May 16, 2011 at 5:15 am
I thought I would ask a general question since I have not found an answer yet. We have quite a few applications using different databases. I would put the number at over a hundred. We have a process for review and release of all things SQL. Part of this process is looking at execution plans. The problem with looking at them is they tend to be generated on QA or similar sized databases which may not represent production volumes of data nor content. I was wondering if there was a way to set statistic values to fake data volume and values. The idea would be to use the estimated execution plan to do some analysis with the fake values rather than generating test data as it becomes onerous to do this with limited resources. Any thoughts?
Thanks
May 16, 2011 at 5:24 am
I'd never setup QA with less data than prod... for that exact reason.
Also I'd ALWAYS use the actual execution plan especially at that stage where this is the final check.
As far as faking the stats I've never read anything on that matter... but maybe someone else did...
May 16, 2011 at 6:31 am
There is a way of scripting out all of the statistics. I haven't used the scripts to build a database for testing, only for sending the results to Microsoft Support to deal with some issues. This link may provide the info you're looking for:
"How to generate a script of the necessary database metadata to create a statistics-only database in SQL Server 2005 and in SQL Server 2008"
http://support.microsoft.com/kb/914288
Eddie Wuerch
MCM: SQL
May 16, 2011 at 6:37 am
Wow, so cool :w00t:.
May 16, 2011 at 7:11 am
Another thing you can do is pull the execution plans from the cache on the production systems you're working on. That way you can see what's happening in the production system.
"The credit belongs to the man who is actually in the arena, whose face is marred by dust and sweat and blood"
- Theodore Roosevelt
Author of:
SQL Server Execution Plans
SQL Server Query Performance Tuning
May 16, 2011 at 9:13 am
I just ran the script for the fun of it... so many undocumented options it makes your head spin!
/****** Object: Table [dbo].[dba_indexDefragLog] Script Date: 05/16/2011 11:09:41 ******/
SET ANSI_NULLS ON
GO
SET QUOTED_IDENTIFIER ON
GO
SET ANSI_PADDING ON
GO
CREATE TABLE [dbo].[dba_indexDefragLog](
[indexDefrag_id] [int] IDENTITY(1,1) NOT NULL,
[databaseID] [int] NOT NULL,
[databaseName] [nvarchar](128) NOT NULL,
[objectID] [int] NOT NULL,
[objectName] [nvarchar](128) NOT NULL,
[indexID] [int] NOT NULL,
[indexName] [nvarchar](128) NOT NULL,
[partitionNumber] [smallint] NOT NULL,
[fragmentation] [float] NOT NULL,
[page_count] [int] NOT NULL,
[dateTimeStart] [datetime] NOT NULL,
[dateTimeEnd] [datetime] NULL,
[durationSeconds] [int] NULL,
[sqlStatement] [varchar](4000) NULL,
[errorMessage] [varchar](1000) NULL,
CONSTRAINT [PK_indexDefragLog_v40] PRIMARY KEY CLUSTERED
(
[indexDefrag_id] ASC
)WITH (PAD_INDEX = OFF, STATISTICS_NORECOMPUTE = OFF, IGNORE_DUP_KEY = OFF, ALLOW_ROW_LOCKS = ON, ALLOW_PAGE_LOCKS = ON) ON [PRIMARY]
) ON [PRIMARY]
GO
SET ANSI_PADDING OFF
GO
CREATE STATISTICS [_WA_Sys_00000003_749B3807] ON [dbo].[dba_indexDefragLog]([databaseName]) WITH STATS_STREAM = 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
GO
CREATE STATISTICS [_WA_Sys_00000005_749B3807] ON [dbo].[dba_indexDefragLog]([objectName]) WITH STATS_STREAM = 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GO
CREATE STATISTICS [_WA_Sys_00000006_749B3807] ON [dbo].[dba_indexDefragLog]([indexID]) WITH STATS_STREAM = 0x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
GO
CREATE STATISTICS [_WA_Sys_00000007_749B3807] ON [dbo].[dba_indexDefragLog]([indexName]) WITH STATS_STREAM = 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GO
CREATE STATISTICS [_WA_Sys_00000009_749B3807] ON [dbo].[dba_indexDefragLog]([fragmentation]) WITH STATS_STREAM = 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
GO
CREATE STATISTICS [_WA_Sys_0000000A_749B3807] ON [dbo].[dba_indexDefragLog]([page_count]) WITH STATS_STREAM = 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GO
CREATE STATISTICS [_WA_Sys_0000000B_749B3807] ON [dbo].[dba_indexDefragLog]([dateTimeStart]) WITH STATS_STREAM = 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CREATE STATISTICS [_WA_Sys_0000000E_749B3807] ON [dbo].[dba_indexDefragLog]([sqlStatement]) WITH STATS_STREAM = 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GO
UPDATE STATISTICS [dbo].[dba_indexDefragLog]([PK_indexDefragLog_v40]) WITH STATS_STREAM = 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
GO
/****** Object: Table [dbo].[dba_indexDefragExclusion] Script Date: 05/16/2011 11:09:39 ******/
May 17, 2011 at 6:33 am
Thanks for all the replies.
The scripting option looks interesting. I will delve into it. In response to Grant, yes pulling from production cache is always an option if they are existing queries and tables. In most new applications or enhancements, the data is just not there yet, hence the faking aspect of the question. While generating test data is an option, some of the volumes of data needed to emulate what is expected in a production environment are just to large to manage in development/build/testing environments. Many of these are in the hundreds of gb and a few will close in on a tb.
P
May 17, 2011 at 6:42 am
Here's another option...
May 17, 2011 at 7:30 am
Ninja's_RGR'us (5/17/2011)
Here's another option...
Excellent! I didn't want to bring it up, but this is a perfect solution, and one that uses very few disk resources to give you a perfect copy of production to test with. There will be a degradation in general performance, but the exec plans will be 100% identical to those generated in prod (assuming the same ANSI settings, cost threshold for parallelism and mutliple processors among other things).
"The credit belongs to the man who is actually in the arena, whose face is marred by dust and sweat and blood"
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SQL Server Execution Plans
SQL Server Query Performance Tuning
May 17, 2011 at 7:41 am
Grant Fritchey (5/17/2011)
Ninja's_RGR'us (5/17/2011)
Here's another option...Excellent! I didn't want to bring it up, but this is a perfect solution, and one that uses very few disk resources to give you a perfect copy of production to test with. There will be a degradation in general performance, but the exec plans will be 100% identical to those generated in prod (assuming the same ANSI settings, cost threshold for parallelism and mutliple processors among other things).
Why don't you want to do your job give a refferal when the product actually solves the problem of the OP? Maybe you need some training in closing a sales :hehe:.
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