sql-server-samples/samples/features/sql2019notebooks/intelligent-query-processing/Scalar_UDF_Inlining.ipynb

Scalar UDF Inlining

User-Defined Functions that are implemented in Transact-SQL and return a single data value are referred to as T-SQL Scalar User-Defined Functions. T-SQL UDFs are an elegant way to achieve code reuse and modularity across SQL queries. Some computations (such as complex business rules) are easier to express in imperative UDF form. UDFs help in building up complex logic without requiring expertise in writing complex SQL queries. Scalar UDF inlining, a feature under the Intelligent Query Processing suite of features. This feature improves the performance of queries that invoke scalar UDFs in SQL Server (starting with SQL Server 2019) and Azure SQL Database.

This example will show you how upgrading to Database Compatibility Level = 150 could improve performance of queries which leverage scalar UDFs.

More information about this feature is available here.

Step 1: Create an instance of SQL Server 2019 using a Docker image and restore the AdventureWorks database backup

You will need the AdventureWorks2017 database for this exercise. If you don't have this sample database, then you download the sample database here

Restore the copied AdventureWorks database backup into the container and restore the backup.

Docker Commands

docker pull mcr.microsoft.com/mssql/server:2019-latest

docker run -e "ACCEPT_EULA=Y" -e "SA_PASSWORD=<A Strong Password>" -p 1445:1433 --name sql2019demo -d mcr.microsoft.com/mssql/server:2019-latest

docker cp ".\Downloads\AdventureWorks2017.bak" sql2019demo:/var/opt/mssql/data

In [1]:

-- Restore the AdventureWorks2017.bak file 
declare @datafilepath varchar(8000) = CAST(SERVERPROPERTY('InstanceDefaultDataPath') as varchar(4000)) + 'AdventureWorks2017.mdf'
declare @logfilepath varchar(8000) = CAST(SERVERPROPERTY('InstanceDefaultLogPath') as varchar(4000)) + 'AdventureWorks2017.ldf'
-- Replace the path with the appropriate file
declare @backupfile varchar(8000) = 'AdventureWorks2017.bak'
restore database AdventureWorks2017
from disk = @backupfile
with move 'AdventureWorks2017' to @datafilepath,
move 'AdventureWorks2017_log' to @logfilepath,
stats = 10, REPLACE

Step 2: See scalar UDF performance issues using an example The below query calls scalar UDFs to get the the list price and remaining stock of the products in the invetory. You will notice that it returns over 121,000 rows.

In [12]:

USE AdventureWorks2017
GO
-- Set compatibility level to 140 to demonstrate performance impact with scalar UDFs
ALTER DATABASE AdventureWorks2017 SET compatibility_level = 140
GO
-- Execute the query
SELECT  OH.PurchaseOrderNumber , 
        dbo.ufnGetProductListPrice(OD.ProductID, OH.OrderDate) ListPrice ,
        OD.UnitPRice ,
        OD.OrderQty ,
        OD.LineTotal ,
        dbo.ufnGetStock(OD.ProductID) RemainingStock
FROM    Sales.SalesOrderHeader OH
        INNER JOIN Sales.SalesOrderDetail OD 
        ON OH.SalesOrderID = OD.SalesOrderID
OPTION (RECOMPILE)

Out [12]:

Commands completed successfully.

Commands completed successfully.

Commands completed successfully.

Displaying Top 5000 rows.

Total execution time: 00:00:06.286

PurchaseOrderNumber	ListPrice	UnitPRice	OrderQty	LineTotal	RemainingStock
PO522145787	3374.9900	2024.9940	1	2024.994000	0
PO522145787	3374.9900	2024.9940	3	6074.982000	0
PO522145787	3374.9900	2024.9940	1	2024.994000	0
PO522145787	3399.9900	2039.9940	1	2039.994000	0
PO522145787	3399.9900	2039.9940	1	2039.994000	0
PO522145787	3399.9900	2039.9940	2	4079.988000	0
PO522145787	3399.9900	2039.9940	1	2039.994000	0
PO522145787	48.0673	28.8404	3	86.521200	0
PO522145787	48.0673	28.8404	1	28.840400	0
PO522145787	9.5000	5.7000	6	34.200000	0
PO522145787	8.6442	5.1865	2	10.373000	0
PO522145787	33.6442	20.1865	4	80.746000	0
PO18850127500	699.0982	419.4589	1	419.458900	0
PO18850127500	1457.9900	874.7940	1	874.794000	0
PO18473189620	1349.6000	809.7600	1	809.760000	0
PO18473189620	1191.1739	714.7043	1	714.704300	0
PO18473189620	1191.1739	714.7043	2	1429.408600	0
PO18473189620	8.6442	5.1865	4	20.746000	0
PO18473189620	48.0673	28.8404	4	115.361600	0
PO18473189620	1204.3248	722.5949	2	1445.189800	0
PO18473189620	3374.9900	2024.9940	3	6074.982000	0
PO18473189620	3374.9900	2024.9940	2	4049.988000	0
PO18473189620	33.6442	20.1865	2	40.373000	0
PO18473189620	1364.5000	818.7000	2	1637.400000	0
PO18473189620	3374.9900	2024.9940	4	8099.976000	0
PO18473189620	3399.9900	2039.9940	2	4079.988000	0
PO18473189620	48.0673	28.8404	2	57.680800	0
PO18473189620	3374.9900	2024.9940	2	4049.988000	0
PO18473189620	33.6442	20.1865	5	100.932500	0
PO18444174044	699.0982	419.4589	3	1258.376700	0
PO18444174044	699.0982	419.4589	5	2097.294500	0
PO18444174044	306.5636	183.9382	2	367.876400	0
PO18444174044	1457.9900	874.7940	4	3499.176000	0
PO18444174044	306.5636	183.9382	3	551.814600	0
PO18444174044	699.0982	419.4589	5	2097.294500	0
PO18444174044	699.0982	419.4589	3	1258.376700	0
PO18444174044	699.0982	419.4589	2	838.917800	0
PO18444174044	3578.2700	2146.9620	1	2146.962000	0
PO18444174044	1457.9900	874.7940	1	874.794000	0
PO18444174044	699.0982	419.4589	3	1258.376700	0
PO18444174044	594.8300	356.8980	1	356.898000	0
PO18444174044	1457.9900	874.7940	6	5248.764000	0
PO18444174044	306.5636	183.9382	1	183.938200	0
PO18444174044	297.6346	178.5808	3	535.742400	0
PO18444174044	3578.2700	2146.9620	1	2146.962000	0
PO18444174044	699.0982	419.4589	3	1258.376700	0
PO18444174044	306.5636	183.9382	1	183.938200	0
PO18444174044	594.8300	356.8980	1	356.898000	0
PO18444174044	297.6346	178.5808	1	178.580800	0
PO18444174044	699.0982	419.4589	3	1258.376700	0
PO18444174044	1457.9900	874.7940	1	874.794000	0
PO18009186470	699.0982	419.4589	1	419.458900	0
PO16617121983	3399.9900	2039.9940	1	2039.994000	0
PO16617121983	3374.9900	2024.9940	4	8099.976000	0
PO16617121983	48.0673	28.8404	1	28.840400	0
PO16617121983	48.0673	28.8404	1	28.840400	0
PO16617121983	3374.9900	2024.9940	2	4049.988000	0
PO16617121983	3399.9900	2039.9940	3	6119.982000	0
PO16617121983	3399.9900	2039.9940	1	2039.994000	0
PO16617121983	3374.9900	2024.9940	1	2024.994000	0
PO16588191572	33.6442	20.1865	2	40.373000	0
PO16588191572	3399.9900	2039.9940	1	2039.994000	0
PO16588191572	33.6442	20.1865	1	20.186500	0
PO16588191572	48.0673	28.8404	2	57.680800	0
PO16588191572	3374.9900	2024.9940	2	4049.988000	0
PO16588191572	8.6442	5.1865	2	10.373000	0
PO16588191572	3374.9900	2024.9940	2	4049.988000	0
PO16588191572	3374.9900	2024.9940	1	2024.994000	0
PO16588191572	9.5000	5.7000	6	34.200000	0
PO16588191572	3374.9900	2024.9940	1	2024.994000	0
PO16008173883	699.0982	419.4589	1	419.458900	0
PO16008173883	3578.2700	2146.9620	1	2146.962000	0
PO16008173883	594.8300	356.8980	1	356.898000	0
PO16008173883	1457.9900	874.7940	1	874.794000	0
PO16008173883	699.0982	419.4589	2	838.917800	0
PO16008173883	699.0982	419.4589	1	419.458900	0
PO15428132599	9.5000	5.7000	3	17.100000	0
PO15428132599	3399.9900	2039.9940	1	2039.994000	0
PO15428132599	3374.9900	2024.9940	1	2024.994000	0
PO15428132599	3374.9900	2024.9940	1	2024.994000	0
PO14732180295	1457.9900	874.7940	3	2624.382000	0
PO14732180295	3578.2700	2146.9620	2	4293.924000	0
PO14732180295	699.0982	419.4589	7	2936.212300	0
PO14732180295	699.0982	419.4589	6	2516.753400	0
PO14732180295	48.0673	28.8404	6	173.042400	0
PO14732180295	306.5636	183.9382	6	1103.629200	0
PO14732180295	33.6442	20.1865	2	40.373000	0
PO14732180295	33.6442	20.1865	2	40.373000	0
PO14732180295	1457.9900	874.7940	2	1749.588000	0
PO14732180295	8.6442	5.1865	4	20.746000	0
PO14732180295	306.5636	183.9382	2	367.876400	0
PO14732180295	1457.9900	874.7940	3	2624.382000	0
PO14732180295	699.0982	419.4589	3	1258.376700	0
PO14732180295	699.0982	419.4589	2	838.917800	0
PO14732180295	306.5636	183.9382	3	551.814600	0
PO14732180295	699.0982	419.4589	2	838.917800	0
PO14732180295	699.0982	419.4589	2	838.917800	0
PO14732180295	306.5636	183.9382	2	367.876400	0
PO14732180295	48.0673	28.8404	1	28.840400	0
PO14732180295	699.0982	419.4589	2	838.917800	0
PO14732180295	594.8300	356.8980	4	1427.592000	0
PO14732180295	1457.9900	874.7940	6	5248.764000	0
PO14732180295	699.0982	419.4589	4	1677.835600	0
PO14732180295	297.6346	178.5808	3	535.742400	0
PO14732180295	48.0673	28.8404	4	115.361600	0
PO14732180295	297.6346	178.5808	3	535.742400	0
PO14732180295	33.6442	20.1865	1	20.186500	0
PO14732180295	594.8300	356.8980	3	1070.694000	0
PO14732180295	699.0982	419.4589	3	1258.376700	0
PO14123169936	1191.1739	714.7043	1	714.704300	0
PO14384116310	9.5000	5.7000	1	5.700000	0
PO14384116310	9.5000	5.7000	2	11.400000	0
PO14384116310	3399.9900	2039.9940	2	4079.988000	0
PO14384116310	3374.9900	2024.9940	1	2024.994000	0
PO13978119376	3578.2700	2146.9620	1	2146.962000	0
PO13978119376	48.0673	28.8404	2	57.680800	0
PO13978119376	1457.9900	874.7940	1	874.794000	0
PO13978119376	699.0982	419.4589	2	838.917800	0
PO13978119376	594.8300	356.8980	2	713.796000	0
PO13978119376	699.0982	419.4589	2	838.917800	0
PO13978119376	1457.9900	874.7940	2	1749.588000	0
PO13978119376	699.0982	419.4589	2	838.917800	0
PO13978119376	48.0673	28.8404	1	28.840400	0
PO13978119376	33.6442	20.1865	1	20.186500	0
PO13978119376	33.6442	20.1865	1	20.186500	0
PO13862153537	9.5000	5.7000	6	34.200000	0
PO13862153537	3374.9900	2024.9940	2	4049.988000	0
PO13862153537	3399.9900	2039.9940	1	2039.994000	0
PO13775141242	1457.9900	874.7940	1	874.794000	0
PO13775141242	48.0673	28.8404	3	86.521200	0
PO13775141242	306.5636	183.9382	1	183.938200	0
PO13775141242	699.0982	419.4589	2	838.917800	0
PO13775141242	699.0982	419.4589	1	419.458900	0
PO13775141242	297.6346	178.5808	2	357.161600	0
PO13775141242	699.0982	419.4589	2	838.917800	0
PO13775141242	8.6442	5.1865	1	5.186500	0
PO13775141242	33.6442	20.1865	2	40.373000	0
PO13775141242	33.6442	20.1865	1	20.186500	0
PO13775141242	33.6442	20.1865	4	80.746000	0
PO12760141756	1457.9900	874.7940	3	2624.382000	0
PO12412186464	699.0982	419.4589	4	1677.835600	0
PO12412186464	33.6442	20.1865	5	100.932500	0
PO12412186464	297.6346	178.5808	2	357.161600	0
PO12412186464	33.6442	20.1865	1	20.186500	0
PO12412186464	699.0982	419.4589	2	838.917800	0
PO12412186464	1457.9900	874.7940	2	1749.588000	0
PO12412186464	8.6442	5.1865	2	10.373000	0
PO12412186464	1457.9900	874.7940	1	874.794000	0
PO12412186464	48.0673	28.8404	3	86.521200	0
PO11861165059	3374.9900	2024.9940	2	4049.988000	0
PO11861165059	3374.9900	2024.9940	2	4049.988000	0
PO11861165059	9.5000	5.7000	1	5.700000	0
PO11861165059	3374.9900	2024.9940	3	6074.982000	0
PO11861165059	9.5000	5.7000	4	22.800000	0
PO11049174786	48.0673	28.8404	3	86.521200	0
PO11049174786	3578.2700	2146.9620	1	2146.962000	0
PO11049174786	1457.9900	874.7940	1	874.794000	0
PO11049174786	699.0982	419.4589	1	419.458900	0
PO11049174786	33.6442	20.1865	2	40.373000	0
PO11049174786	699.0982	419.4589	4	1677.835600	0
PO11049174786	699.0982	419.4589	2	838.917800	0
PO11049174786	699.0982	419.4589	1	419.458900	0
PO11049174786	8.6442	5.1865	5	25.932500	0
PO11049174786	33.6442	20.1865	1	20.186500	0
PO11049174786	1457.9900	874.7940	1	874.794000	0
PO11049174786	306.5636	183.9382	2	367.876400	0
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PO10817150168	297.6346	178.5808	2	357.161600	0
PO10817150168	699.0982	419.4589	1	419.458900	0
PO10817150168	594.8300	356.8980	2	713.796000	0
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PO10817150168	699.0982	419.4589	2	838.917800	0
PO10817150168	8.6442	5.1865	3	15.559500	0
PO10817150168	33.6442	20.1865	4	80.746000	0
PO10817150168	306.5636	183.9382	2	367.876400	0
PO10817150168	1457.9900	874.7940	1	874.794000	0
PO10817150168	306.5636	183.9382	2	367.876400	0
PO10817150168	48.0673	28.8404	1	28.840400	0
PO10817150168	699.0982	419.4589	1	419.458900	0
PO10817150168	1457.9900	874.7940	2	1749.588000	0
PO10817150168	48.0673	28.8404	2	57.680800	0
PO10817150168	1457.9900	874.7940	1	874.794000	0
PO10817150168	1457.9900	874.7940	1	874.794000	0
PO10817150168	33.6442	20.1865	3	60.559500	0
PO10817150168	33.6442	20.1865	1	20.186500	0
PO10527142759	699.0982	419.4589	1	419.458900	0
PO10527142759	699.0982	419.4589	2	838.917800	0
PO10527142759	48.0673	28.8404	2	57.680800	0
PO10730130087	699.0982	419.4589	3	1258.376700	0
PO10730130087	1457.9900	874.7940	2	1749.588000	0
PO10730130087	297.6346	178.5808	2	357.161600	0
PO10730130087	33.6442	20.1865	4	80.746000	0
PO10730130087	306.5636	183.9382	1	183.938200	0
PO10730130087	33.6442	20.1865	1	20.186500	0
PO10730130087	48.0673	28.8404	2	57.680800	0
PO10730130087	306.5636	183.9382	2	367.876400	0
PO10730130087	1457.9900	874.7940	1	874.794000	0
PO10730130087	699.0982	419.4589	1	419.458900	0
PO10730130087	3578.2700	2146.9620	2	4293.924000	0
PO10730130087	33.6442	20.1865	2	40.373000	0
PO10730130087	699.0982	419.4589	3	1258.376700	0
PO10730130087	8.6442	5.1865	3	15.559500	0
PO10730130087	699.0982	419.4589	1	419.458900	0
PO1189177803	48.0673	28.8404	6	173.042400	0
PO1189177803	699.0982	419.4589	5	2097.294500	0
PO1189177803	594.8300	356.8980	1	356.898000	0
PO1189177803	33.6442	20.1865	1	20.186500	0
PO1189177803	306.5636	183.9382	1	183.938200	0
PO1189177803	33.6442	20.1865	2	40.373000	0
PO1189177803	699.0982	419.4589	3	1258.376700	0
PO1189177803	306.5636	183.9382	2	367.876400	0
PO1189177803	1457.9900	874.7940	3	2624.382000	0
PO1189177803	699.0982	419.4589	1	419.458900	0
PO1189177803	699.0982	419.4589	2	838.917800	0
PO1189177803	297.6346	178.5808	2	357.161600	0
PO1189177803	3578.2700	2146.9620	1	2146.962000	0
PO1189177803	48.0673	28.8404	2	57.680800	0
PO1189177803	699.0982	419.4589	2	838.917800	0
PO1189177803	699.0982	419.4589	2	838.917800	0
PO1189177803	1457.9900	874.7940	1	874.794000	0
PO1189177803	48.0673	28.8404	2	57.680800	0
PO1189177803	33.6442	20.1865	2	40.373000	0
PO1189177803	306.5636	183.9382	1	183.938200	0
PO1189177803	8.6442	5.1865	2	10.373000	0
PO1566124200	1457.9900	874.7940	2	1749.588000	0
PO1566124200	699.0982	419.4589	1	419.458900	0
PO1566124200	699.0982	419.4589	2	838.917800	0
PO1566124200	699.0982	419.4589	2	838.917800	0
PO1566124200	48.0673	28.8404	1	28.840400	0
PO2552113807	3374.9900	2024.9940	2	4049.988000	0
PO2552113807	48.0673	28.8404	2	57.680800	0
PO2552113807	3399.9900	2039.9940	2	4079.988000	0
PO2552113807	3399.9900	2039.9940	1	2039.994000	0
PO2552113807	33.6442	20.1865	1	20.186500	0
PO2552113807	33.6442	20.1865	2	40.373000	0
PO2552113807	8.6442	5.1865	3	15.559500	0
PO2552113807	3374.9900	2024.9940	4	8099.976000	0
PO2552113807	3374.9900	2024.9940	6	12149.964000	0
PO2552113807	3399.9900	2039.9940	1	2039.994000	0
PO2552113807	33.6442	20.1865	3	60.559500	0
PO2552113807	3374.9900	2024.9940	5	10124.970000	0
PO2552113807	9.5000	5.7000	6	34.200000	0
PO3393188842	1457.9900	874.7940	2	1749.588000	0
PO3393188842	699.0982	419.4589	2	838.917800	0
PO3393188842	699.0982	419.4589	1	419.458900	0
PO3393188842	1457.9900	874.7940	2	1749.588000	0
PO3393188842	699.0982	419.4589	1	419.458900	0
PO3393188842	699.0982	419.4589	1	419.458900	0
PO4176124783	699.0982	419.4589	3	1258.376700	0
PO4176124783	699.0982	419.4589	1	419.458900	0
PO4176124783	1457.9900	874.7940	1	874.794000	0
PO4176124783	306.5636	183.9382	1	183.938200	0
PO5075125561	1457.9900	874.7940	3	2624.382000	0
PO5075125561	699.0982	419.4589	1	419.458900	0
PO5075125561	699.0982	419.4589	1	419.458900	0
PO4959110829	699.0982	419.4589	1	419.458900	0
PO4959110829	699.0982	419.4589	2	838.917800	0
PO5365136389	306.5636	183.9382	1	183.938200	0
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PO4640171635	3399.9900	2039.9940	2	4079.988000	0
PO4640171635	9.5000	5.7000	6	34.200000	0
PO4640171635	48.0673	28.8404	1	28.840400	0
PO4640171635	33.6442	20.1865	2	40.373000	0
PO4640171635	3374.9900	2024.9940	4	8099.976000	0
PO4640171635	48.0673	28.8404	5	144.202000	0
PO4640171635	3374.9900	2024.9940	2	4049.988000	0
PO4640171635	33.6442	20.1865	3	60.559500	0
PO4640171635	3374.9900	2024.9940	2	4049.988000	0
PO4640171635	3374.9900	2024.9940	2	4049.988000	0
PO4640171635	33.6442	20.1865	3	60.559500	0
PO4640171635	3399.9900	2039.9940	2	4079.988000	0
PO4640171635	9.5000	5.7000	1	5.700000	0
PO4640171635	48.0673	28.8404	3	86.521200	0
PO4756114642	699.0982	419.4589	1	419.458900	0
PO4756114642	699.0982	419.4589	1	419.458900	0
PO4756114642	8.6442	5.1865	3	15.559500	0
PO4756114642	1457.9900	874.7940	2	1749.588000	0
PO4669162900	48.0673	28.8404	5	144.202000	0
PO5307147108	1349.6000	809.7600	2	1619.520000	0
PO5307147108	1204.3248	722.5949	1	722.594900	0
PO5597180446	3374.9900	2024.9940	3	6074.982000	0
PO5597180446	3399.9900	2039.9940	6	12239.964000	0
PO5597180446	3399.9900	2039.9940	1	2039.994000	0
PO5597180446	1191.1739	714.7043	2	1429.408600	0
PO5597180446	33.6442	20.1865	1	20.186500	0
PO5597180446	1364.5000	818.7000	1	818.700000	0
PO5597180446	8.6442	5.1865	2	10.373000	0
PO5597180446	1204.3248	722.5949	1	722.594900	0
PO5597180446	3399.9900	2039.9940	2	4079.988000	0
PO5597180446	1349.6000	809.7600	1	809.760000	0
PO5597180446	3374.9900	2024.9940	3	6074.982000	0
PO5597180446	33.6442	20.1865	3	60.559500	0
PO5597180446	48.0673	28.8404	1	28.840400	0
PO5597180446	1204.3248	722.5949	2	1445.189800	0
PO5597180446	3374.9900	2024.9940	5	10124.970000	0
PO5597180446	33.6442	20.1865	1	20.186500	0
PO5597180446	48.0673	28.8404	6	173.042400	0
PO5220181334	1191.1739	714.7043	4	2858.817200	0
PO5220181334	3399.9900	2039.9940	5	10199.970000	0
PO5220181334	3399.9900	2039.9940	5	10199.970000	0
PO5220181334	1204.3248	722.5949	3	2167.784700	0
PO5220181334	3374.9900	2024.9940	9	18224.946000	0
PO5220181334	1204.3248	722.5949	1	722.594900	0
PO5220181334	3399.9900	2039.9940	2	4079.988000	0
PO5220181334	1349.6000	809.7600	3	2429.280000	0
PO5220181334	3374.9900	2024.9940	8	16199.952000	0
PO5220181334	1191.1739	714.7043	2	1429.408600	0
PO5220181334	9.5000	5.7000	5	28.500000	0
PO5220181334	3374.9900	2024.9940	2	4049.988000	0
PO5220181334	3374.9900	2024.9940	5	10124.970000	0
PO5220181334	3399.9900	2039.9940	2	4079.988000	0
PO6322139904	594.8300	356.8980	1	356.898000	0
PO6322139904	699.0982	419.4589	1	419.458900	0
PO5974142949	699.0982	419.4589	2	838.917800	0
PO6786162636	699.0982	419.4589	2	838.917800	0
PO6786162636	1457.9900	874.7940	2	1749.588000	0
PO6786162636	48.0673	28.8404	3	86.521200	0
PO6786162636	594.8300	356.8980	1	356.898000	0
PO6786162636	33.6442	20.1865	4	80.746000	0
PO6786162636	699.0982	419.4589	2	838.917800	0
PO6786162636	297.6346	178.5808	1	178.580800	0
PO6786162636	33.6442	20.1865	1	20.186500	0
PO6786162636	1457.9900	874.7940	3	2624.382000	0
PO6786162636	306.5636	183.9382	1	183.938200	0
PO6786162636	699.0982	419.4589	2	838.917800	0
PO6786162636	8.6442	5.1865	4	20.746000	0
PO6786162636	306.5636	183.9382	3	551.814600	0
PO6786162636	699.0982	419.4589	5	2097.294500	0
PO6786162636	306.5636	183.9382	2	367.876400	0
PO6786162636	699.0982	419.4589	3	1258.376700	0
PO6786162636	1457.9900	874.7940	2	1749.588000	0
PO6786162636	48.0673	28.8404	4	115.361600	0
PO6786162636	297.6346	178.5808	3	535.742400	0
PO7192141378	3399.9900	2039.9940	4	8159.976000	0
PO7192141378	3374.9900	2024.9940	2	4049.988000	0
PO7192141378	3399.9900	2039.9940	2	4079.988000	0
PO7192141378	3399.9900	2039.9940	1	2039.994000	0
PO7192141378	3399.9900	2039.9940	1	2039.994000	0
PO7192141378	9.5000	5.5100	12	64.797600	0
PO7192141378	3374.9900	2024.9940	2	4049.988000	0
PO7192141378	3374.9900	2024.9940	2	4049.988000	0
PO7192141378	9.5000	5.7000	5	28.500000	0
PO7192141378	3374.9900	2024.9940	3	6074.982000	0
PO7192141378	48.0673	28.8404	4	115.361600	0
PO6873114466	699.0982	419.4589	2	838.917800	0
PO6873114466	1457.9900	874.7940	1	874.794000	0
PO6873114466	699.0982	419.4589	1	419.458900	0
PO7395149652	3374.9900	2024.9940	2	4049.988000	0
PO7569171528	3374.9900	2024.9940	5	10124.970000	0
PO7569171528	1204.3248	722.5949	2	1445.189800	0
PO7569171528	48.0673	28.8404	2	57.680800	0
PO7569171528	9.5000	5.2250	15	74.456250	0
PO7569171528	3399.9900	2039.9940	8	16319.952000	0
PO7569171528	48.0673	28.8404	3	86.521200	0
PO7569171528	3399.9900	2039.9940	2	4079.988000	0
PO7569171528	1204.3248	722.5949	1	722.594900	0
PO7569171528	3374.9900	2024.9940	3	6074.982000	0
PO7569171528	1191.1739	714.7043	4	2858.817200	0
PO7569171528	3374.9900	2024.9940	5	10124.970000	0
PO7569171528	3374.9900	2024.9940	3	6074.982000	0
PO7569171528	1191.1739	714.7043	3	2144.112900	0
PO7569171528	33.6442	20.1865	4	80.746000	0
PO7569171528	1349.6000	809.7600	3	2429.280000	0
PO7569171528	1204.3248	722.5949	2	1445.189800	0
PO7569171528	3399.9900	2039.9940	7	14279.958000	0
PO7569171528	3399.9900	1971.9942	12	23190.651792	0
PO7569171528	1364.5000	818.7000	3	2456.100000	0
PO7569171528	33.6442	20.1865	2	40.373000	0
PO7946119769	699.0982	419.4589	3	1258.376700	0
PO7946119769	1457.9900	874.7940	5	4373.970000	0
PO7946119769	1457.9900	874.7940	2	1749.588000	0
PO7946119769	699.0982	419.4589	2	838.917800	0
PO7946119769	699.0982	419.4589	3	1258.376700	0
PO7946119769	699.0982	419.4589	4	1677.835600	0
PO7946119769	699.0982	419.4589	3	1258.376700	0
PO7946119769	699.0982	419.4589	3	1258.376700	0
PO9483142524	699.0982	419.4589	6	2516.753400	0
PO9483142524	3578.2700	2146.9620	2	4293.924000	0
PO9483142524	699.0982	419.4589	9	3775.130100	0
PO9483142524	33.6442	20.1865	7	141.305500	0
PO9483142524	1263.4598	758.0759	1	758.075900	0
PO9483142524	1457.9900	874.7940	5	4373.970000	0
PO9483142524	699.0982	419.4589	1	419.458900	0
PO9483142524	1457.9900	874.7940	8	6998.352000	0
PO9483142524	306.5636	183.9382	1	183.938200	0
PO9483142524	1263.4598	758.0759	2	1516.151800	0
PO9483142524	33.6442	20.1865	7	141.305500	0
PO9483142524	1457.9900	874.7940	5	4373.970000	0
PO9483142524	306.5636	183.9382	3	551.814600	0
PO9483142524	48.0673	28.8404	4	115.361600	0
PO9483142524	48.0673	28.8404	4	115.361600	0
PO9483142524	8.6442	5.1865	6	31.119000	0
PO9483142524	699.0982	419.4589	5	2097.294500	0
PO9483142524	48.0673	27.8790	12	327.857040	0
PO9483142524	699.0982	419.4589	8	3355.671200	0
PO9483142524	3578.2700	2146.9620	4	8587.848000	0
PO9483142524	297.6346	178.5808	2	357.161600	0
PO9483142524	699.0982	419.4589	3	1258.376700	0
PO9483142524	594.8300	356.8980	5	1784.490000	0
PO9483142524	699.0982	419.4589	6	2516.753400	0
PO9483142524	306.5636	183.9382	2	367.876400	0
PO9483142524	297.6346	178.5808	2	357.161600	0
PO9483142524	699.0982	419.4589	1	419.458900	0
PO9483142524	699.0982	419.4589	10	4194.589000	0
PO9483142524	594.8300	356.8980	8	2855.184000	0
PO9483142524	297.6346	178.5808	1	178.580800	0
PO9483142524	306.5636	183.9382	5	919.691000	0
PO9483142524	33.6442	20.1865	3	60.559500	0
PO9541179114	8.6442	5.1865	2	10.373000	0
PO9541179114	3399.9900	2039.9940	2	4079.988000	0
PO9541179114	3374.9900	2024.9940	4	8099.976000	0
PO9541179114	33.6442	20.1865	1	20.186500	0
PO9541179114	48.0673	28.8404	4	115.361600	0
PO9541179114	48.0673	28.8404	1	28.840400	0
PO9541179114	1191.1739	714.7043	1	714.704300	0
PO9541179114	33.6442	20.1865	1	20.186500	0
PO9541179114	3399.9900	2039.9940	2	4079.988000	0
PO9541179114	33.6442	20.1865	2	40.373000	0
PO9541179114	3374.9900	2024.9940	2	4049.988000	0
PO9541179114	48.0673	28.8404	1	28.840400	0
PO9541179114	3374.9900	2024.9940	6	12149.964000	0
PO9106161251	1191.1739	714.7043	2	1429.408600	0
PO9106161251	3399.9900	2039.9940	3	6119.982000	0
PO9106161251	1349.6000	809.7600	2	1619.520000	0
PO9106161251	3374.9900	2024.9940	2	4049.988000	0
PO9106161251	9.5000	5.7000	3	17.100000	0
PO9106161251	1364.5000	818.7000	3	2456.100000	0
PO9106161251	3374.9900	2024.9940	3	6074.982000	0
PO9106161251	3374.9900	2024.9940	5	10124.970000	0
PO9106161251	1191.1739	714.7043	1	714.704300	0
PO9106161251	3374.9900	2024.9940	4	8099.976000	0
PO9019144492	3374.9900	2024.9940	2	4049.988000	0
PO9019144492	3399.9900	2039.9940	2	4079.988000	0
PO9019144492	48.0673	28.8404	1	28.840400	0
PO9019144492	3399.9900	2039.9940	2	4079.988000	0
PO9019144492	1364.5000	818.7000	1	818.700000	0
PO9019144492	3374.9900	2024.9940	2	4049.988000	0
PO9599152040	1457.9900	874.7940	1	874.794000	0
PO9599152040	3578.2700	2146.9620	3	6440.886000	0
PO9599152040	699.0982	419.4589	5	2097.294500	0
PO9599152040	306.5636	183.9382	2	367.876400	0
PO9599152040	3578.2700	2146.9620	1	2146.962000	0
PO9599152040	306.5636	183.9382	4	735.752800	0
PO9599152040	3578.2700	2146.9620	3	6440.886000	0
PO9599152040	1457.9900	874.7940	5	4373.970000	0
PO9599152040	699.0982	419.4589	2	838.917800	0
PO9599152040	699.0982	419.4589	3	1258.376700	0
PO9599152040	699.0982	419.4589	2	838.917800	0
PO9599152040	1457.9900	874.7940	3	2624.382000	0
PO9599152040	1457.9900	874.7940	1	874.794000	0
PO9599152040	699.0982	419.4589	2	838.917800	0
PO9599152040	699.0982	419.4589	1	419.458900	0
PO9599152040	297.6346	178.5808	3	535.742400	0
PO9599152040	3578.2700	2146.9620	2	4293.924000	0
PO9599152040	699.0982	419.4589	3	1258.376700	0
PO9599152040	699.0982	419.4589	1	419.458900	0
PO9599152040	594.8300	356.8980	2	713.796000	0
PO9599152040	297.6346	178.5808	2	357.161600	0
PO9599152040	699.0982	419.4589	3	1258.376700	0
PO9599152040	1457.9900	874.7940	5	4373.970000	0
PO9599152040	306.5636	183.9382	2	367.876400	0
PO9599152040	699.0982	419.4589	3	1258.376700	0
PO9599152040	3578.2700	2146.9620	1	2146.962000	0
PO9802159756	699.0982	419.4589	2	838.917800	0
PO9802159756	8.6442	5.1865	2	10.373000	0
PO9802159756	1457.9900	874.7940	2	1749.588000	0
PO9802159756	48.0673	28.8404	4	115.361600	0
PO9802159756	699.0982	419.4589	2	838.917800	0
PO9802159756	699.0982	419.4589	3	1258.376700	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3374.9900	3374.9900	1	3374.990000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	699.0982	699.0982	1	699.098200	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3374.9900	3374.9900	1	3374.990000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3374.9900	3374.9900	1	3374.990000	0
NULL	3399.9900	3399.9900	1	3399.990000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3399.9900	3399.9900	1	3399.990000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	699.0982	699.0982	1	699.098200	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3374.9900	3374.9900	1	3374.990000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3374.9900	3374.9900	1	3374.990000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3399.9900	3399.9900	1	3399.990000	0
NULL	3374.9900	3374.9900	1	3374.990000	0
NULL	699.0982	699.0982	1	699.098200	0
NULL	699.0982	699.0982	1	699.098200	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3374.9900	3374.9900	1	3374.990000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	699.0982	699.0982	1	699.098200	0
NULL	699.0982	699.0982	1	699.098200	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3374.9900	3374.9900	1	3374.990000	0
NULL	3374.9900	3374.9900	1	3374.990000	0
NULL	3374.9900	3374.9900	1	3374.990000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3399.9900	3399.9900	1	3399.990000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	699.0982	699.0982	1	699.098200	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0

Step 3: Let's use our query execution DMVs to determine how many times each of the scalar UDFs were executed. You will find that the UDFs were executed once for each row returned by the query.

In [13]:

SET NOCOUNT ON;
SELECT  OBJECT_NAME (T.objectid) as [Function Name], QS.execution_count as [Execution Count]
FROM    sys.dm_exec_query_stats QS
        CROSS APPLY sys.dm_exec_sql_text(sql_handle) T
WHERE  T.objectid in (object_id('ufnGetStock'),object_id('ufnGetProductListPrice'));

-- Create an Extended Event session to track the UDF inlining 
CREATE EVENT SESSION [XE_InlineScalarUDF] ON SERVER 
ADD EVENT sqlserver.query_tsql_scalar_udf_inlined(
    ACTION(sqlserver.client_app_name,sqlserver.client_hostname,sqlserver.database_id,sqlserver.query_hash,sqlserver.query_plan_hash,sqlserver.session_id,sqlserver.sql_text,sqlserver.username)),
ADD EVENT sqlserver.tsql_scalar_udf_not_inlineable(
    ACTION(sqlserver.client_app_name,sqlserver.client_hostname,sqlserver.database_id,sqlserver.query_hash,sqlserver.query_plan_hash,sqlserver.session_id,sqlserver.sql_text,sqlserver.username))
ADD TARGET package0.event_file(SET filename=N'XE_InlineScalarUDF')
WITH (MAX_MEMORY=4096 KB,EVENT_RETENTION_MODE=ALLOW_SINGLE_EVENT_LOSS,MAX_DISPATCH_LATENCY=30 SECONDS,MAX_EVENT_SIZE=0 KB,MEMORY_PARTITION_MODE=NONE,TRACK_CAUSALITY=OFF,STARTUP_STATE=OFF)
GO

Out [13]:

Commands completed successfully.

Total execution time: 00:00:00.030

Function Name	Execution Count
ufnGetProductListPrice	121317
ufnGetStock	121317

Step 4: Let us now look at how the perofrmance of the same query with inline UDFs. You will notice that his query finishes faster than what we saw in Step 3.

In [14]:

USE AdventureWorks2017
GO
-- Set compatibility level to 150 to demonstrate UDF inlining
ALTER DATABASE AdventureWorks2017 SET compatibility_level = 150
-- Start the Extended Event Session
ALTER EVENT SESSION [XE_InlineScalarUDF] ON SERVER STATE = START
ALTER DATABASE SCOPED CONFIGURATION CLEAR PROCEDURE_CACHE;
GO
-- Execute the query
SELECT  OH.PurchaseOrderNumber , 
        dbo.ufnGetProductListPrice(OD.ProductID, OH.OrderDate) ListPrice ,
        OD.UnitPRice ,
        OD.OrderQty ,
        OD.LineTotal ,
        dbo.ufnGetStock(OD.ProductID) RemainingStock
FROM    Sales.SalesOrderHeader OH
        INNER JOIN Sales.SalesOrderDetail OD 
        ON OH.SalesOrderID = OD.SalesOrderID
OPTION (RECOMPILE)
GO
-- Start the Extended Event Session
ALTER EVENT SESSION [XE_InlineScalarUDF] ON SERVER STATE = STOP

Out [14]:

Commands completed successfully.

Commands completed successfully.

Commands completed successfully.

Displaying Top 5000 rows.

Commands completed successfully.

Total execution time: 00:00:01.608

PurchaseOrderNumber	ListPrice	UnitPRice	OrderQty	LineTotal	RemainingStock
PO13978119376	48.0673	28.8404	1	28.840400	0
PO12499138177	48.0673	28.8404	1	28.840400	0
PO2900174093	48.0673	28.8404	5	144.202000	0
PO8874137222	48.0673	28.8404	1	28.840400	0
PO3915123127	48.0673	28.8404	3	86.521200	0
PO8468183786	48.0673	28.8404	4	115.361600	0
PO16472151816	48.0673	28.8404	4	115.361600	0
PO3915144057	48.0673	28.8404	3	86.521200	0
PO11600132440	48.0673	28.8404	5	144.202000	0
PO16327170541	48.0673	28.8404	5	144.202000	0
PO14471123403	48.0673	28.8404	1	28.840400	0
PO10440182311	48.0673	28.8404	6	173.042400	0
PO1827149671	48.0673	28.8404	1	28.840400	0
PO1798140269	48.0673	28.8404	4	115.361600	0
PO1189177803	48.0673	28.8404	2	57.680800	0
PO5191115657	48.0673	28.8404	2	57.680800	0
PO6438197212	48.0673	28.8404	2	57.680800	0
PO10701186775	48.0673	27.8790	13	355.178460	0
PO6786128920	48.0673	27.8790	12	327.857040	0
PO3538157862	48.0673	28.8404	2	57.680800	0
PO4495116659	48.0673	28.8404	3	86.521200	0
PO6235159004	48.0673	28.8404	1	28.840400	0
PO8787194061	48.0673	28.8404	8	230.723200	0
PO14993121765	48.0673	28.8404	1	28.840400	0
PO6641155631	48.0673	28.8404	3	86.521200	0
PO16617121983	48.0673	28.8404	1	28.840400	0
PO16733124458	48.0673	28.8404	1	28.840400	0
PO2030112412	48.0673	28.8404	2	57.680800	0
PO4901196283	48.0673	28.8404	2	57.680800	0
PO12586158748	48.0673	28.8404	1	28.840400	0
PO10817110834	48.0673	28.8404	4	115.361600	0
PO9831178966	48.0673	27.8790	12	327.857040	0
PO522145787	48.0673	28.8404	1	28.840400	0
PO10817150168	48.0673	28.8404	1	28.840400	0
PO7859187017	48.0673	28.8404	4	115.361600	0
PO11919119101	48.0673	28.8404	1	28.840400	0
PO1827151513	48.0673	28.8404	1	28.840400	0
PO8845169807	48.0673	28.8404	2	57.680800	0
PO17545123793	48.0673	27.8790	11	300.535620	0
PO5597154214	48.0673	28.8404	8	230.723200	0
PO9570119946	48.0673	28.8404	1	28.840400	0
PO7859142972	48.0673	28.8404	10	288.404000	0
PO14732180295	48.0673	28.8404	1	28.840400	0
PO5858178400	48.0673	28.8404	1	28.840400	0
PO4901118407	48.0673	28.8404	4	115.361600	0
PO18299142683	48.0673	28.8404	3	86.521200	0
PO17574111786	48.0673	28.8404	6	173.042400	0
PO9483189305	48.0673	28.8404	5	144.202000	0
PO19343197973	48.0673	28.8404	9	259.563600	0
PO18299110324	48.0673	28.8404	5	144.202000	0
PO18473189620	48.0673	28.8404	2	57.680800	0
PO8120182325	48.0673	28.8404	3	86.521200	0
PO9657130250	48.0673	28.8404	3	86.521200	0
PO16327172067	48.0673	28.8404	6	173.042400	0
PO12586178184	48.0673	28.8404	3	86.521200	0
PO11484122930	48.0673	28.8404	5	144.202000	0
PO3509195138	48.0673	28.8404	7	201.882800	0
PO6699130779	48.0673	28.8404	4	115.361600	0
PO5858128971	48.0673	28.8404	4	115.361600	0
PO261128364	48.0673	28.8404	2	57.680800	0
PO7656175368	48.0673	28.8404	3	86.521200	0
PO19488118734	48.0673	28.8404	2	57.680800	0
PO15138128112	48.0673	28.8404	4	115.361600	0
PO10614138214	48.0673	28.8404	3	86.521200	0
PO2813155355	48.0673	28.8404	7	201.882800	0
PO12644161356	48.0673	28.8404	10	288.404000	0
PO2494191557	48.0673	28.8404	8	230.723200	0
PO6467187386	48.0673	28.8404	5	144.202000	0
PO12499190711	48.0673	28.8404	3	86.521200	0
PO10440184078	48.0673	28.8404	5	144.202000	0
PO12557127067	48.0673	28.8404	4	115.361600	0
PO11600128380	48.0673	28.8404	1	28.840400	0
PO3799116239	48.0673	28.8404	2	57.680800	0
PO11861165059	9.5000	5.7000	4	22.800000	0
PO8120182325	9.5000	5.7000	6	34.200000	0
PO19923118772	9.5000	5.7000	2	11.400000	0
PO12586178184	9.5000	5.7000	2	11.400000	0
PO2146148184	9.5000	5.7000	3	17.100000	0
PO5858128971	9.5000	5.7000	1	5.700000	0
PO5800111159	9.5000	5.7000	2	11.400000	0
PO17574182721	9.5000	5.7000	4	22.800000	0
PO16211194171	9.5000	5.7000	4	22.800000	0
PO14529112624	9.5000	5.7000	2	11.400000	0
PO2726163521	9.5000	5.7000	4	22.800000	0
PO12586158748	9.5000	5.7000	6	34.200000	0
PO5568111446	9.5000	5.7000	2	11.400000	0
PO6438146078	9.5000	5.7000	4	22.800000	0
PO7221197705	9.5000	5.7000	3	17.100000	0
PO16037118184	9.5000	5.7000	2	11.400000	0
PO10759149389	9.5000	5.7000	10	57.000000	0
PO14471123403	9.5000	5.7000	2	11.400000	0
PO10440182311	9.5000	5.7000	4	22.800000	0
PO5684189260	9.5000	5.7000	5	28.500000	0
PO609120236	9.5000	5.7000	2	11.400000	0
PO2958131179	9.5000	5.7000	4	22.800000	0
PO7830178569	9.5000	5.5100	14	75.597200	0
PO8874137222	9.5000	5.7000	2	11.400000	0
PO14384116310	9.5000	5.7000	2	11.400000	0
PO10179176559	9.5000	5.7000	2	11.400000	0
PO17313123131	9.5000	5.7000	2	11.400000	0
PO10759119626	9.5000	5.2250	21	104.238750	0
PO6438197212	9.5000	4.7500	26	111.150000	0
PO7830112696	9.5000	5.7000	5	28.500000	0
PO5684113284	9.5000	5.7000	10	57.000000	0
PO7917111421	9.5000	5.7000	4	22.800000	0
PO2552113807	9.5000	5.7000	6	34.200000	0
PO609186449	9.5000	5.7000	8	45.600000	0
PO5568199700	9.5000	5.7000	8	45.600000	0
PO5858178400	9.5000	5.7000	6	34.200000	0
PO16211190433	9.5000	5.7000	2	11.400000	0
PO3799119166	9.5000	5.2250	19	94.311250	0
PO522145787	9.5000	5.7000	6	34.200000	0
PO11919119101	9.5000	5.7000	5	28.500000	0
PO17313168713	9.5000	5.7000	2	11.400000	0
PO14529163242	9.5000	5.7000	4	22.800000	0
PO10440184078	9.5000	5.7000	6	34.200000	0
PO16588191572	9.5000	5.7000	6	34.200000	0
PO13862153537	9.5000	5.7000	6	34.200000	0
PO2146115360	9.5000	5.7000	4	22.800000	0
PO3799116239	9.5000	5.7000	10	57.000000	0
PO7917120732	9.5000	5.7000	4	22.800000	0
PO18937118744	9.5000	5.7000	2	11.400000	0
PO4089171650	9.5000	5.7000	2	11.400000	0
PO18299160578	9.5000	5.7000	4	22.800000	0
PO9019160859	9.5000	5.7000	5	28.500000	0
PO13862173868	9.5000	5.7000	6	34.200000	0
PO17574175064	9.5000	5.7000	10	57.000000	0
PO16588183754	9.5000	5.2250	23	114.166250	0
PO2958194987	9.5000	5.7000	8	45.600000	0
PO20155139653	9.5000	5.7000	2	11.400000	0
PO10382198471	9.5000	5.7000	10	57.000000	0
PO5597130894	9.5000	5.7000	2	11.400000	0
PO16617161291	9.5000	5.5100	12	64.797600	0
PO13543153598	9.5000	5.7000	6	34.200000	0
PO1885177550	9.5000	5.5100	14	75.597200	0
PO4640111403	9.5000	5.7000	5	28.500000	0
PO14964111594	9.5000	5.7000	2	11.400000	0
PO13746121367	9.5000	5.2250	22	109.202500	0
PO13543119495	9.5000	5.7000	6	34.200000	0
PO5220129819	9.5000	5.7000	6	34.200000	0
PO9106111486	9.5000	5.7000	6	34.200000	0
PO14384127524	9.5000	5.7000	3	17.100000	0
PO19691162154	9.5000	5.7000	6	34.200000	0
PO19923199302	9.5000	5.7000	3	17.100000	0
PO17313170717	9.5000	5.7000	5	28.500000	0
PO12586180466	9.5000	5.7000	7	39.900000	0
PO13775141242	33.6442	20.1865	4	80.746000	0
PO10730130087	33.6442	20.1865	4	80.746000	0
PO13572145817	33.6442	20.1865	2	40.373000	0
PO12499138177	33.6442	20.1865	5	100.932500	0
PO6641115253	33.6442	20.1865	2	40.373000	0
PO2900174093	33.6442	20.1865	2	40.373000	0
PO8874137222	33.6442	20.1865	2	40.373000	0
PO2233131382	33.6442	20.1865	2	40.373000	0
PO3915123127	33.6442	19.5136	14	267.726592	0
PO8120182325	33.6442	20.1865	2	40.373000	0
PO9657130250	33.6442	20.1865	1	20.186500	0
PO16327172067	33.6442	20.1865	4	80.746000	0
PO12586178184	33.6442	20.1865	2	40.373000	0
PO11484122930	33.6442	16.8221	10	151.398900	0
PO3509195138	33.6442	16.8221	4	60.559560	0
PO6699130779	33.6442	16.8221	5	75.699450	0
PO5858128971	33.6442	20.1865	4	80.746000	0
PO261128364	33.6442	20.1865	1	20.186500	0
PO10295132665	33.6442	20.1865	1	20.186500	0
PO16327170541	33.6442	20.1865	2	40.373000	0
PO11600132440	33.6442	20.1865	6	121.119000	0
PO14471123403	33.6442	20.1865	1	20.186500	0
PO10440182311	33.6442	20.1865	4	80.746000	0
PO5684189260	33.6442	20.1865	2	40.373000	0
PO5800178059	33.6442	20.1865	1	20.186500	0
PO4930144247	33.6442	16.8221	4	60.559560	0
PO10237173444	33.6442	16.8221	4	60.559560	0
PO10614138214	33.6442	20.1865	2	40.373000	0
PO2813155355	33.6442	19.5136	11	210.356608	0
PO2494191557	33.6442	16.8221	8	121.119120	0
PO6467187386	33.6442	16.8221	10	151.398900	0
PO12499190711	33.6442	20.1865	1	20.186500	0
PO10440184078	33.6442	20.1865	1	20.186500	0
PO16588191572	33.6442	20.1865	1	20.186500	0
PO12557127067	33.6442	20.1865	4	80.746000	0
PO11049174786	33.6442	20.1865	1	20.186500	0
PO10817150168	33.6442	20.1865	1	20.186500	0
PO7859187017	33.6442	20.1865	4	80.746000	0
PO11919119101	33.6442	20.1865	2	40.373000	0
PO14471199142	33.6442	20.1865	1	20.186500	0
PO1827151513	33.6442	20.1865	1	20.186500	0
PO8845169807	33.6442	20.1865	3	60.559500	0
PO17545123793	33.6442	19.5136	12	229.479936	0
PO841143108	33.6442	20.1865	2	40.373000	0
PO5597154214	33.6442	20.1865	6	121.119000	0
PO1189177803	33.6442	20.1865	1	20.186500	0
PO18676186169	33.6442	20.1865	1	20.186500	0
PO7830112696	33.6442	20.1865	5	100.932500	0
PO10701186775	33.6442	20.1865	10	201.865000	0
PO6786128920	33.6442	20.1865	2	40.373000	0
PO10527141970	33.6442	16.8221	4	60.559560	0
PO6235159004	33.6442	16.8221	2	30.279780	0
PO4495116659	33.6442	16.8221	5	75.699450	0
PO14732180295	33.6442	20.1865	2	40.373000	0
PO2552113807	33.6442	20.1865	3	60.559500	0
PO18386167654	33.6442	20.1865	1	20.186500	0
PO4901118407	33.6442	20.1865	6	121.119000	0
PO18299142683	33.6442	20.1865	2	40.373000	0
PO17574111786	33.6442	20.1865	5	100.932500	0
PO9483189305	33.6442	20.1865	5	100.932500	0
PO16733124458	33.6442	20.1865	2	40.373000	0
PO4901196283	33.6442	20.1865	5	100.932500	0
PO12586158748	33.6442	20.1865	5	100.932500	0
PO11861116846	33.6442	16.8221	5	75.699450	0
PO10817110834	33.6442	16.8221	3	45.419670	0
PO9831178966	33.6442	16.8221	8	121.119120	0
PO16472151816	33.6442	20.1865	1	20.186500	0
PO8468183786	33.6442	20.1865	4	80.746000	0
PO9715175233	33.6442	20.1865	2	40.373000	0
PO19488171523	33.6442	20.1865	3	60.559500	0
PO1740119260	33.6442	20.1865	1	20.186500	0
PO2697134276	33.6442	20.1865	3	60.559500	0
PO9483193232	33.6442	20.1865	2	40.373000	0
PO13978119376	33.6442	20.1865	1	20.186500	0
PO13775141242	33.6442	20.1865	1	20.186500	0
PO10730130087	33.6442	20.1865	1	20.186500	0
PO13572145817	33.6442	20.1865	4	80.746000	0
PO12499138177	33.6442	20.1865	2	40.373000	0
PO2900174093	33.6442	20.1865	2	40.373000	0
PO8874137222	33.6442	20.1865	1	20.186500	0
PO2233131382	33.6442	20.1865	6	121.119000	0
PO3915123127	33.6442	20.1865	6	121.119000	0
PO8468183786	33.6442	20.1865	3	60.559500	0
PO10614179686	33.6442	20.1865	2	40.373000	0
PO16327170541	33.6442	20.1865	4	80.746000	0
PO11600132440	33.6442	20.1865	3	60.559500	0
PO10759149389	33.6442	20.1865	1	20.186500	0
PO7656113434	33.6442	20.1865	1	20.186500	0
PO14471123403	33.6442	20.1865	2	40.373000	0
PO10440182311	33.6442	20.1865	5	100.932500	0
PO1827149671	33.6442	20.1865	3	60.559500	0
PO5684189260	33.6442	20.1865	1	20.186500	0
PO17545171443	33.6442	20.1865	5	100.932500	0
PO14268145224	33.6442	20.1865	5	100.932500	0
PO14906181917	33.6442	20.1865	2	40.373000	0
PO10237173444	33.6442	16.8221	4	60.559560	0
PO522145787	33.6442	20.1865	4	80.746000	0
PO10817150168	33.6442	20.1865	3	60.559500	0
PO7859187017	33.6442	20.1865	3	60.559500	0
PO11919119101	33.6442	20.1865	1	20.186500	0
PO2523117473	33.6442	20.1865	2	40.373000	0
PO14471199142	33.6442	20.1865	3	60.559500	0
PO12557162961	33.6442	20.1865	3	60.559500	0
PO1827151513	33.6442	20.1865	3	60.559500	0
PO6293165974	33.6442	20.1865	1	20.186500	0
PO8845169807	33.6442	20.1865	2	40.373000	0
PO20213151529	33.6442	20.1865	2	40.373000	0
PO17545123793	33.6442	20.1865	6	121.119000	0
PO841143108	33.6442	20.1865	6	121.119000	0
PO18473189620	33.6442	20.1865	2	40.373000	0
PO12412186464	33.6442	20.1865	5	100.932500	0
PO9657130250	33.6442	20.1865	5	100.932500	0
PO16327172067	33.6442	20.1865	4	80.746000	0
PO11484122930	33.6442	16.8221	6	90.839340	0
PO3509195138	33.6442	16.8221	8	121.119120	0
PO6699130779	33.6442	16.8221	4	60.559560	0
PO261128364	33.6442	20.1865	1	20.186500	0
PO8903162839	33.6442	20.1865	1	20.186500	0
PO10614138214	33.6442	20.1865	3	60.559500	0
PO2813155355	33.6442	20.1865	5	100.932500	0
PO2494191557	33.6442	16.8221	16	242.238240	0
PO6467187386	33.6442	16.8221	9	136.259010	0
PO16646111452	33.6442	20.1865	1	20.186500	0
PO12499190711	33.6442	20.1865	5	100.932500	0
PO10440184078	33.6442	20.1865	5	100.932500	0
PO16588191572	33.6442	20.1865	2	40.373000	0
PO12557127067	33.6442	20.1865	2	40.373000	0
PO11600128380	33.6442	20.1865	5	100.932500	0
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NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
PO11658167469	33.6442	20.1865	5	100.932500	0
PO16414158832	33.6442	20.1865	9	181.678500	0
PO11745112366	33.6442	20.1865	2	40.373000	0
PO841195010	33.6442	20.1865	4	80.746000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
PO9396130858	34.9900	20.9940	8	167.952000	0
PO9628113784	34.9900	20.9940	6	125.964000	0
PO6119138590	34.9900	20.9940	2	41.988000	0
PO5539128997	34.9900	20.9940	6	125.964000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
PO5481190237	34.9900	20.9940	4	83.976000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
PO10440138648	33.6442	20.1865	5	100.932500	0
PO3799116414	33.6442	20.1865	1	20.186500	0
PO4901179982	33.6442	20.1865	6	121.119000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
PO12151155457	34.9900	20.9940	3	62.982000	0
PO4002170204	34.9900	20.9940	5	104.970000	0
NULL	34.9900	34.9900	1	34.990000	0
PO6438122669	33.6442	20.1865	4	80.746000	0
PO19488180017	33.6442	20.1865	3	60.559500	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
PO7192178651	34.9900	20.9940	1	20.994000	0
PO6786150961	34.9900	20.2942	12	238.659792	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
PO2813121313	34.9900	20.2942	14	278.436424	0
PO14239178578	34.9900	20.9940	1	20.994000	0
PO6525119586	1240.4545	744.2727	2	1488.545400	0
PO15370194449	1240.4545	744.2727	3	2232.818100	0
PO3828165579	1364.5000	818.7000	2	1637.400000	0
PO5858123072	1240.4545	744.2727	2	1488.545400	0
PO7047187583	1364.5000	818.7000	1	818.700000	0
PO7047118388	1364.5000	818.7000	2	1637.400000	0
PO18299187625	1204.3248	722.5949	1	722.594900	0
PO8671111477	1364.5000	818.7000	2	1637.400000	0
PO10324197030	1364.5000	818.7000	1	818.700000	0
PO5597199820	1364.5000	818.7000	2	1637.400000	0
PO2900111031	1204.3248	722.5949	1	722.594900	0
PO8033148787	1364.5000	818.7000	1	818.700000	0
PO9715186811	1364.5000	818.7000	5	4093.500000	0
PO15370120234	1364.5000	818.7000	2	1637.400000	0
PO10324191521	1364.5000	818.7000	4	3274.800000	0
PO5858143254	1240.4545	744.2727	3	2232.818100	0
PO18473174493	1364.5000	818.7000	3	2456.100000	0
PO6757122081	1364.5000	818.7000	1	818.700000	0
PO14964184059	1204.3248	722.5949	1	722.594900	0
PO1972142380	1364.5000	818.7000	1	818.700000	0
PO6757194680	1364.5000	818.7000	3	2456.100000	0
PO11223142410	1364.5000	818.7000	1	818.700000	0
PO12702151034	1364.5000	818.7000	4	3274.800000	0
PO3654118854	1364.5000	818.7000	2	1637.400000	0
PO13543176259	1204.3248	722.5949	2	1445.189800	0
PO8671197482	1364.5000	818.7000	3	2456.100000	0
PO2668147145	1364.5000	818.7000	2	1637.400000	0
PO17574147002	1204.3248	722.5949	2	1445.189800	0
PO6525176590	1364.5000	818.7000	4	3274.800000	0
PO3654153385	1364.5000	818.7000	3	2456.100000	0
PO12702116983	1364.5000	818.7000	3	2456.100000	0
PO17574111985	1364.5000	818.7000	6	4912.200000	0
PO10150192457	1364.5000	818.7000	1	818.700000	0
PO14123112135	1204.3248	722.5949	2	1445.189800	0
PO5800191682	1364.5000	818.7000	1	818.700000	0
PO2697147596	1204.3248	722.5949	2	1445.189800	0
PO3654150499	1240.4545	744.2727	2	1488.545400	0
PO2668146931	1364.5000	818.7000	2	1637.400000	0
PO11629116216	1240.4545	744.2727	2	1488.545400	0
PO6525193011	1240.4545	744.2727	3	2232.818100	0
PO19169115427	1364.5000	818.7000	1	818.700000	0
PO5597180446	1204.3248	722.5949	2	1445.189800	0
PO18473129920	1204.3248	722.5949	1	722.594900	0
PO7047142102	1364.5000	818.7000	1	818.700000	0
PO3654177498	1364.5000	818.7000	2	1637.400000	0
PO13688193778	1364.5000	818.7000	1	818.700000	0
PO1711155302	1364.5000	818.7000	4	3274.800000	0
PO18473194134	1364.5000	818.7000	3	2456.100000	0
PO7569171528	1204.3248	722.5949	2	1445.189800	0
PO11368134457	1364.5000	818.7000	2	1637.400000	0
PO3828155781	1364.5000	818.7000	2	1637.400000	0
PO4495115494	1364.5000	818.7000	4	3274.800000	0
PO18473117778	1364.5000	818.7000	2	1637.400000	0
PO1711177181	1364.5000	818.7000	5	4093.500000	0
PO13543115747	1364.5000	818.7000	3	2456.100000	0
PO17574133893	1364.5000	818.7000	4	3274.800000	0
PO5597123008	1364.5000	818.7000	3	2456.100000	0
PO841148607	1364.5000	818.7000	1	818.700000	0
PO17835112852	1364.5000	818.7000	1	818.700000	0
PO9715163911	1364.5000	818.7000	4	3274.800000	0
PO2697119362	1364.5000	818.7000	3	2456.100000	0
PO15486118845	1364.5000	818.7000	1	818.700000	0
PO2697145020	1364.5000	818.7000	3	2456.100000	0
PO18299133687	1364.5000	818.7000	1	818.700000	0
PO6757112103	1364.5000	818.7000	2	1637.400000	0
PO18299143459	1364.5000	818.7000	1	818.700000	0
PO13688176638	1364.5000	818.7000	2	1637.400000	0
PO19169152738	1364.5000	818.7000	2	1637.400000	0
PO15370180703	1364.5000	818.7000	3	2456.100000	0
PO406136617	1364.5000	818.7000	1	818.700000	0
PO14500139823	1364.5000	818.7000	5	4093.500000	0
PO13543115032	1364.5000	818.7000	1	818.700000	0
PO841129336	1364.5000	818.7000	6	4912.200000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
PO14761137153	34.9900	20.9940	6	125.964000	0
PO13630111535	34.9900	20.9940	4	83.976000	0
PO1537151724	34.9900	20.2942	14	278.436424	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
PO1914132192	33.6442	20.1865	5	100.932500	0
PO3074196924	33.6442	20.1865	4	80.746000	0
PO4466165095	33.6442	20.1865	2	40.373000	0
PO6438126969	33.6442	20.1865	6	121.119000	0
NULL	34.9900	34.9900	1	34.990000	0
PO15312160912	34.9900	20.9940	7	146.958000	0
PO1856170170	34.9900	20.2942	14	278.436424	0
PO5568126648	34.9900	20.9940	4	83.976000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
PO7859157852	34.9900	15.7455	10	133.836750	0
PO19343112747	34.9900	20.9940	7	146.958000	0
PO10875194431	34.9900	20.9940	8	167.952000	0
PO2842127356	34.9900	20.9940	6	125.964000	0
PO8845178563	34.9900	20.9940	4	83.976000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
PO3480115731	34.9900	20.9940	8	167.952000	0
PO16298125578	34.9900	20.9940	10	209.940000	0
PO3828165579	34.9900	20.9940	4	83.976000	0
PO6438151235	33.6442	20.1865	2	40.373000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
PO899192335	34.9900	20.9940	10	209.940000	0
PO841195010	33.6442	20.1865	2	40.373000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
PO10411179199	34.9900	20.9940	3	62.982000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
PO11658167469	33.6442	20.1865	4	80.746000	0
PO3480145572	33.6442	20.1865	2	40.373000	0
PO8584140957	33.6442	20.1865	1	20.186500	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
PO11571148651	33.6442	20.1865	4	80.746000	0
PO4901154744	33.6442	20.1865	4	80.746000	0
PO16182115085	34.9900	20.9940	2	41.988000	0
PO16414116972	33.6442	20.1865	6	121.119000	0
PO12499165634	33.6442	19.5136	14	267.726592	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
NULL	34.9900	34.9900	1	34.990000	0
PO6438122669	33.6442	20.1865	3	60.559500	0
PO16646156443	3578.2700	2146.9620	3	6440.886000	0
PO4147117065	3578.2700	2146.9620	1	2146.962000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
PO18386134137	3578.2700	2146.9620	1	2146.962000	0
PO17748117802	3578.2700	2146.9620	1	2146.962000	0
PO1189157476	3578.2700	2146.9620	4	8587.848000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
PO16327127643	3578.2700	2146.9620	6	12881.772000	0
PO16791123625	3578.2700	2146.9620	1	2146.962000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
PO783139385	3578.2700	2146.9620	1	2146.962000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
PO4901123378	3578.2700	2146.9620	8	17175.696000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
PO19546126425	3578.2700	2146.9620	3	6440.886000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
PO17545158984	3578.2700	2146.9620	2	4293.924000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
PO15689114654	3578.2700	2146.9620	1	2146.962000	0
PO11020129544	3578.2700	2146.9620	3	6440.886000	0
PO10730195041	3578.2700	2146.9620	1	2146.962000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
PO19430136502	3578.2700	2146.9620	1	2146.962000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
PO12499164653	3578.2700	2146.9620	2	4293.924000	0
PO2523131751	3578.2700	2146.9620	3	6440.886000	0
PO15834128897	3578.2700	2146.9620	1	2146.962000	0
PO3190140768	3578.2700	2146.9620	1	2146.962000	0
PO6351171482	3578.2700	2146.9620	1	2146.962000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
PO7598165395	3578.2700	2146.9620	1	2146.962000	0
PO7627134166	3578.2700	2146.9620	2	4293.924000	0
PO4147155635	3578.2700	2146.9620	2	4293.924000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
PO261195016	3578.2700	2146.9620	2	4293.924000	0
PO8816169858	3578.2700	2146.9620	5	10734.810000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
PO14268133810	3578.2700	2146.9620	2	4293.924000	0
PO5191162942	3578.2700	2146.9620	1	2146.962000	0
PO11600112515	3578.2700	2146.9620	4	8587.848000	0
PO18444150042	3578.2700	2146.9620	2	4293.924000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
PO9599144193	3578.2700	2146.9620	4	8587.848000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	3578.2700	3578.2700	1	3578.270000	0
NULL	49.9900	49.9900	1	49.990000	0
NULL	49.9900	49.9900	1	49.990000	0
NULL	49.9900	49.9900	1	49.990000	0
NULL	49.9900	49.9900	1	49.990000	0
NULL	49.9900	49.9900	1	49.990000	0
NULL	49.9900	49.9900	1	49.990000	0
NULL	49.9900	49.9900	1	49.990000	0

Step 5: Use the extended event session to find out if the UDF got inlined.

In [15]:

-- Look at how many UDF calls got inlined
DECLARE @filename varchar(8000) ;
SELECT @filename = CAST(target_data as XML).value('(/EventFileTarget/File/@name)[1]', 'varchar(8000)')
FROM sys.dm_xe_session_targets
WHERE target_name = 'event_file' and event_session_address = (select address from sys.dm_xe_sessions where name = 'system_health');

SET @filename = SUBSTRING(@filename,1,CHARINDEX('system_health',@filename,1)-1) + '*.xel';

-- Read the XEL files to get the System Health Session Data
SELECT object_name as [XE Name],CAST(event_data as XML) as [XE Data]
FROM sys.fn_xe_file_target_read_file(@filename, null, null, null)
WHERE object_name = 'query_tsql_scalar_udf_inlined'

Step 6: Find out all the different functions in the database that can be inlined

In [7]:

USE AdventureWorks2017
GO
select object_name(object_id), definition from sys.sql_modules where is_inlineable = 1

Out [7]:

Commands completed successfully.

(10 rows affected)

Total execution time: 00:00:00.022

(No column name)	definition
ufnGetAccountingStartDate	CREATE FUNCTION [dbo].[ufnGetAccountingStartDate]() RETURNS [datetime] AS BEGIN RETURN CONVERT(datetime, '20030701', 112); END;
ufnGetAccountingEndDate	CREATE FUNCTION [dbo].[ufnGetAccountingEndDate]() RETURNS [datetime] AS BEGIN RETURN DATEADD(millisecond, -2, CONVERT(datetime, '20040701', 112)); END;
ufnGetProductDealerPrice	CREATE FUNCTION [dbo].[ufnGetProductDealerPrice](@ProductID [int], @OrderDate [datetime]) RETURNS [money] AS -- Returns the dealer price for the product on a specific date. BEGIN DECLARE @DealerPrice money; DECLARE @DealerDiscount money; SET @DealerDiscount = 0.60 -- 60% of list price SELECT @DealerPrice = plph.[ListPrice] * @DealerDiscount FROM [Production].[Product] p INNER JOIN [Production].[ProductListPriceHistory] plph ON p.[ProductID] = plph.[ProductID] AND p.[ProductID] = @ProductID AND @OrderDate BETWEEN plph.[StartDate] AND COALESCE(plph.[EndDate], CONVERT(datetime, '99991231', 112)); -- Make sure we get all the prices! RETURN @DealerPrice; END;
ufnGetProductListPrice	CREATE FUNCTION [dbo].[ufnGetProductListPrice](@ProductID [int], @OrderDate [datetime]) RETURNS [money] AS BEGIN DECLARE @ListPrice money; SELECT @ListPrice = plph.[ListPrice] FROM [Production].[Product] p INNER JOIN [Production].[ProductListPriceHistory] plph ON p.[ProductID] = plph.[ProductID] AND p.[ProductID] = @ProductID AND @OrderDate BETWEEN plph.[StartDate] AND COALESCE(plph.[EndDate], CONVERT(datetime, '99991231', 112)); -- Make sure we get all the prices! RETURN @ListPrice; END;
ufnGetProductStandardCost	CREATE FUNCTION [dbo].[ufnGetProductStandardCost](@ProductID [int], @OrderDate [datetime]) RETURNS [money] AS -- Returns the standard cost for the product on a specific date. BEGIN DECLARE @StandardCost money; SELECT @StandardCost = pch.[StandardCost] FROM [Production].[Product] p INNER JOIN [Production].[ProductCostHistory] pch ON p.[ProductID] = pch.[ProductID] AND p.[ProductID] = @ProductID AND @OrderDate BETWEEN pch.[StartDate] AND COALESCE(pch.[EndDate], CONVERT(datetime, '99991231', 112)); -- Make sure we get all the prices! RETURN @StandardCost; END;
ufnGetStock	CREATE FUNCTION [dbo].[ufnGetStock](@ProductID [int]) RETURNS [int] AS -- Returns the stock level for the product. This function is used internally only BEGIN DECLARE @ret int; SELECT @ret = SUM(p.[Quantity]) FROM [Production].[ProductInventory] p WHERE p.[ProductID] = @ProductID AND p.[LocationID] = '6'; -- Only look at inventory in the misc storage IF (@ret IS NULL) SET @ret = 0 RETURN @ret END;
ufnGetDocumentStatusText	CREATE FUNCTION [dbo].[ufnGetDocumentStatusText](@Status [tinyint]) RETURNS [nvarchar](16) AS -- Returns the sales order status text representation for the status value. BEGIN DECLARE @ret [nvarchar](16); SET @ret = CASE @Status WHEN 1 THEN N'Pending approval' WHEN 2 THEN N'Approved' WHEN 3 THEN N'Obsolete' ELSE N'** Invalid **' END; RETURN @ret END;
ufnGetPurchaseOrderStatusText	CREATE FUNCTION [dbo].[ufnGetPurchaseOrderStatusText](@Status [tinyint]) RETURNS [nvarchar](15) AS -- Returns the sales order status text representation for the status value. BEGIN DECLARE @ret [nvarchar](15); SET @ret = CASE @Status WHEN 1 THEN 'Pending' WHEN 2 THEN 'Approved' WHEN 3 THEN 'Rejected' WHEN 4 THEN 'Complete' ELSE '** Invalid **' END; RETURN @ret END;
ufnGetSalesOrderStatusText	CREATE FUNCTION [dbo].[ufnGetSalesOrderStatusText](@Status [tinyint]) RETURNS [nvarchar](15) AS -- Returns the sales order status text representation for the status value. BEGIN DECLARE @ret [nvarchar](15); SET @ret = CASE @Status WHEN 1 THEN 'In process' WHEN 2 THEN 'Approved' WHEN 3 THEN 'Backordered' WHEN 4 THEN 'Rejected' WHEN 5 THEN 'Shipped' WHEN 6 THEN 'Cancelled' ELSE '** Invalid **' END; RETURN @ret END;
ufnLeadingZeros	CREATE FUNCTION [dbo].[ufnLeadingZeros]( @Value int ) RETURNS varchar(8) WITH SCHEMABINDING AS BEGIN DECLARE @ReturnValue varchar(8); SET @ReturnValue = CONVERT(varchar(8), @Value); SET @ReturnValue = REPLICATE('0', 8 - DATALENGTH(@ReturnValue)) + @ReturnValue; RETURN (@ReturnValue); END;