I am trying to build a query that analyzes data in our time tracking system. Every time a user swipes in or out, it makes a row recording the swipe time and On or Off site (entr
First you need to talk with the business side and decide on a set of matching rules.
After that I suggest that you add a status field to the table where you record the status of each row (matched, unmatched, deleted etc). Whenever a row is added you should try to match it to make a pair. A successful match sets the status of both rows to matched, otherwise the new row will be unmatched.
-- =====================
-- sample data
-- =====================
declare @t table
(
ID int,
Time datetime,
OnOffSite varchar(3),
UserName varchar(50)
)
insert into @t values(123, '2011-10-25 09:00:00.000', 'on', 'Bloggs Joe')
insert into @t values(124, '2011-10-25 12:00:00.000', 'off', 'Bloggs Joe')
insert into @t values(125, '2011-10-25 13:00:00.000', 'on', 'Bloggs Joe')
insert into @t values(126, '2011-10-25 17:00:00.000', 'off', 'Bloggs Joe')
insert into @t values(127, '2011-10-25 09:00:00.000', 'on', 'Jonesy Ian')
insert into @t values(128, '2011-10-25 10:00:00.000', 'on', 'Jonesy Ian')
insert into @t values(129, '2011-10-25 11:00:00.000', 'off', 'Jonesy Ian')
insert into @t values(130, '2011-10-25 12:00:00.000', 'on', 'Jonesy Ian')
insert into @t values(131, '2011-10-25 15:00:00.000', 'off', 'Jonesy Ian')
-- =====================
-- solution
-- =====================
select
UserName, timeon, timeoff, diffinhours = DATEDIFF(hh, timeon, timeoff)
from
(
select
UserName,
timeon = max(case when k = 2 and OnOffSite = 'on' then Time end),
timeoff = max(case when k = 1 and OnOffSite = 'off' then Time end)
from
(
select
ID,
UserName,
OnOffSite,
Time,
rn = ROW_NUMBER() over(partition by username order by id)
from
(
select
ID,
UserName,
OnOffSite,
Time,
rn2 = case OnOffSite
-- '(..order by id)' takes earliest 'on' in the sequence of 'on's
-- to take the latest use '(...order by id desc)'
when 'on' then
ROW_NUMBER() over(partition by UserName, OnOffSite, rn1 order by id)
-- '(... order by id desc)' takes the latest 'off' in the sequence of 'off's
-- to take the earliest use '(...order by id)'
when 'off' then
ROW_NUMBER() over(partition by UserName, OnOffSite, rn1 order by id desc)
end,
rn1
from
(
select
*,
rn1 = ROW_NUMBER() over(partition by username order by id) +
ROW_NUMBER() over(partition by username, onoffsite order by id desc)
from @t
) t
) t
where rn2 = 1
) t1
cross join
(
select k = 1 union select k = 2
) t2
group by UserName, rn + k
) t
where timeon is not null or timeoff is not null
order by username