Controlling the evaluation of scalar functions

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Controlling the evaluation of scalar functions

cmartel 20772

Ten Centuries

Points: 1233

December 21, 2022 at 7:22 pm

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#4128590

I am facing a strange issue and, even though I found a solution, I wonder if a better solution exists.

I have a table containing a multi-lingual dictionary in a xml field. A mock-up of the table can be created and filled using the following statement:

CREATE TABLE #Dict (ID INT PRIMARY KEY, XmlValue XML)
INSERT INTO #Dict SELECT 0, CONVERT(XML, '<labels><label lang="en" value="en-0" /><label lang="fr" value="fr-0" /></labels>')
INSERT INTO #Dict SELECT 1, CONVERT(XML, '<labels><label lang="en" value="en-1" /><label lang="fr" value="fr-1" /></labels>')
INSERT INTO #Dict SELECT 2, CONVERT(XML, '<labels><label lang="en" value="en-2" /><label lang="fr" value="fr-2" /></labels>')
INSERT INTO #Dict SELECT 3, CONVERT(XML, '<labels><label lang="en" value="en-3" /><label lang="fr" value="fr-3" /></labels>')
INSERT INTO #Dict SELECT 4, CONVERT(XML, '<labels><label lang="en" value="en-4" /><label lang="fr" value="fr-4" /></labels>')
INSERT INTO #Dict SELECT 5, CONVERT(XML, '<labels><label lang="en" value="en-5" /><label lang="fr" value="fr-5" /></labels>')
INSERT INTO #Dict SELECT 6, CONVERT(XML, '<labels><label lang="en" value="en-6" /><label lang="fr" value="fr-6" /></labels>')
INSERT INTO #Dict SELECT 7, CONVERT(XML, '<labels><label lang="en" value="en-7" /><label lang="fr" value="fr-7" /></labels>')
INSERT INTO #Dict SELECT 8, CONVERT(XML, '<labels><label lang="en" value="en-8" /><label lang="fr" value="fr-8" /></labels>')
INSERT INTO #Dict SELECT 9, CONVERT(XML, '<labels><label lang="en" value="en-9" /><label lang="fr" value="fr-9" /></labels>')

The following scalar function is called to retrieve the value of a given index for a given language:

CREATE OR ALTER FUNCTION GetValueInLanguage(@lang CHAR(2), @XmlValue XML)
RETURNS NVARCHAR(MAX) AS BEGIN
    RETURN (SELECT X.Y.value('@value', 'NVARCHAR(MAX)') AS Value FROM @XmlValue.nodes('labels/label') AS X(Y) WHERE X.Y.value('@lang', 'CHAR(2)') = @lang)
END

Now, let's create and fill a big table containing references to the dictionary

CREATE TABLE #Big (ID INT PRIMARY KEY, DictID INT)
DECLARE @I INT = 0
WHILE @I < 1000000 BEGIN
    INSERT INTO #Big SELECT @I, @I % 10
    SET @I = @I + 1
END

It is now time to perform some tests. The following statement runs in 76 seconds on my computer:

SELECT
    B.ID,
    dbo.GetValueInLanguage('fr', D.XmlValue)
FROM #Big B
INNER JOIN #Dict D ON D.ID = B.DictID

We can avoid calling the GetValueInLanguage function a million times by using a variable table. The following statement runs in 4 seconds:

DECLARE @D TABLE (ID INT PRIMARY KEY, Value NVARCHAR(MAX))
INSERT INTO @D SELECT ID, dbo.GetValueInLanguage('fr', XmlValue) FROM #Dict
SELECT
    B.ID,
    D.Value
FROM #Big B
INNER JOIN @D D ON D.ID = B.DictID

My goal becomes to find a way to get the same performance using a single SELECT statement. The following function sill runs in 76 seconds:

SELECT
    B.ID,
    D.Value
FROM #Big B
CROSS APPLY (SELECT Value FROM (
    SELECT ID, dbo.GetValueInLanguage('fr', XmlValue) AS Value FROM #Dict
) X WHERE ID = B.DictID) D

But the following function runs in 4 seconds:

SELECT
    B.ID,
    D.Value
FROM #Big B
CROSS APPLY (SELECT Value FROM (
    SELECT ID, dbo.GetValueInLanguage('fr', XmlValue) AS Value FROM #Dict WHERE ID = 0 UNION ALL
    SELECT ID, dbo.GetValueInLanguage('fr', XmlValue) AS Value FROM #Dict WHERE ID = 1 UNION ALL
    SELECT ID, dbo.GetValueInLanguage('fr', XmlValue) AS Value FROM #Dict WHERE ID = 2 UNION ALL
    SELECT ID, dbo.GetValueInLanguage('fr', XmlValue) AS Value FROM #Dict WHERE ID = 3 UNION ALL
    SELECT ID, dbo.GetValueInLanguage('fr', XmlValue) AS Value FROM #Dict WHERE ID = 4 UNION ALL
    SELECT ID, dbo.GetValueInLanguage('fr', XmlValue) AS Value FROM #Dict WHERE ID = 5 UNION ALL
    SELECT ID, dbo.GetValueInLanguage('fr', XmlValue) AS Value FROM #Dict WHERE ID = 6 UNION ALL
    SELECT ID, dbo.GetValueInLanguage('fr', XmlValue) AS Value FROM #Dict WHERE ID = 7 UNION ALL
    SELECT ID, dbo.GetValueInLanguage('fr', XmlValue) AS Value FROM #Dict WHERE ID = 8 UNION ALL
    SELECT ID, dbo.GetValueInLanguage('fr', XmlValue) AS Value FROM #Dict WHERE ID = 9
) X WHERE ID = B.DictID) D

Using UNIONs has the query plan call the GetValueInLanguage function only once per entry in the dictionary. Unfortunately, I have to hard code all entries. Fortunately, the following statement is just as fast:

SELECT
    B.ID,
    D.Value
FROM #Big B
CROSS APPLY (SELECT Value FROM (
    SELECT ID, dbo.GetValueInLanguage('fr', XmlValue) AS Value FROM #Dict WHERE ID = -1 UNION ALL
    SELECT ID, dbo.GetValueInLanguage('fr', XmlValue) AS Value FROM #Dict WHERE ID <> -1
) X WHERE ID = B.DictID) D

While the last statement works perfectly, it looks strange to anyone not aware of the problem I tried to solve. Is anyone aware of a more "standard" way to get the same results with similar performance?

Regards.

Michael L John

One Orange Chip

Points: 27062

December 22, 2022 at 1:57 pm

Answer

#4128893

Well, here we go.

I used this to load the table. Took a few milliseconds

 INSERT INTO #Big (id, Dictid)
 SELECT TOP (1000000)
        ROW_NUMBER() OVER (ORDER BY (SELECT NULL)),
        ROW_NUMBER() OVER (ORDER BY (SELECT NULL)) % 10
   FROM sys.all_columns ac1
  CROSS JOIN sys.all_columns ac2
;

I changed the function to a iTVF

CREATE OR ALTER   FUNCTION  [dbo].[GetValueInLanguage2]
                    (@lang CHAR(2), 
                    @XmlValue XML)
RETURNS TABLE 
RETURN (
            SELECT 
               X.Y.value('@value', 'NVARCHAR(MAX)') AS Value 
            FROM @XmlValue.nodes('labels/label') AS X(Y) 
            WHERE X.Y.value('@lang', 'CHAR(2)') = @lang
        )
GO

And the results

--20 seconds, new function
SELECT
    B.ID,
    (SELECT VALUE FROM dbo.[GetValueInLanguage2]('fr', D.XmlValue))
FROM #Big B
INNER JOIN #Dict D ON D.ID = B.DictID

--53 seconds, old function
SELECT
    B.ID,
    dbo.GetValueInLanguage('fr', D.XmlValue)
FROM #Big B
INNER JOIN #Dict D ON D.ID = B.DictID

--6 seconds, new function with a cross apply
SELECT
    B.ID,
    X.VALUE 
FROM #Big B
INNER JOIN #Dict D ON D.ID = B.DictID
CROSS APPLY dbo.[GetValueInLanguage2]('fr', D.XmlValue) X

There's probably more that can be gained. But that should get you started.

Michael L John
If you assassinate a DBA, would you pull a trigger?
To properly post on a forum:
http://www.sqlservercentral.com/articles/61537/

Viewing 12 posts - 1 through 11 (of 11 total)

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Michael L John One Orange Chip Points: 27062 More actions · Answer 1

Change it to a table valued function.

Michael L John
If you assassinate a DBA, would you pull a trigger?
To properly post on a forum:
http://www.sqlservercentral.com/articles/61537/

cmartel 20772 Ten Centuries Points: 1233 More actions · Answer 2

The following statement runs in 4 seconds and is definitely better:

SELECT
  B.ID,
  D.Value
FROM #Big B
LEFT MERGE JOIN (
  SELECT ID, dbo.GetValueInLanguage('fr', XmlValue) AS Value FROM #Dict
) D ON D.ID = B.DictID
OPTION (RECOMPILE)

I can specify either MERGE or HASH join but not LOOP join

ratbak Ten Centuries Points: 1382 More actions · Answer 3

Or just do the xml query inline...

DECLARE @startTime DATETIME2;
DECLARE @endTime DATETIME2;
SET @startTime = SYSDATETIME();

DECLARE @lang CHAR(2) = 'fr';

SET @startTime = SYSDATETIME();

SELECT
    B.ID,
    --dbo.GetValueInLanguage('fr', D.XmlValue)
    X.Y.value('@value', 'NVARCHAR(MAX)')
FROM #Big B
INNER JOIN #Dict D ON D.ID = B.DictID
CROSS APPLY D.XmlValue.nodes('labels/label') AS X(Y) 
WHERE X.Y.value('@lang', 'CHAR(2)') = @lang

SET @endTime = SYSDATETIME();
SELECT DATEDIFF(MILLISECOND,@startTime,@endTime) AS SelectDurationMS;

Note: Using a tally table or function to insert the test data in #Big is MUCH faster than looping to insert one row at a time (I didn't have time to let my poor overloaded PC finish that insert).

Jeff Moden SSC Guru Points: 1004419 More actions · Answer 4

cmartel 20772 wrote:

The following statement runs in 4 seconds and is definitely better:
SELECT
  B.ID,
  D.Value
FROM #Big B
LEFT MERGE JOIN (
  SELECT ID, dbo.GetValueInLanguage('fr', XmlValue) AS Value FROM #Dict
) D ON D.ID = B.DictID
OPTION (RECOMPILE)
I can specify either MERGE or HASH join but not LOOP join

Have you done as Michael suggested and tried converting it to an iTVF (inline Table Valued Function)?

--Jeff Moden

RBAR is pronounced "ree-bar" and is a "Modenism" for Row-By-Agonizing-Row.
First step towards the paradigm shift of writing Set Based code:
________Stop thinking about what you want to do to a ROW... think, instead, of what you want to do to a COLUMN.

Change is inevitable... Change for the better is not.

Helpful Links:
How to post code problems
How to Post Performance Problems
Create a Tally Function (fnTally)

Jonathan AC Roberts SSCoach Points: 18377 More actions · Answer 5

I've tried all those queries and they all run in about 4 seconds on my machine even the one that runs in 76 seconds on your machine.

I'm using SQL 2019 Developer Edition.

Jonathan AC Roberts SSCoach Points: 18377 More actions · Answer 6

Michael L John wrote:

--20 seconds, new function
SELECT
    B.ID,
    (SELECT VALUE FROM dbo.[GetValueInLanguage2]('fr', D.XmlValue))
FROM #Big B
INNER JOIN #Dict D ON D.ID = B.DictID

--53 seconds, old function
SELECT
    B.ID,
    dbo.GetValueInLanguage('fr', D.XmlValue)
FROM #Big B
INNER JOIN #Dict D ON D.ID = B.DictID

--6 seconds, new function with a cross apply
SELECT
    B.ID,
    X.VALUE 
FROM #Big B
INNER JOIN #Dict D ON D.ID = B.DictID
CROSS APPLY dbo.[GetValueInLanguage2]('fr', D.XmlValue) X

Which version of SQL Server are you using?

These are the results I got from your code:

drop table if exists #x
drop table if exists #y
drop table if exists #z
-- 7689 ms, new function
SELECT
    B.ID,
    (SELECT VALUE FROM dbo.[GetValueInLanguage2]('fr', D.XmlValue)) x
INTO #x
FROM #Big B
INNER JOIN #Dict D ON D.ID = B.DictID
go
-- 226 ms, old function
SELECT
    B.ID,
    dbo.GetValueInLanguage('fr', D.XmlValue) x
INTO #y
FROM #Big B
INNER JOIN #Dict D ON D.ID = B.DictID
go
-- 787 ms, new function with a cross apply
SELECT B.ID,
       X.VALUE 
into #z
FROM #Big B
INNER JOIN #Dict D ON D.ID = B.DictID
CROSS APPLY dbo.[GetValueInLanguage2]('fr', D.XmlValue) X

So the fastest one on my machine is the old code with 226 ms elapsed.

I'm using Microsoft SQL Server 2019 (RTM-GDR) (KB5014356) - 15.0.2095.3 (X64) Apr 29 2022 18:00:13 Copyright (C) 2019 Microsoft Corporation Developer Edition (64-bit) on Windows 10 Home 10.0 <X64> (Build 19044: )

And running it on a 7 year old Dell XPS 8700 desktop with 28GB RAM and i7-4790 CPU.

This reply was modified 2 years ago by Jonathan AC Roberts.

cmartel 20772 Ten Centuries Points: 1233 More actions · Answer 7

I performed my tests on a local SQL Server 2019. I will experiment with all received suggestions during the holidays. Many thanks to all of you and happy holidays!

Michael L John One Orange Chip Points: 27062 More actions · Answer 8

[/quote]Which version of SQL Server are you using?[/quote]

2019. My laptop is 32 GB ram with an 8 core i7 processor

Michael L John
If you assassinate a DBA, would you pull a trigger?
To properly post on a forum:
http://www.sqlservercentral.com/articles/61537/

Jonathan AC Roberts SSCoach Points: 18377 More actions · Answer 9

I've just pasted in my results in my last comment above. Your results are very different to mine.

I thought Microsoft made a change in a previous release of SQL Server to make scalar valued functions return as fast as iTVFs.

Jonathan AC Roberts SSCoach Points: 18377 More actions · Answer 10

There is a scoped configuration that can be set in SQL 2019 to improve the performance of scalar UDFs:

To check its value:

select * from sys.database_scoped_configurations

udf

To switch it on:

ALTER DATABASE SCOPED CONFIGURATION SET TSQL_SCALAR_UDF_INLINING = ON;

This makes a huge difference the following query

drop table if exists #y;
SELECT B.ID,
       dbo.GetValueInLanguage('fr', D.XmlValue) x
  INTO #y
  FROM #Big B
 INNER JOIN #Dict D ON D.ID = B.DictID;

runs in 56000 ms with it switched off and 256 ms with it switched on.

Read this: Scalar UDF inlining

Note: Before you do this you might need to set the database compatibility level to 150:

ALTER DATABASE [myDatabase] SET COMPATIBILITY LEVEL 150;