In a set of overlapping, version-numbered intervals, find the most recent version at each point in time - sql

Question

I'm working with a set of date intervals where each interval has a version number and new intervals will frequently overlap old ones, or even be subsets of them. From this data I need to calculate a new set of intervals that shows the most recent version number, at each point in time. Is there a set-based solution to this problem?
Here's an illustration:
Interval 1: 11111111111111111111111
Interval 2: 2222222222
Interval 3: 33333333333333
Interval 4: 444444444
Interval 5: 555555555
Result : 11333333333333331155555555544
Here is a sample of the data I'm working with:
groupId startDate endDate version
-------- --------- ---------- ------
1 1/1/2010 1/1/2011 1
1 10/1/2010 7/5/2011 2
1 7/5/2011 8/13/2012 3
1 8/13/2012 12/31/2012 6
1 10/1/2012 11/1/2012 8
... and the desired output:
groupId startDate endDate version
-------- --------- ---------- ------
1 1/1/2010 10/1/2010 1
1 10/1/2010 7/5/2011 2
1 7/5/2011 8/13/2012 3
1 8/13/2011 10/1/2012 6
1 10/1/2012 11/1/2012 8 << note how version 8 supersedes version 6
1 11/1/2012 12/31/2012 6 << version 6 is split into two records
I haven't found any other examples of this problem, my googling only turns up queries that identify gaps and islands or covering sets.
I think I have an iterative solution (SQL Server 2008). It starts with a temp table for intervals in the result set and defines the start and end points for the range that we want to cover by inserting records with special version numbers. Then, it repeatedly identifies gaps between result set intervals and attempts to fill them with the most recent records from the original data set, until there are no more gaps or no more records to add:
GO
-- Create data set and results table
CREATE TABLE #Data (
groupId INT
,startDate DATE
,endDate DATE
,versionId INT
)
INSERT INTO #Data (groupId, startDate, endDate, versionId) VALUES (1, '2007-12-22', '2008-12-22', 8)
INSERT INTO #Data (groupId, startDate, endDate, versionId) VALUES (1, '2008-12-22', '2009-12-22', 9)
INSERT INTO #Data (groupId, startDate, endDate, versionId) VALUES (1, '2009-12-22', '2010-12-22', 10)
INSERT INTO #Data (groupId, startDate, endDate, versionId) VALUES (1, '2010-12-22', '2011-12-22', 11)
INSERT INTO #Data (groupId, startDate, endDate, versionId) VALUES (1, '2011-01-01', '2011-11-30', 500)
INSERT INTO #Data (groupId, startDate, endDate, versionId) VALUES (1, '2011-12-22', '2012-12-22', 12)
INSERT INTO #Data (groupId, startDate, endDate, versionId) VALUES (1, '2012-01-22', '2012-12-22', 13)
INSERT INTO #Data (groupId, startDate, endDate, versionId) VALUES (1, '2012-01-22', '2012-12-22', 14)
INSERT INTO #Data (groupId, startDate, endDate, versionId) VALUES (1, '2012-04-22', '2012-12-22', 17)
INSERT INTO #Data (groupId, startDate, endDate, versionId) VALUES (1, '2012-04-22', '2012-12-22', 19)
INSERT INTO #Data (groupId, startDate, endDate, versionId) VALUES (2, '2010-01-01', '2011-01-01', 1)
INSERT INTO #Data (groupId, startDate, endDate, versionId) VALUES (2, '2010-10-01', '2011-07-05', 2)
INSERT INTO #Data (groupId, startDate, endDate, versionId) VALUES (2, '2011-07-05', '2012-08-13', 3)
INSERT INTO #Data (groupId, startDate, endDate, versionId) VALUES (2, '2012-08-13', '2012-12-31', 6)
INSERT INTO #Data (groupId, startDate, endDate, versionId) VALUES (2, '2012-10-01', '2012-11-01', 8)
CREATE TABLE #Results (
groupId VARCHAR(10)
,startDate DATE
,endDate DATE
,versionId BIGINT
)
DECLARE #startDate DATE
DECLARE #endDate DATE
DECLARE #placeholderId BIGINT
SET #startDate = '20030101'
SET #endDate = '20121231'
SET #placeholderId = 999999999999999
INSERT #Results
SELECT DISTINCT
groupId
,CASE WHEN MIN(startDate) < #startDate THEN MIN(startDate) ELSE #startDate END
,CASE WHEN MIN(startDate) < #startDate THEN #startDate ELSE MIN(startDate) END
,#placeholderId
FROM #data
GROUP BY groupId
UNION ALL
SELECT DISTINCT
groupId
,CASE WHEN MAX(endDate) < #endDate THEN MAX(endDate) ELSE #endDate END
,CASE WHEN MAX(endDate) < #endDate THEN #endDate ELSE MAX(endDate) END
,#placeholderId
FROM #data
GROUP BY groupId
GO
-- Fill gaps in results table
DECLARE #startDate DATE
DECLARE #endDate DATE
DECLARE #placeholderId BIGINT
SET #startDate = '20030101'
SET #endDate = '20111231'
SET #placeholderId = 999999999999999
DECLARE #counter INT
SET #counter = 0
WHILE #counter < 10
BEGIN
SET #counter = #counter + 1;
WITH Gaps AS (
SELECT
gs.groupId
,gs.startDate
,MIN(ge.endDate) as endDate
,ROW_NUMBER() OVER (ORDER BY gs.groupId, gs.startDate) as gapId
FROM (
SELECT groupId, endDate as startDate
FROM #Results r1
WHERE NOT EXISTS (
SELECT *
FROM #Results r2
WHERE r2.groupId = r1.groupId
AND r2.versionId <> r1.versionId
AND r2.startDate <= r1.endDate
AND r2.endDate > r1.endDate
)
AND NOT (endDate >= #endDate AND versionId = #placeholderId)
) gs
INNER JOIN (
SELECT groupId, startDate as endDate
FROM #Results r1
WHERE NOT EXISTS (
SELECT *
FROM #Results r2
WHERE r2.groupId = r1.groupId
AND r2.versionId <> r1.versionId
AND r2.endDate >= r1.startDate
AND r2.startDate < r1.startDate
)
AND NOT (startDate <= #startDate AND versionId = #placeholderId)
) ge
ON ge.groupId = gs.groupId
AND ge.endDate >= gs.startDate
GROUP BY gs.groupId, gs.startDate
)
INSERT #Results (
groupId
,startDate
,endDate
,versionId
)
SELECT
d.groupId
,CASE WHEN d.startDate < g.startDate THEN g.startDate ELSE d.startDate END
,CASE WHEN d.endDate > g.endDate THEN g.endDate ELSE d.endDate END
,d.versionId
FROM #Data d
INNER JOIN Gaps g
ON g.groupId = d.groupId
AND g.startDate <= d.endDate
AND g.endDate >= d.startDate
INNER JOIN (
SELECT
d.groupId
,gapId
,MAX(d.versionId) as versionId
FROM #Data d
INNER JOIN Gaps g
ON g.groupId = d.groupId
AND g.startDate <= d.endDate
AND g.endDate >= d.startDate
WHERE d.versionId < (
SELECT MIN(versionId)
FROM #Results r
WHERE r.groupId = d.groupId
AND (r.startDate = g.endDate OR r.endDate = g.startDate)
)
AND NOT EXISTS (
SELECT *
FROM #Data dsup
WHERE dsup.groupId = d.groupId
AND dsup.versionId > d.versionId
AND dsup.startDate <= d.startDate
AND dsup.endDate >= d.endDate
)
GROUP BY
d.groupId
,g.gapId
) mg
ON mg.groupId = g.groupId
AND mg.gapId = g.gapId
AND mg.versionId = d.versionId
END
SELECT *
FROM #Results
WHERE versionId <> #placeholderId
order by groupId, startDate
A set-based solution would be much more useful, but I've struggled to find one. Any ideas?

Answer 1

-- create a dates table
create table dates (thedate date primary key clustered);
;with dates(thedate) as (
select dateadd(yy,years.number,0)+days.number
from master..spt_values years
join master..spt_values days
on days.type='p' and days.number < datepart(dy,dateadd(yy,years.number+1,0)-1)
where years.type='p' and years.number between 100 and 150
-- note: 100-150 creates dates in the year range 2000-2050
-- adjust as required
)
insert dbo.dates select * from dates;
-- for each date, determine the prevailing version
select t.groupId, d.thedate, max(t.versionId) versionId
into #tmp1
from dates d
join #Data t on t.startDate <= d.thedate and d.thedate <= t.endDate
group by t.groupId, d.thedate;
-- create index to help
create clustered index cix_tmp1 on #tmp1(groupId, thedate, versionId);
-- find the start dates
;with t as (
select a.*, rn=row_number() over (partition by a.groupId order by a.thedate)
from #tmp1 a
left join #tmp1 b on b.thedate = dateadd(d,-1,a.thedate) and a.groupId = b.groupId and a.versionId = b.versionId
where b.versionId is null
)
select c.groupId, c.thedate startdate, dateadd(d,-1,d.thedate) enddate, c.versionId
from t c
left join t d on d.rn=c.rn+1 and c.groupId = d.groupId
order by groupId, startdate;
Of course, you can do everything in "one query" but do it at your peril, as the performance goes down the drain, big time.
DO NOT USE - for academic interest only-
;with dates(thedate) as (
select dateadd(yy,years.number,0)+days.number
from master..spt_values years
join master..spt_values days
on days.type='p' and days.number < datepart(dy,dateadd(yy,years.number+1,0)-1)
where years.type='p' and years.number between 100 and 150
-- note: 100-150 creates dates in the year range 2000-2050
-- adjust as required
), tmp1 as (
select t.groupId, d.thedate, max(t.versionId) versionId
from dates d
join #Data t on t.startDate <= d.thedate and d.thedate <= t.endDate
group by t.groupId, d.thedate
), t as (
select a.*, rn=row_number() over (partition by a.groupId order by a.thedate)
from tmp1 a
left join tmp1 b on b.thedate = dateadd(d,-1,a.thedate) and a.groupId = b.groupId and a.versionId = b.versionId
where b.versionId is null
)
select c.groupId, c.thedate startdate, dateadd(d,-1,d.thedate) enddate, c.versionId
from t c
left join t d on d.rn=c.rn+1 and c.groupId = d.groupId
order by groupId, startdate;

Answer 2

Updated due to some feedback from the comments. I'm not going to worry about the end cases that a few people have pointed out since they've been proven trivial to solve in other Answers, but I wanted to go ahead and get a working version out that didn't require DDL... I figure it's just good to have options. :-)
This code should work:
select nesty.groupId, nesty.startDate, nesty.segment_end_date, Max(bob.versionId)
from(
select starter.groupId, starter.startDate,
coalesce(DATEADD(DAY,-1,ender.startDate),('2012-12-31')) AS segment_end_date
from
(select groupId, startDate, ROW_NUMBER() over (partition by groupID order by startDate) as rownumber from
(select groupID, startDate from #Data union select groupID, DATEADD(DAY, 1,endDate) as startDate from #Data) xx) starter
left outer join
(select groupId, startDate, ROW_NUMBER() over (partition by groupID order by startDate) as rownumber from
(select groupID, startDate from #Data union select groupID, DATEADD(DAY, 1,endDate) as startDate from #Data) xy) ender on
starter.groupId = ender.groupId and
starter.rownumber = ender.rownumber - 1
where
starter.startDate<= coalesce(DATEADD(DAY,-1,ender.startDate),('2012-12-31'))
) nesty
left outer join #Data bob on
bob.groupId = nesty.groupId and
nesty.segment_end_date between bob.startDate and bob.endDate
group by nesty.groupId, nesty.startDate, nesty.segment_end_date
order by nesty.groupId, nesty.startDate
There are a couple of tiny caveats I had to do to get it into a single SQL statement. First, the max end date is not dynamic; I hard coded '2012-12-31'. You can replace it with a MAX(endDate), but you can't put that in the GROUP BY statement. If you can do this in a procedure, you can do:
select into #max_end_date MAX(endDate) from #Data
and replace '2012-12-31' with #max_end_date.
Second, I do not guarantee that two adjacent segments won't have the same value! This may or may not be important to you... that is, if you had the following:
Interval 1: 111111
Interval 2: 22222222222222
Your output would be:
Interval 1: 2222
Interval 2: 2222222222
Still, I think it's worth hitting it in a simple and efficient SQL query. It may not be hard to fix those caveats, but it didn't matter to what I was working on, so I haven't bothered yet.

Answer 3

If the end dates are important, as well as gaps, here's a way you can do it. This solution could also be adapted to work if your versions are datetimes instead of just dates.
First a bunch of functions
One to get the version at a given date
Create Function dbo.VersionAtDate(#GroupID int, #Date datetime) Returns int as
Begin
Declare #Ret int = Null
Select
#Ret = Max(VersionID)
From
VersionedIntervals iv
Where
iv.GroupID = #GroupID And
iv.StartDate <= #Date And
iv.EndDate + 1 > #Date -- if dates were half open intervals this would just be iv.EndDate > #Date
Return #Ret
End
Next to get the midpoint of two datetimes (minute resolution):
Create Function dbo.Midpoint(#Start datetime, #End datetime) Returns datetime as
Begin
Return DateAdd(Minute, DateDiff(Minute, #Start, #End) / 2, #Start)
End
Version at a midpoint:
Create Function dbo.VersionAtMidpoint(#GroupID int, #Start datetime, #End datetime) returns int as
Begin
Return dbo.VersionAtDate(#GroupID, dbo.Midpoint(#Start, #End))
End;
Finally a table valued function to help with the fact that some points are the start of one range and the end of another, and it helps to get two rows from one input for this:
-- returns two rows if a point is the end of one interval and the
-- start of another
Create Function dbo.EndPoints(#GroupID int, #RN bigint, #Start datetime, #End datetime, #Next datetime, #Version int)
Returns #EndPoints Table (
GroupID int,
RN bigint,
Version int,
StartDate datetime,
EndDate datetime
) As
Begin
Declare #NextVersion int, #VersionAtMidpoint int
Set #NextVersion = dbo.VersionAtDate(#GroupID, #Next)
If #NextVersion = #Version
-- interval carries on
Insert Into #EndPoints Select #GroupID, #RN, #Version, #Start, #Next
Else
Begin
-- interval has ended
Set #VersionAtMidpoint = dbo.VersionAtMidPoint(#GroupID, #End, #Next)
If #VersionAtMidpoint != #Version
-- we have something like this, start a run of 3s (run of 4s is already ended by previous call)
-- 3333333
-- 44
Insert Into #EndPoints Select #GroupID, #RN, #VersionAtMidpoint, #End, #Next
Else
Begin
-- We have something like this, end the run of 3s and start the run of fours
-- 33333
-- 444
Insert Into #EndPoints Select #GroupID, -1, #Version, #Start, #Next
Insert Into #EndPoints Select #GroupID, #RN, #NextVersion, #Next, #Next
End
End
Return
End
With all this machinery in place, finally a recursive CTE plust table variable, you'll need to set maxrecursion appropriately:
Declare #Bounds Table (GroupID int, RN bigint, BoundDate datetime, Primary Key (GroupID, RN))
Insert Into
#Bounds
Select
GroupID,
Row_Number() Over (Partition By GroupID Order By BoundDate),
BoundDate
From (
Select
GroupID,
StartDate As BoundDate
From
dbo.VersionedIntervals
Union
Select
GroupID,
EndDate
From
dbo.VersionedIntervals
) a
;With VersionedBounds (GroupID, RN, StartDate, EndDate, Version) as (
Select
GroupID,
RN,
BoundDate,
BoundDate,
dbo.VersionAtDate(GroupID, BoundDate)
From
#Bounds
Where
RN = 1
Union All
Select
e.GroupID,
e.RN,
e.StartDate,
e.EndDate,
e.Version
From
#Bounds b
Inner Join
VersionedBounds v
On v.GroupID = b.GroupID And b.RN = v.RN + 1
Cross Apply
dbo.EndPoints(v.GroupID, b.RN, v.StartDate, v.EndDate, b.BoundDate, v.Version) e
)
Select
GroupID,
StartDate,
Max(EndDate) As EndDate,
Max(Version) As Version
From
VersionedBounds
Group By
GroupID,
StartDate
Order By
GroupID,
StartDate
http://sqlfiddle.com/#!6/b95bd/2