General discussion of SQL Topics; aimed for the novice-intermediate level Microsoft SQL Server User. Currently focuses on using SQL Server 2005.

Showing posts with label optimization. Show all posts
Showing posts with label optimization. Show all posts

Friday, October 17, 2008

Searching text of programmable objects...

This is a follow-up posting to my article "Finding and Listing ALL Procedures, Functions, and Views in SQL Server 2005" I wrote for SQLServerCentral.com (http://www.sqlservercentral.com/articles/T-SQL/63471/). This will work with both SQL Server 2005 and SQL Server 2008.

I've found a few instances where I would've liked to be able to search through a Stored Procedure or a View for specific text in the definition; specifically to check to see if there was a reference to another Stored Procedure or View. Originally to solve this problem I had just queried the syscomments legacy view for the search string joining with sysobjects, while this was effective it has its limitations...such as this only searches objects created post-release of SQL Server. So, what happens if you want to search for a specific string in ALL of the programmable objects? Well, then we fall back to our trusty view of sys.all_objects! We can join it with sys.all_sql_modules and get almost all of what we need...almost.

Now, we can do a clever query that will join sys.all_objects and sys.all_sql_modules. Something like:

DECLARE @SearchString NVARCHAR(MAX)
SET @SearchString = 'ENTER_SEARCH_TEXT_HERE'
SELECT [ao].[name], [asm].[definition]
FROM sys.all_objects ao
JOIN sys.all_sql_modules asm
ON [ao].[object_id] = [asm].[object_id]
WHERE [asm].[definition] LIKE '%' + @SearchString + '%'
--AND [ao].[is_ms_shipped] = 0 --Only search user & post SQL release objects, or
--Change the above value to 1 to only include objects provided by Microsoft with the release of SQL Server
--Optional  to limit search results....
--AND [ao].[type] = 'P' --Search only Stored Procedures
--AND [ao].[type] <> 'V' --Exclude Views
--See referenced article for listing of additional object types

This would do the job for the most part, the only missing items would be constraints and rules for the most part; which how many times do you really need to search a constraint for a specific string of text?

Now, the execution plan shows that this can be a little bit of a resource monger. Here's the estimated execution plan I get for this:

Plan_For_Defintion_Search_by_Joins

This Execution Plan is OK; there's a lot of Clustered Index Scans and Compute Scalars. You might be able to improve upon this with some ingenious Indexing, hints and such...but, again...why bother? You'll have to upkeep it and monitor yet another query plan. So, I'm not too keen on this plan myself and I don't like that this query still doesn't do everything...I want everything or nothing (start my pouting and tantrum).

As I said, I want it all. So the problem for me here is that there is that 1 in 1,000,000 chance I'll need to search a constraint and then that means I'll have to either modify my code or discover a new method...why bother doing it again later if we can just make it do what we want now. Plus, and this may be more important for myself; I want something that is easier to read and understand at a later time and uses less resources. Time and resources is the name of the game we play as DBAs!

How do we solve this? Can it be done? It sure can! Enter the sacred "OBJECT_DEFINITION" function! This little function helps us out a lot by eliminating the need to manually join tables and the return results is the exact column (definition column) that we are wanting also! Let's take a look at the same search function using this syntax instead of joins:

DECLARE @SearchString NVARCHAR(MAX)
SET @SearchString = 'ENTER_SEARCH_TEXT_HERE'
SELECT [name], OBJECT_DEFINITION(OBJECT_ID([name]))
FROM sys.all_objects
WHERE OBJECT_DEFINITION(object_id([name])) LIKE '%' + @SearchString + '%'
--Optional  to limit search results....
--AND [is_ms_shipped] = 0 --Only search user & post SQL release objects
--Change the above value to 1 to only include objects provided by Microsoft with the release of SQL Server
--AND [type] = 'P' --Search only Stored Procedures
--AND [type] <> 'V' --Exclude Views
--See referenced article for listing of additional object types

As you can see, this is a lot cleaner to read. We can easily tell what is being queried and how the query results should be returned to us. Not much to look at here; we query the sys.all_objects view to find the proper object and then tell SQL that we want to view the object's definition...simple enough.

Now, let's look at the execution plan for this query. We know the query is straight forward, I'm guessing the execution plan will be also! Let's see:

Plan_For_Defintion_Search_by_Object_Definition

Well, it definitely is a smaller execution plan. Almost 1/2 the plan of the original query! Not bad at all. I'd venture a guess that this will be much less resource intense on our machine, and that means less time! I like less time!

Now, we can see that using SQL Server's "Object_Definition" function improves the ability to search the definitions. I'm sure you can see with the above that when possible use a SQL built-in function, these are here to help us. As they say...'why reinvent the wheel?'; I'd say for sure that this object_definition function is already optimized to run in SQL and that it's a fairly safe bet that we DBAs wouldn't be able to optimize our JOIN statement to this level...and if you happen to be able to even come close to the same optimization, I'd be willing to wager that you spent more time than it was worth to get to that point. With that said, it brings me back to my original statement...why bother?

Keep looking for those built-in functions, you'll find there are many of them inside SQL Server that will not only make your DBA life easier and quicker, but also more fun!

Until next time, Happy Coding!!!

Thursday, May 22, 2008

Optimizing Indexes

Summary:

Optimizing Indexes is quite a complicated subject. There are many techniques; and what is the most difficult is that there are so many different scenarios as to when and how to optimize your indexes. Instead of trying to describe a method of how to optimize, I am going to discuss how to identify when optimizing indexes should be considered and where to go to find the different options.

The first step is NOT to just rebuild all indexes, or to defrag them all. There are some people that believe that rebuilding all indexes is the way to solve this; don't listen to them!! PLEASE DON"T!!! I'm rarely the person to give advice on not listening to other people; most people can help you learn about what's good or bad...but if you go the route of rebuilding and defraging all your indexes, you can in fact be causing additional problems that you didn't have to cause. In particular using system resources that don't need to be used, and causing unneeded fragmentation on the OS level! Any decent DBA is always concerned with using system resources, remember that system resources is always a precious commodity and should never be wasted.

The first step is to analyze the database. The next step is to identify the queries that can/will benefit from optimizing the index(es). The third step is to optimize the index. The final step is to periodically review these methods to identify when optimizing indexes will be required; this will be an ongoing project and will ultimately require re-iterrating through your queries to identify when an index has become warranted for optimization. There is no cut and dry method to warn you, prevent indexes from becoming out of tune, or to auto-optimize the queries and indexes.

Analyzing the Database:

So, how do you analyze a database to determine if an index needs to be rebuilt or should run a defrag on the index? Well, first you need to understand how indexes are built and what is causing them to become fragmented. Review my blog entry "Introduction To Indexes" to learn about how indexes are built. Also, take the time to review this white paper called "Microsoft SQL Server 2000 Index Defragmentation Best Practices"; even though it is written for SQL Server 2000, it will still apply the same to SQL Server 2005. It is a long read, but will help out well beyond the scope of this blog entry.

Here, in a nutshell, is how to determine when your index is fragmented. Use SQL Profiler to identify poor performing queries; in particular use the template "SQLProfilerTSQL_Duration", this will already contain the traces needed to identify the offending queries. Once the queries are identified you can then start looking into which indexes there queries are accessing; especially queries that are retrieving ranges instead of singletons. These queries are the highest risk of having fragmented indexes, remember though that this is just a method to determine the potential problem areas. Your own judgement will be best to make the final determination.

When to Consider Optimizing Indexes:

The first key in detecting that you should optimize your index is when you are observing performance degradation and have no absolute culprit to cause this. Now, keep in mind that just because you are seeing performance degradation doesn't immediately indicate that there is index fragmentation. This can only be determined by analyzing your database properly. Next, identify which queries are utilizing the most I/O; these are the next candidates. Then consider queries that have workloads that are suspected to benefit from index defrags; this can be quite difficult and should be carefully determined.

All of these are covered in the MSDN white paper called "Microsoft SQL Server 2000 Index Defragmentation Best Practices"; mentioned earlier. This paper even goes into very good detail on how to make these determinations, which will probably be enough to get your through while you gain experience.

Getting Help:

Sometimes it's nice to have someone more experienced help out, if that is how you feel then go with that feeling and seek out that someone.

If you don't have physical access to an experienced DBA then seek advice from trusted websites, forums, and/or discussion groups. Remember when seeking advice they can only provide an answer with quality that matches the information you provided. Such as stating you have a database that needs indexes rebuilt or defragged, will most likely get you answers stating to use DBCC commands or some other commonly used index rebuilding command. The purpose of seeking advice is to provide detailed information to get an answer that is specific to your scenario; so be sure to provide as much information as possible without breaking any company policies.

Conclusion:

As you can see, Indexes can be fairly simple to optimize. It's determining when to optimize and what to optimize that becomes difficult.

There are methods to fine-tune the auto-index handling of your indexes, this is covered in the white paper I mention in the next section. You'll always find different opinions and experiences, embrace all you can and mix and match what works best for you and your situation. There is no one-size fits all for optimizing indexes, just as there isn't one-size fits all for database solutions. It's all about customizing to your needs, and utilizing your available resources to make your work easier and more enjoyable.

I can't stress enough that reading the "Microsoft SQL Server 2000 Index Defragmentation Best Practices" white paper will help out tremendously. This paper covers the topic so well, that originally I had planned on providing tips on how to identify the queries that required indexes to be rebuilt, and how to find additional help on this topic. During my research I came across this white paper and it covered absolutely everything and more than I had planned to cover!

Until next time, Happy Coding!!

Additional Resources:

Microsoft SQL Server 2000 Index Defragmentation Best Practices (http://www.microsoft.com/technet/prodtechnol/sql/2000/maintain/ss2kidbp.mspx)
SQL Server Best Practices (http://msdn.microsoft.com/en-us/sqlserver/bb671432.aspx)
How To: Optimize SQL Indexes (http://msdn.microsoft.com/en-us/library/ms979195.aspx)
Database Journal: Reducing SQL Server Index Fragmentation (http://www.databasejournal.com/features/mssql/article.php/2238211)
SQLServer Performance: SQL Server Index Fragmentation and Its Resolution (http://www.sql-server-performance.com/articles/per/index_fragmentation_p1.aspx)