1, t2) select '2016-03-04 08:30:00' ,'2016-03-04 09:30:00';
--example of another overlapping period extending the end time
insert into TEST1.otest(t1, t2) select '2016-03-04 10:00:00' ,'2016-03-04 10:30:00';
insert into TEST1.otest(t1, t2) select '2016-03-04 10:15:00' ,'2016-03-04 10:45:00';
--query syntax
with i as (select * from TEST1.otest)
,i2 as (select * ,max(t2) over (order by t1) as maxT2 from i)
,i3 as (select *, lag(i2.maxT2) over (order by t1) as laggedMaxT2 from i2)
,i4 as (select *, conditional_true_event(i3.t1 > i3.laggedMaxT2) over (order by t1) as grouper from i3)
select min(t1) as collapsedT1, max(t2) as collapsedT2 from i4 group by grouper
order by collapsedT1;
--results
collapsedT1 |collapsedT2 |
--------------------|--------------------|
2016-03-04 06:00:00 |2016-03-04 07:00:00 |
2016-03-04 08:00:00 |2016-03-04 09:30:00 |
2016-03-04 10:00:00 |2016-03-04 10:45:00 |
编辑:如果你的数据被其他栏目分类,记得分区的条款添加到最大,conditional_true_event和滞后分析,或者你可以得到不确定的结果。
什么dbms?时间戳如何存储? – Yossi
Vertica db。 时间戳格式的开始时间/结束时间:2016-03-03 14:19:05 – Neha
这是一个* gaps&islands *问题,已经在SO上回答了几次:http://stackoverflow.com/questions/标签/ gap-and-islands + sql Vertica支持分析函数,所以它应该很容易修改其中一个答案... – dnoeth