How do I utilize Row_Number() (partitioning) for my datapool correctly
we have following table (output is al开发者_开发技巧ready ordered and separated for understanding):
| PK | FK1 | FK2 | ActionCode | CreationTS | SomeAttributeValue |
+----+-----+-----+--------------+---------------------+--------------------+
| 6 | 100 | 500 | Create | 2011-01-02 00:00:00 | H |
----------------------------------------------------------------------------
| 3 | 100 | 500 | Change | 2011-01-01 02:00:00 | Z |
| 2 | 100 | 500 | Change | 2011-01-01 01:00:00 | X |
| 1 | 100 | 500 | Create | 2011-01-01 00:00:00 | Y |
----------------------------------------------------------------------------
| 4 | 100 | 510 | Create | 2011-01-01 00:30:00 | T |
----------------------------------------------------------------------------
| 5 | 100 | 520 | CreateSystem | 2011-01-01 00:30:00 | A |
----------------------------------------------------------------------------
what is ActionCode
? we use this in c#
and there it represents an enum-value
what do i want to achieve?
well, i need the following output:
| FK1 | FK2 | ActionCode | SomeAttributeValue |
+-----+-----+--------------+--------------------+
| 100 | 500 | Create | H |
| 100 | 500 | Create | Z |
| 100 | 510 | Create | T |
| 100 | 520 | CreateSystem | A |
-------------------------------------------------
well, what is the actual logic?
we have some logical groups for composite-key (FK1 + FK2). each of these groups can be broken into partitions, which begin with Create
or CreateSystem
. each partition ends with Create
, CreateSystem
or Change
. The actual value of SomeAttributeValue
for each partition should be the value from the last line of the partition.
it is not possible to have following datapool:
| PK | FK1 | FK2 | ActionCode | CreationTS | SomeAttributeValue |
+----+-----+-----+--------------+---------------------+--------------------+
| 7 | 100 | 500 | Change | 2011-01-02 02:00:00 | Z |
| 6 | 100 | 500 | Create | 2011-01-02 00:00:00 | H |
| 2 | 100 | 500 | Change | 2011-01-01 01:00:00 | X |
| 1 | 100 | 500 | Create | 2011-01-01 00:00:00 | Y |
----------------------------------------------------------------------------
and then expect PK 7 to affect PK 2 or PK 6 to affect PK 1.
i don't even know how/where to start ... how can i achieve this? we are running on mssql 2005+
EDIT:
there's a dump available:- instanceId: my PK
- tenantId: FK 1
- campaignId: FK 2
- callId: FK 3
- refillCounter: FK 4
- ticketType: ActionCode (1 & 4 & 6 are
Create
, 5 isChange
, 3 must be ignored) - ticketType, profileId, contactPersonId, ownerId, handlingStartTime, handlingEndTime, memo, callWasPreselected, creatorId, creationTS, changerId, changeTS should be taken from the
Create
(first line in partition in groups) - callingState, reasonId, followUpDate, callingAttempts and callingAttemptsConsecutivelyNotReached should be taken from the last
Create
(which then would be a "one-line-partition-in-group" / the same as the upper one) orChange
(last line in partition in groups)
I'm assuming that each partition can only contain a single Create or CreateSystem, otherwise your requirements are ill-defined. The following is untested, since I don't have a sample table, nor sample data in an easily consumed format:
;With Partitions as (
Select
t1.FK1,
t1.FK2,
t1.CreationTS as StartTS,
t2.CreationTS as EndTS
From
Table t1
left join
Table t2
on
t1.FK1 = t2.FK1 and
t1.FK2 = t2.FK2 and
t1.CreationTS < t2.CreationTS and
t2.ActionCode in ('Create','CreateSystem')
left join
Table t3
on
t1.FK1 = t3.FK1 and
t1.FK2 = t3.FK2 and
t1.CreationTS < t3.CreationTS and
t3.CreationTS < t2.CreationTS and
t3.ActionCode in ('Create','CreateSystem')
where
t1.ActionCode in ('Create','CreateSystem') and
t3.FK1 is null
), PartitionRows as (
SELECT
t1.FK1,
t1.FK2,
t1.ActionCode,
t2.SomeAttributeValue,
ROW_NUMBER() OVER (PARTITION_FRAGMENT_ID BY t1.FK1,T1.FK2,t1.StartTS ORDER BY t2.CreationTS desc) as rn
from
Partitions t1
inner join
Table t2
on
t1.FK1 = t2.FK1 and
t1.FK2 = t2.FK2 and
t1.StartTS <= t2.CreationTS and
(t2.CreationTS < t1.EndTS or t1.EndTS is null)
)
select * from PartitionRows where rn = 1
(Please note than I'm using all kinds of reserved names here)
The basic logic is: The Partitions CTE is used to define each partition in terms of the FK1, FK2, an inclusive start timestamp, and exclusive end timestamp. It does this by a triple join to the base table. the rows from t2
are selected to occur after the rows from t1
, then the rows from t3
are selected to occur between the matching rows from t1
and t2
. Then, in the WHERE clause, we exclude any rows from the result set where a match occurred from t3
- the result being that the row from t1
and the row from t2
represent the start of two adjacent partitions.
The second CTE then retrieves all rows from Table
for each partition, but assigning a ROW_NUMBER()
score within each partition, based on the CreationTS
, sorted descending, with the result that ROW_NUMBER()
1 within each partition is the last row to occur.
Finally, within the select, we choose those rows that occur last within their respective partitions.
This does all assume that CreationTS
values are distinct within each partition. I may be able to re-work it using PK also, if that assumption doesn't hold up.
It is solvable with a recursive CTE. Here (assuming rows within partitions are ordered by CreationTS
):
WITH partitioned AS (
SELECT
*,
rn = ROW_NUMBER() OVER (PARTITION BY FK1, FK2 ORDER BY CreationTS)
FROM data
),
subgroups AS (
SELECT
PK, FK1, FK2, ActionCode, CreationTS, SomeAttributeValue, rn,
Subgroup = 1,
Subrank = 1
FROM partitioned
WHERE rn = 1
UNION ALL
SELECT
p.PK, p.FK1, p.FK2, p.ActionCode, p.CreationTS, p.SomeAttributeValue, p.rn,
Subgroup = s.Subgroup + CASE p.ActionCode WHEN 'Change' THEN 0 ELSE 1 END,
Subrank = CASE p.ActionCode WHEN 'Change' THEN s.Subrank ELSE 0 END + 1
FROM partitioned p
INNER JOIN subgroups s ON p.FK1 = s.FK1 AND p.FK2 = s.FK2
AND p.rn = s.rn + 1
),
finalranks AS (
SELECT
PK, FK1, FK2, ActionCode, CreationTS, SomeAttributeValue, rn,
Subgroup, Subrank,
rank = ROW_NUMBER() OVER (PARTITION BY FK1, FK2, Subgroup ORDER BY Subrank DESC)
/* or: rank = MAX(Subrank) OVER (PARTITION BY FK1, FK2, Subgroup) - Subrank + 1 */
FROM subgroups
)
SELECT PK, FK1, FK2, ActionCode, CreationTS, SomeAttributeValue
FROM finalranks
WHERE rank = 1
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