I am facing a rather interesting problem. I have a table with the following structure:
CREATE TABLE [dbo].[Event]
(
Id int IDENTITY(1,1开发者_开发问答) NOT NULL,
ApplicationId nvarchar(32) NOT NULL,
Name nvarchar(128) NOT NULL,
Description nvarchar(256) NULL,
Date nvarchar(16) NOT NULL,
Time nvarchar(16) NOT NULL,
EventType nvarchar(16) NOT NULL,
CONSTRAINT Event_PK PRIMARY KEY CLUSTERED ( Id ) WITH (
PAD_INDEX = OFF,
STATISTICS_NORECOMPUTE = OFF,
IGNORE_DUP_KEY = OFF,
ALLOW_ROW_LOCKS = ON,
ALLOW_PAGE_LOCKS = ON
)
)
So the issue is that I have to display this data in a grid. There are two requirements. The first one is to display all events regardless of what application threw them. This is simple - a select statement will do the job very easily.
The second requirement is to be able to group events by Application
. In other words display all events in a way that if the ApplicationId
is repeated more than once, grab only the last entry for every application. The primary key of the Event (Id) at this point is no longer needed in this query/view.
You may also notice that the Event Date and Time are in string format. This is ok because they follow the standard date time formats: mm/dd/yyyy and hh:mm:ss. I can pull those as follows:
Convert( DateTime, (Date + ' ' + Time)) AS 'TimeStamp'
My issue is that if I use AGGREGATE functions on the rest of the columns I don't know how would they behave:
SELECT
ApplicationId,
MAX(Name),
MAX(Description),
MAX( CONVERT(DateTime, (Date + ' ' + Time))) AS 'TimeStamp',
MAX( EventType )
FROM
Event
GROUP BY
ApplicationId
The reason I am hesitant to do so is because a function such as MAX
will return the largest value for a given column from a (sub)set of records. It does not necessary pull the last record!
Any ideas on how to select only the last record on a per application basis?
You can use a ranking function and a common table expression.
WITH e AS
(
SELECT *,
ROW_NUMBER() OVER
(
PARTITION BY ApplicationId
ORDER BY CONVERT(datetime, [Date], 101) DESC, [Time] DESC
) AS Recency
FROM [Event]
)
SELECT *
FROM e
WHERE Recency = 1
Since SQL Server 2012 you can simply
SELECT
[Month]
, [First] = FIRST_VALUE(SUM([Clicks])) OVER (ORDER BY [Month])
, [Last] = FIRST_VALUE(SUM([Clicks])) OVER (ORDER BY [Month] DESC)
FROM
[dbo].[Table]
GROUP BY [Month]
ORDER BY [Month]
You can use a sub query with group by - the group by argument does not need to be in the select. This assumes Id is a auto incremented so that the largest one is the most recent.
SELECT
ApplicationId,
Name,
Description,
CONVERT(DateTime, (Date + ' ' + Time)) AS 'TimeStamp',
EventType
FROM
Event e
WHERE
Id in (select max(Id) from Event GROUP BY ApplicationId)
SELECT
E.ApplicationId,
E.Name,
E.Description,
CONVERT(DateTime, (E.Date + ' ' + E.Time)) AS 'TimeStamp',
E.EventType
FROM
Event E
JOIN (SELECT ApplicationId,
MAX(CONVERT(DateTime, (Date + ' ' + Time))) AS max_date
FROM Event
GROUP BY ApplicationId) EM
on EM.ApplicationId = E.ApplicationId
and EM.max_date = CONVERT(DateTime, (E.Date + ' ' + E.Time)))
You can use a subqery or CTE table to do this:
;WITH CTE_LatestEvents as (
SELECT
ApplicationId,
MAX( CONVERT(DateTime, (Date + ' ' + Time))) AS 'LatestTimeStamp',
FROM
Event
GROUP BY
ApplicationId
)
SELECT
ApplicationId,
Name,
Description,
CONVERT(DateTime, (Date + ' ' + Time))) AS 'TimeStamp',
EventType
FROM
Event e
Join CTE_LatestEvents le
on e.applicationid = le.applicationid
and CONVERT(DateTime, (e.Date + ' ' + e.Time))) = le.LatestTimeStamp
Because you don't have a where clause in there, the subset of records, is all the records. But you are putting max on the wrong column(s) I think. This query will give you what you're looking for.
Select max(applicationid), name, description, CONVERT(DateTime, (Date + ' ' + Time))
from event
group by name, description, CONVERT(DateTime, (Date + ' ' + Time))
I think it will work for many out there willing to fetch the last inserted record and it should be group by:
select * from (select * from TableName ORDER BY id DESC) AS x GROUP BY FieldName
It will work for the following:
Table Structure ID Name Status 1 Junaid Yes 2 Jawad No 3 Fahad Yes 4 Junaid No 5 Kashif Yes
Results After Query Above ID Name Status 4 Junaid No 2 Jawad No 3 Fahad Yes 4 Kashif Yes
It is simply resulting the last record of group by names.
After 6 years another answer for SQL Server:
select t1.[Id], t2.[Value]
from [dbo].[Table] t1
outer apply (
select top 1 [Value]
from [dbo].[Table] t2
where t2.[Month]=t1.[Month]
order by [dbo].[Date] desc
)
Although I like Postgresql solution much better with its distinct on feature which is nicer to type and much more efficient:
select distinct on (id),val
from tbl
order by id,val
At first I used to use CTE with row_number, but one example in SQL server certification course showed me better example (judging by getting consistently better execution plans):
SELECT
ApplicationId,
Name,
Description,
CONVERT(DateTime, (Date + ' ' + Time)) AS 'TimeStamp',
EventType
FROM
Event AS E
WHERE
NOT EXISTS(SELECT * FROM Event AS Newer WHERE Newer.ApplicationId = E.ApplicationId AND Newer.Id > E.Id)
GROUP BY
ApplicationId
I'm assuming that larger Id implies larger Date+Time (otherwise I would use convert to datetime, which is not SARGable though). This query will find youngest record - for which younger record doesn't exist. If indexes are set right, this will use index seeks. The alternative with ranking function generally uses table scan, since it ranks all records.
I had the same issue. Now, I didn't want to overly complicate things with CTEs and "OVER". Here's a simple example. I wrote a sub-query with a group by MAX(DateEntered). You can possibly want to do by ID if it's int, for instance, that'd be more accurate than Date/Time. In any case, once you have this sub-query, you just inner-join that to your main query to act as a filter for the records. It's that simple.
Table a is my users table. Table b is the sub-query and table c is the table I want "filtered".
SELECT DISTINCT a.FirstName,a.LastName,a.ImagePath, c.MessageText
FROM [AuthUsers] a
INNER JOIN (SELECT MessageFromId,MAX(DateEntered) AS LastEntered FROM ChatRoomConversation GROUP BY MessageFrom) AS b
ON a.Id=b.MessageFromId
INNER JOIN ChatRoomConversation c
ON b.LastEntered=c.DateEntered
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