Clustering For Anomaly Detection
Mar 14, 2008
Hi,
I have been trying to use the Clustering algorithm for Anomaly Detection, but it has been quite difficult to get correct results for PredictCaseLikelihood.
Using a very large number of clusters helped, but there are other problems.
The algorithm does not take into account all the columns in my nested table, but only uses Exists/Not Exists for the nested table key column. In my case the nested table contains also a column with a count of key attribute.
I am about to abandon the Sql Data Mining.
Does anyone have more insights into tuning the Clustering algorithm for anomaly detection?
Thanks
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Jan 20, 2008
Hi,
I'm would like know if the analysis service data mining enables to detect anomalies from "normal" behavior/patterns of data (1), and alert about such anomalies when detected (2). both above sql server relational DB (3).
Thanks,
Eyal
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Dec 7, 2004
On my SP3 db_name(0) and db_name(1) are returning the same thing. Can anybody else try this? Beta of Yukon is doing the same thing...But the following code returns 1: select db_id(db_name(0))
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Dec 26, 2014
why these two SQL codes return same result 0?
select CASE WHEN NULL IN ('123') THEN 1 ELSE 0 END AS Test
select CASE WHEN NOT NULL IN ('123') THEN 1 ELSE 0 END AS Test
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Nov 13, 2007
We have 2 env. : Testing and Production, both are running Windows 2003 Enterprise Server with SQL Server 2005. The difference is Testing is NOT running Windows cluster but Production do so, what is the best way to transfer a database from testing to production?
We have another systems that both testing and production are running on NON-cluster and we use backup/restore to transfer the database, can it apply in this case.
And I found that there are a tools called DTC, which can transfer all DB objects from one DB to another, is it a best way to transfer between non-cluster and cluster env.?
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Dec 8, 2004
Run the following: declare @s1 varchar(10), @s2 varchar(10) declare @t table( recordid int identity(1,1)not null,field char(1)not null) insert @t (field) select 'a' union select 'b'select @s1 = '', @s2 = ''select @s1 = @s1 + field +',' from @t order by 1select @s2 = @s2 + field +','from @t order by recordidselect[Weird]=substring(@s1, 1,(datalength(@s1)-1)),[Not]=substring(@s2, 1,(datalength(@s2)-1))
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Jul 20, 2005
Hi allIn a new installation, if the data directory is stipulated as d:data, itinstalls alldata in d:dataMSSQLdata.I need to place the data in d:mssql7data to incorporate backsup from olddata backuspAny ideas ?CheersRay
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Jul 20, 2005
At my current workplace, whenever I check table sizes using the'reserved' column from sysindexes, or sp_spaceused, I get a total forall user tables which exceeds the physical size of the database.Running sp_spaceused with no parameteres, I get a NEGATIVE value forunallocated space in the database, but only see this if I return theresults in GRID format in QA (text format gives less output):DatabaseName DatabaseSize Unallocated Spacexxxxx_xxxxx11502.38 MB-4874.80 MBReserved Data index_size unused16602800 KB7013752 KB2381904 KB7207144 KBIf I re-run sp_spaceused with the @updateusage='TRUE' option, thisoutput gets corrected to:DatabaseName DatabaseSize Unallocated Spacexxxxx_xxxxx11502.38 MB2773.76 MBReserved Data index_size unused8770680 KB6928168 KB1808096 KB34416 KBwhich shows a substantial difference in the Reserved/Data/Index/Unusedsizes.This happens every day - any ideas about:1) Why this might be happening on such a large scale, and2) Is it conceivable that these discrepancies in space allocationinformation could be causing performance problems? I can imagine thatif the database is trying to locate free pages on extents yet itsinternal view of these doesn't match reality then this could impededata insertion.Offers anybody?
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Jun 4, 2007
I've sure I have a problem that hasn't been addressed on the forum exactly. I have a SQL 2000 database that the SSIS designer sees, meaning it is a member of the 'Server Explorer' group. I am trying to update my SQL 2005 database based on values from a SQL 2000 database table using an OLE DB Command data flow transformation. I use a SELECT query in the OLE DB Source control to get the required columns. I use an UPDATE statement to identify where to place the columns retrieved from the source. I get an error that tells me that the update statement fails because it can't identify the SQL 2000 database I am trying to use. The highlighted part of the error is something I haven't seen in the similar posts I've read. And, it's ironic because the server is actually 'linked'.
Error 1
Validation error. Import Moving Averages and Open Interest Data: OLE DB Command [3411]: An OLE DB error has occurred. Error code: 0x80040E14. An OLE DB record is available. Source: "Microsoft SQL Native Client" Hresult: 0x80040E14 Description: "Statement(s) could not be prepared.". An OLE DB record is available. Source: "Microsoft SQL Native Client" Hresult: 0x80040E14 Description: "Could not find server 'SIR-Research' in sysservers. Execute sp_addlinkedserver to add the server to sysservers.". Prices_MA_OI.dtsx 0 0
Here is the SELECT statement:
SELECT
Equity_Moving_Averages.m_d_y,
Equity_Moving_Averages.Ticker_symbol,
Equity_Moving_Averages.MA_10, Equity_Moving_Averages.MA_20, Equity_Moving_Averages.MA_30, Equity_Moving_Averages.MA_40,
Equity_Moving_Averages.MA_50, Equity_Moving_Averages.MA_80, Equity_Moving_Averages.MA_100, Equity_Moving_Averages.MA_160,
Equity_Moving_Averages.MA_200, OI_Data.OI_Call, OI_Data.OI_Call_Pricewgt, OI_Data.OI_Put, OI_Data.OI_Put_Pricewgt, OI_Data.PCRatio,
OI_Data.pcratio_pricewgt, OI_Data.PctRank365, OI_Data.PC_Diff
FROM Equity_Moving_Averages INNER JOIN
OI_Data ON Equity_Moving_Averages.m_d_y = OI_Data.m_d_y AND Equity_Moving_Averages.Ticker_symbol = OI_Data.Ticker_Symbol
--
Here is the UPDATE statement:
UPDATE [dbo].[Equity_Price_DIM]
SET [10day_moving_average] = [SIR-Research].internet.dbo.Equity_Moving_Averages.MA_10
, [100day_moving_average] = [SIR-Research].internet.dbo.Equity_Moving_Averages.MA_100
, [160day_moving_average] = [SIR-Research].internet.dbo.Equity_Moving_Averages.MA_160
, [20day_moving_average] = [SIR-Research].internet.dbo.Equity_Moving_Averages.MA_20
, [200day_moving_average] = [SIR-Research].internet.dbo.Equity_Moving_Averages.MA_200
, [30day_moving_average] = [SIR-Research].internet.dbo.Equity_Moving_Averages.MA_30
, [40day_moving_average] = [SIR-Research].internet.dbo.Equity_Moving_Averages.MA_40
, [50day_moving_average] = [SIR-Research].internet.dbo.Equity_Moving_Averages.MA_50
, [80day_moving_average] = [SIR-Research].internet.dbo.Equity_Moving_Averages.MA_80
, open_interest_call = [SIR-Research].internet.dbo.OI_Data.OI_Call
, oi_call_priceweight = [SIR-Research].internet.dbo.OI_Data.OI_Call_Pricewgt
, open_interest_put = [SIR-Research].internet.dbo.OI_Data.OI_Put
, oi_put_priceweight = [SIR-Research].internet.dbo.OI_Data.OI_Put_Pricewgt
, oi_put_call_difference = [SIR-Research].internet.dbo.OI_Data.PC_Diff
, oi_put_call_ratio = [SIR-Research].internet.dbo.OI_Data.PCRatio
, oi_pcratio_priceweight = [SIR-Research].internet.dbo.OI_Data.pcratio_pricewgt
, oi_percent_rank365 = [SIR-Research].internet.dbo.OI_Data.PctRank365
FROM [dbo].[Equity_Price_DIM] INNER JOIN [SIR-Research].internet.dbo.Equity_Moving_Averages
ON [dbo].[Equity_Price_DIM].prices_market_date = [SIR-Research].internet.dbo.Equity_Moving_Averages.m_d_y
AND [dbo].[Equity_Price_DIM].prices_ticker_symbol = [SIR-Research].internet.dbo.Equity_Moving_Averages.Ticker_symbol
LEFT OUTER JOIN [SIR-Research].internet.dbo.OI_Data
ON [dbo].[Equity_Price_DIM].prices_market_date = [SIR-Research].internet.dbo.OI_Data.m_d_y
AND [dbo].[Equity_Price_DIM].prices_ticker_symbol = [SIR-Research].internet.dbo.OI_Data.Ticker_Symbol
--
Any help will be greatly appreciated.
Dave W.
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Apr 3, 2008
I am doing monthly reporting for whole months, all starting on the 1st of each month and finishing on the last day of the month
I use dateAdd to calculate the end of the month - so I add 1 month and subtract 1 second (start time is always 00:00:00).
--dFrom is Jan 01 2008 00:00:00
select @dTo=dateadd(ss,-1,dateadd(mm,1, @dFrom))
when I print dTo it is not Jan 31 2008 23:59:59 but Feb 01 2008.
Why is this?
Only starts to behave when I set the number of seconds I am adding from -1 to -31.
Time of date is unimportant: as storing all dates as midday (any data type which ONLY supports date? not interested in the time really).
Subtracting one minute from midnight works fine, but that said: I am curious to understand why I am getting the funny behaviour above.
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Mar 31, 2008
Hi. I'm very new to SQL Server and would greatly appreciate any advice with regard to my two questions below.
I've recently been given responsibility for a pair of clustered Windows 2003 servers running SQL Server 2005. Looking through SQL Server Management Studio, I found the following three maintenance plans:
- System Maintenance Plan (all system databases)
- Plan 1 (1 database)
- Plan 2 (4 databases).
All three maintenace plans had the following elements configured, in the following order:
- Check Database Integrity
- Backup Database (Full)
- Shrink Database
- Update statistics
- Clean Up History
with the exception that Plan 1 doesn't have a 'Shrink Database' task (because, I'm told, its data is pretty static), but none had a Maintenance Cleanup Task, so I added one to each plan specifying 14 days of old backups to be kept in all cases except Plan 1, where I limited it to 2 days, the database being over 7 GB in size. All links between tasks in all plans are AND constraints, value 'Completion'. All .BAKs are written to tape by Symantec Backup Exec as part of the daily backup.
Two questions from this:
1. Since .BAKs are written to separate folders for each database, do I need, for example, four Maintenance Cleanup Tasks for the Plans covering four databases - one for each folder/database? I can't see a way of specifying that a Maintenance Cleanup Task should apply to multiple databases or search subfolders based on database name, so I assume I need four consecutive Maintenance Cleanup Tasks within a single plan? Is this the way to do it?
2.The data displayed when I right-click a maintenance plan and choose View History shows:
date and time run
plan name
task name
duration
log type
log source
Since I added a Maintenance Cleanup Task to each plan, the only task shown in the Task Name column is Cleanup History (set to 'Older than 7 days'), and the duration is 00:00:00, where previously all tasks were shown and the overall duration was over a minute.
However, the .BAK files are being created (size looks OK), the application log contains entries suggesting the backups and other tasks completed successfully, and if I expand the SQL Server Logs node and view the current file I can see entries which give the same 'success' messages (presumably this log is the source of the 'success' messages in the application log?).
Why does there appear to be an anomaly between the 'View History' display and the SQL Server Log and application log? Should I be worried, or is what I can see in the SQL Server Logs and application log sufficient grounds for a good night's sleep?
Thanks,
Ed
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Aug 30, 2005
To set up the problem, paste this into QA:if exists (select * from dbo.sysobjects where id =object_id(N'[dbo].[WorkOTRate]') and OBJECTPROPERTY(id, N'IsUserTable')= 1)drop table [dbo].[WorkOTRate]GOCREATE TABLE [dbo].[WorkOTRate] ([TimeFrom] [smalldatetime] NOT NULL ,[TimeTo] [smalldatetime] NOT NULL ,[RateMultiplier] [float] NOT NULL) ON [PRIMARY]GOINSERT INTO dbo.WorkOTRate (TimeFrom, TimeTo, RateMultiplier)VALUES ('18:00:00', '23:59:59', 1.2)SELECT TimeFrom, TimeTo, RateMultiplier FROM dbo.WorkOTRateThis gives the following result:1900-01-01 18:00:001900-01-02 00:00:001.2So, it's storing the time 23:59:59 as midnight. That's odd.(NOTE: If you rescript the table using datetime instead ofsmalldatetime types, the data are stored correctly.)It gets worse (or better, if you like perversity).If I go to Enterprise Manager, right-click on WorkOTRate and select"Open Table" -> "Return All Rows" I get:01/01/1900 18:00:0002/01/19001.2So, I bite the bullet and change the two column types to datetime,clear out the old data and run the INSERT again. The data looks betternow.Go back to the view in EM.If I put the cursor in a new row, and type into the TimeFrom column18:30:00 and the TimeTo column 19:30:00 and the RateMultiplier column1.3, and refresh the data by pressing the red shriek !, I get this:01/01/1900 18:00:0001/01/1900 23:59:591.218:30:0019:30:001.3If I re-run the SELECT from the QA, I get this:1900-01-01 18:00:00.0001900-01-01 23:59:59.0001.21899-12-30 18:30:00.0001899-12-30 19:30:00.0001.3Is it just me, or does this seem to be remarkably inconsistent?Edward
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Mar 31, 2008
Hi. I'm very new to SQL Server and would greatly appreciate any advice with regard to my two questions below.
I've recently been given responsibility for a pair of clustered Windows 2003 servers running SQL Server 2005. Looking through SQL Server Management Studio, I found the following three maintenance plans:
- System Maintenance Plan (all system databases)
- Plan 1 (1 database)
- Plan 2 (4 databases).
All three maintenace plans had the following elements configured, in the following order:
- Check Database Integrity
- Backup Database (Full)
- Shrink Database
- Update statistics
- Clean Up History
with the exception that Plan 1 doesn't have a 'Shrink Database' task (because, I'm told, its data is pretty static), but none had a Maintenance Cleanup Task, so I added one to each plan specifying 14 days of old backups to be kept in all cases except Plan 1, where I limited it to 2 days, the database being over 7 GB in size. All links between tasks in all plans are AND constraints, value 'Completion'. All .BAKs are written to tape by Symantec Backup Exec as part of the daily backup.
Two questions from this:
1. Since .BAKs are written to separate folders for each database, do I need, for example, four Maintenance Cleanup Tasks for the Plans covering four databases - one for each folder/database? I can't see a way of specifying that a Maintenance Cleanup Task should apply to multiple databases or search subfolders based on database name, so I assume I need four consecutive Maintenance Cleanup Tasks within a single plan? Is this the way to do it?
2.The data displayed when I right-click a maintenance plan and choose View History shows:
date and time run
plan name
task name
duration
log type
log source
Since I added a Maintenance Cleanup Task to each plan, the only task shown in the Task Name column is Cleanup History (set to 'Older than 7 days'), and the duration is 00:00:00, where previously all tasks were shown and the overall duration was over a minute.
However, the .BAK files are being created (size looks OK), the application log contains entries suggesting the backups and other tasks completed successfully, and if I expand the SQL Server Logs node and view the current file I can see entries which give the same 'success' messages (presumably this log is the source of the 'success' messages in the application log?).
Why does there appear to be an anomaly between the 'View History' display and the SQL Server Log and application log? Should I be worried, or is what I can see in the SQL Server Logs and application log sufficient grounds for a good night's sleep?
Thanks,
Ed
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Dec 21, 2003
how do they provide the dialog box in the start kits, the one with the combo boxes of available servers, and a test connection button?
You can add custom forms in visual studio setup wizard project, but I haven't been able to figure it out yet - what do they use in the starter kits?
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Feb 17, 2008
hi;
What is conflict detection in sqldatasource control?
Thanks,mohsen
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Sep 14, 2000
Anyone working with databases with this option turned on? How does it affect performance?
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Jan 7, 2005
Hi, We recently had one of our drives (RAID5) replaced because of failure. This has resulted in a torn page being detected on one of our smaller SQL 2000 databases. We have one or two larger SQL databases (30-70GB) on the same drive amongst several others and are now concerned that we may have a problem with these databases also. (The original torn page only came to light when a query was run on one of the tables). Is there anyway I can run a procedure on each of the databases to find out if we have any problems with torn pages? I obviously don't want to restore the databases as this will take a substantial amount of time that we just don't have at the moment. Any ideas that could put our minds at rest would be much appreciated.
Many thanks.
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May 22, 2007
I want to switch this setting off on all db's - that's easy.
But I presume that means the problem could occur without me knowing for weeks (maybe due to a defective disk driver). So is there a way I can schedule a maintainance task that will check for this problem out of hours? (Maybe by switching the DB option on for a while and then back off? If you switch the option on, does it check the whole database? Or does it just do checks during the actual update?) Hopefully there is a better way than that to do it...
Also, am I right in saying that CHECKSUM is new to 2005?
And what do you guys use: Checksum, Torn Page Detection or None?
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Jul 23, 2005
Hello faculties,i'm encountering a strange a deadlock problem on my remote serverwhich is used to give application demo to the client. It has happenedthat on one of the databases a deadlock situation is taking place.What is the most detailed way to detect such the cause of such adeadlock to the innermost level of detail, like what statements, storedprocedures and locks are causing the deadlock to occur.Guys! please help me out!Thanks in advanceDebian*** Sent via Developersdex http://www.developersdex.com ***
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Dec 3, 2006
Background: We have SQL Server 2005 x64 running on a quad-core (dual dual-core) machine with 16GB of RAM. The database is about 10GB in size and we execute around a million stored procedures a day on it. Our application uses about 1000 different stored procedures on this machine. The application is a transactional B2B web-app with about 2000 users.
The problem we have is a really odd one that I can't seem to find much information on. We have a small number (3-4) of stored procedures that's exibiting this problem.
The stored proc in question takes on average 100ms CPU time to execute. It's a fairly complex stored proc, about 300 lines long, 6-7 select statements and it uses temp tables. No updates / inserts except for on the temp tables. It's executed about 5000 times per day. About once a week, though, execution times will suddenly jump up to 3000 ms average. This happens randomly during the day, although it seems to happen more often on Monday mornings (the DB is mostly unutilized over the weekend)
To fix this, I force the DB to recalculate the execution plan by adding / removing (depending what I did last time around) the line 'set arithabort on' at the top of the stored procedure. I have no idea why this works, but it does. Within seconds of changing it, the stored proc execution time will go back to it's normal range of 60-150ms.
I've tried setting the execution plan of the stored procedure but I can't get it to work - the execution plan is very long and I don't know how to debug the error I get.
What is happening? This happens with a couple of stored procedures - usually the more complex ones. Has anyone seen anything like this?
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Mar 25, 2015
The following was found as a solution to detecting non-printable characters in a string. I can find no explanation of how the COLLATE function is used.
how the COLLATE function affects the search string to find the non-printable characters?
patindex('%[^ !-~]%' COLLATE Latin1_General_BIN, titlel) as [Position]
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May 7, 2007
Are there any issues turning this ON?
I have inherited a database which started life under SQL 7 (where Torn page Detection was OFF by default), and I'd like to turn it on. Will this reshuffle all the pages to make room for the extra check-sum, or is that stored in a single block somewhere else such that it can easily be added?
Is the change going to block access for long? (DB = between 2~5GB)
Thanks
Kristen
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Jul 28, 2007
Hi
My table’s data is deleted by unknown person.
I can detect some thing about it i.e. user name, time, etc of this event?
Is there any way to rollback changes though logs?
Wishes
Jawad
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Jul 29, 2015
what are the best ways to action on the Deadlock issues. I am aware how a deadlock is occurred and we can get the queries causing by the Trace, and Profiler. What will en best steps to Investigate from DBA end later collecting the stats.What steps will ensure to get these deadlocks addressed.
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Aug 3, 2006
Hi,
I'm using the Service Broker to parallize my processes (I know that the Service Broker was not designed for that purpose), however it's working quite well.
I use the broker procedure to start procedures which all process all a part of the workload. When the procedure fails because of a lock timeout (or for that concern, for whatever reason), I rollback the transaction (which also roll back my message received on the queue so that it can be retried at a later time.). And this is where my problem lies, if there are 5 sequential rollbacks of messages then the poison message detection kicks in and disables the queue, stopping all the processing. :(
Is there a way to disable poison message detection? I have implemented my own stop-mechanism through a counter system on a per sub-task system so if I could disable poison message detection that would be ideal.
If this is not possible is there a way to turn the queue back on automatically so that it will continue processing the messages on the queue?
Cheers,
Peter.
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Mar 3, 2007
I am trying to install RS on Vista. I notice that the list of IIS features to turn on, listed in the KB article and blog entries, mentions a "Windows Authentication" IIS feature to check under Security. I don't have that (although I have one labeled "Basic Authentication") -- I'm on a "workgroup" computer at home.
Does this mean that you simply can't install RS on Vista unless you're joined to a domain? Thanks,
-Doug
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Feb 16, 2006
Hello everybody,First: SQL Server 2000 sp3a, HP cluster server, MS 2003 server,database recovery model simpleTorn page detection:When I have this option turned on, processes conected with updating andwriting in database, was MUCH more slower, than if I've this optionturned off.It seams to me, that when this option is turned on, the sqlserver ismuch more slower by any operation connected with writing, than withoutthis option.This option is required for ensurance, that the data are writtenproperly on the media.My question is:if I have my database running under cluster, with RAID hd system, whichcontains write cache, with additional checking, that the data will bewritten correctly, is it necessary for me to keep this option turnedon?Auto shrink:When it is turned on, does it affect performance?Personaly, I don't think so, but somebody is insysting on it, and Iwould like to have an information from independent source about that.Best regardsMatik
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Jun 10, 2015
Is it possible to change the default detection interval time to reduce to less than 5 seconds.
We have latency in trouble shooting the deadlocks and causing blockings more on our critical Production server.
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Aug 7, 2006
Any ideas how I can I block telnet connections to SQL Server ports ?
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May 10, 2007
Hi,
I am monitoring my replication process and I have a problem with the loop detection, I can see origined transacctions in the server, executed in the same for the replication.
The subscriptions configuration is sp_helpsubscription
exec sp_addsubscription @publication = N'PUBLICATION',
@article = N'all',
@subscriber = N'192.168.0.23',
@destination_db = N'PRUEBABD',
@sync_type = N'none',
@update_mode = N'read only',
@offloadagent = 0,
@dts_package_location = N'distributor',
@loopback_detection = 'true'
GO
I need for help.
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Mar 9, 2007
Our application installation setup needs to be able to detect:
Is SQL Server 2005 Express Installed?
If false, run the SP2 Installation
Is SQL Server 2005 Express or SQL Express SP1 Installed?
If false, run the SP2 Installation with Update Switch
Is SQL Server 2005 (not Express) Installed
If true, abort installation with a mesage.
Can you direct me to some documentation about testing for these environments or just if someone has some scripts that will run in InstallShield, that would be great.
ALSO, can you direct me to information about using the command line update switch for the Express SP2 Installer?
Thanks.
Pat
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Jun 24, 2015
I'm experiencing an anomaly with my Full text index.
Setup : SQL Server 2005
Indexed Table:
Assets
ID - int (PK, auto increment)
Ref - varchar(50)
[code]....
I have re-built the full-text index, no change.
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Jul 23, 2005
Please help,I am trying to install MSDE 2000 so that Backup exec will run on thisserver. I have gotten so far as to find an entry in my SQLSTP.TXT filethat says that c:mssql7 was detected so the install fails.Now, to start with there is no directory called C:mssql7 on thisserver. I have gone through all MS articles on manual removal of SQLserver and instances. I have searched the registry for mssql7 andremoved any keys that matched, as per MS article I have searched onSQLBOOT.dll and it is not present anywhere on my system and I still getthe same results.2:07:44 Begin Action: Detection12:07:44 SQL Server version already installed: 7.00.62312:07:44 Previous Install SQL Path: C:MSSQL712:07:44 Previous Install SQL Data Path: C:MSSQL712:07:44 End Action Detection12:07:44 Begin Action: ODBCLocked12:07:44 End Action ODBCLocked12:07:44 GetDefinition returned: 112:07:44 Previous SQL Server ProductType: MSDE [0x4]12:07:44 This combination of Package and Operating System allows a fullproduct install.can anyone think of anything here..what else could be causing the server to think there is a previousversion of SQL 7 on this box!!!?
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