问题
I have a program that checks status of Computers in a network by PING each minutes. Each time it will insert a new row to DB as follows (I'm using postgresql)
id_status status checking_time(timestamp) id_device(int)
1 OK '2017-01-01 00:00:00' 1
2 OK '2017-01-01 00:00:00' 2
3 OK '2017-01-01 00:00:00' 3
4 Failed '2017-01-01 00:01:00' 1
5 OK '2017-01-01 00:01:00' 2
6 OK '2017-01-01 00:01:00' 3
7 Failed '2017-01-01 00:02:00' 1
8 OK '2017-01-01 00:02:00' 2
9 OK '2017-01-01 00:02:00' 3
10 Failed '2017-01-01 00:03:00' 1
11 OK '2017-01-01 00:03:00' 2
12 OK '2017-01-01 00:03:00' 3
13 OK '2017-01-01 00:04:00' 1
14 OK '2017-01-01 00:04:00' 2
15 OK '2017-01-01 00:04:00' 3
I want result to be as follows
status from_time(timestamp) to_time(timestamp) id_device(int)
OK '2017-01-01 00:00:00' '2017-01-01 00:01:00' 1
Failed '2017-01-01 00:01:00' '2017-01-01 00:04:00' 1
OK '2017-01-01 00:04:00' NOW 1
OK '2017-01-01 00:00:00' NOW 2
OK '2017-01-01 00:00:00' NOW 3
How can I get this output?.
回答1:
It is the gaps and islands problem. It can be solved as follows:
select t.status,
t.from_time,
coalesce(CAST(lead(from_time) over (partition by id_device order by from_time) AS varchar(20)), 'NOW') to_date,
t.id_device
from
(
select t.status, min(checking_time) from_time, t.id_device
from
(
select *, row_number() over (partition by id_device, status order by checking_time) -
row_number() over (partition by id_device order by checking_time) grn
from data
) t
group by t.id_device, grn, t.status
) t
order by t.id_device, t.from_time
dbffile demo
The crucial is the most nested subquery where I use two row_number
functions in order to isolate consecutive occurrence of the same status on a device. Once you have the grn
value then the rest is easy.
Result
status from_time to_time id_device
------------------------------------------------------------
OK 2017-01-01 00:00:00 2017-01-01 00:01:00 1
Failed 2017-01-01 00:01:00 2017-01-01 00:04:00 1
OK 2017-01-01 00:04:00 NOW 1
OK 2017-01-01 00:00:00 NOW 2
OK 2017-01-01 00:00:00 NOW 3
Similar questions
SQL query to get min, max rows
来源:https://stackoverflow.com/questions/47669058/postgresql-table-same-data-last-adjacent-occurance-and-first-in-one-row