The MERGE syntax - syntax and performance

by Allan Svelmøe Hansen May 21, 2010 15:40

Normally when you have rows from one table you want to move over into the other, you'll have to run both an update query to get your existing rows updated with the new values and insert query to get new rows over to your target. That means you have to write two queries. With the merge, you only need one as it performs both the update and the insert.
So let's take a look at it.

First, I'll create 2 tables with dummy data; a tblSource and a tblTarget.
The scripts for creating the tables and data can be found here merge_setup_20100521.sql (3.58 kb), but basically it's just a target and source table with an ID, ValA, ValB and ValC with a clustered index on ID and some dummy data.
So to do the update/insert it would look like this:
UPDATE MyTarget SET 
   
MyTarget.ValA MySource.ValA

   
MyTarget.ValB MySource.ValB

   
MyTarget.ValC 
MySource.ValC 
FROM dbo.tblTargetInUp AS 
MyTarget  
INNER JOIN dbo.tblSourceInUp AS MySource ON MyTarget.ID 
MySource.ID 

INSERT INTO 
dbo.tblTargetInUp 
SELECT IDValAValB
ValC 
FROM dbo.tblSourceInUp AS 
MySource  
WHERE NOT EXISTS (SELECT FROM dbo.tblTargetInUp AS MyTarget WHERE MyTarget.ID MySource.ID
)  
 

If we look at the execution plan, I get an estimated cost of 9.1754 for the update and 2.48725 for the insert, meaning a combined cost of 11.66265 for 33.333 rows updated and 33.3334 rows inserted, into a target of 66.666 rows.

Now do remember, the estimated cost is just a number for how the query runs in my environment, it can't be taken as a direct number and transferred to another system - I'm only interested in the relative comparison with the merge. More data, more indexes, more variations will all affect the actual numbers. Also if looking at the execution plan, it is clear it is two queries we fire, meaning that all the overhead which goes into running one query will be doubled for this. But it was how you'd have to do merges in the past.

Now, with the merge syntax we can do it like this:
MERGE dbo.TblTargetMerge AS MyTarget USING 
(   
   
SELECT FROM dbo.TblSourceMerge AS 
TS 
AS 
MySource 
ON MyTarget.ID 
MySource.ID 
WHEN MATCHED 
THEN  
   UPDATE SET 
       
MyTarget.ValA MySource.ValA

       
MyTarget.ValB MySource.ValB

       
MyTarget.ValC 
MySource.ValC 
WHEN NOT MATCHED 
THEN 
   INSERT  
   
(IDValAValBValC

   
VALUES 
   
(MySource.IDMySource.ValAMySource.ValBMySource.ValC

  

Note that the syntax takes both the update and insert in the WHEN MATCHED and WHEN NOT MATCHED.
For the complete overview over the syntax, I'll refer you to the documentation by microsoft: MERGE (Transact-SQL).
But basically – you MERGE into a table using a source, and then define the ON clause (as you would a join), and then specify the WHEN MATCHED and the WHEN NOT MATCHED clauses.

One thing I'll expand on myself though, is the OUTPUT clause which can also be coupled on to the merge. I mentioned the OUTPUT clause myself recently.
The important thing is that you can couple the $action to the output clause and get information about whether you merged the data or you inserted the data, meaning whether the row was matched or not matched.
Like this:

MERGE dbo.TblTargetMerge AS MyTarget USING 
<...snipped FOR being brief...

OUTPUT $ACTION
rest_of_select_here 
;  
  

Nifty.
Anyways - once we've build this query, we can look at the execution plan, and here we clearly see it is handled as one query.
And in my case, the estimated cost is 8.407 for the same number of rows as above, meaning we’ve saved about 27.9% just by changing syntax.

Now, this structure I used to compare is very simple - with a simple matching of ID to ID and then just insert/overwrite everything so the actual result may vary (naturally), however the merge syntax does appear to be faster and with the added bonus of keeping the query combined into one syntax rather than divided into two different queries.
 
I must admit, I do like the merge syntax myself once I learned to read and write them.

Bookmark and Share DotnetKicks dotnetshoutout

Select/Edit <n> rows and Saving Changes is not permitted.

by Allan Svelmøe Hansen February 03, 2009 08:31
So I’ve just started using MS SQL Server 2008 (yes, I’m that far behind) cause we received it on our Microsoft subscription now, so it was time to test and play :)

My first impression was that it was annoying they changed “Open” into both an Open Top 1000 rows and Edit Top 200 rows. Mostly because when I open a table, I like to open the entire table – just a preference of mine. Of course this is made to avoid having to wait a long time to open and edit a table if it contains a lot of rows, but in my work it was a constraint.

Luckily – this could be changed easily, by going into Tools -> SQL Server Object Explorer -> Commands and you can enter a 0 for all rows, if you want that – or another number to keep it at Open Top <n> rows.
Glad I didn’t have to mess with the registry for this.
 
The second problem I ran into was the error message: “Saving changes is not permitted. The changes you have made require the following tables to be dropped and re-created” and so on…… Luckily Microsoft thought of us again and this was also easily changeable.
So once more into the Tools menu: Tools -> Options -> Designer -> Prevent saving changes that require table re-creation” and uncheck that.
Bookmark and Share DotnetKicks dotnetshoutout

Powered by BlogEngine.NET 1.6.1.0
Theme by Mads Kristensen | Modified by Mooglegiant

About:
Allan Svelmøe Hansen

My real name is Allan Svelmøe Hansen.
I live in Denmark, where I work as a developer for hedal:kruse:brohus using SQL Server and the .NET framework since 2004.
My primary fields of expertise is back-end data integration, database design and optimization.


       View Allan Svelmøe Hansen's profile on LinkedIn     

Disclaimer

The opinions expressed herein are my own personal opinions and thoughts and does not represent my employers view in any way, nor are my results guaranteed for all situations.
Content is presented "as is", with no warranty.