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Merge pull request #559 from Microsoft/pmasl
Added AQP/IQP demos
2 parents cb52314 + 02b01d6 commit 6d4e8fc

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Lines changed: 314 additions & 14 deletions

‎samples/features/intelligent-query-processing/Intelligent QP Demos Enlarging WideWorldImportersDW.sql‎

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-- bigger - so you can see more impactful
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-- Intelligent QP demonstrations (aka.ms/iqp)
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--
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-- Script last updated 10/02/2018
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-- Script last updated 05/03/2019
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--
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-- Database backup source: aka.ms/wwibak
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--
@@ -100,4 +100,4 @@ GO
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101101
UPDATE Fact.OrderHistoryExtended
102102
SET [WWI Order ID] = [Order Key];
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GO
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GO

‎samples/features/intelligent-query-processing/Intelligent QP Demos WideWorldImportersDW Public Preview - APPROX_COUNT_DISTINCT.sql‎

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-- Email IntelligentQP@microsoft.com for questions\feedback
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-- ******************************************************** --
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USE WideWorldImportersDW;
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USE [master];
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GO
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ALTER DATABASE [WideWorldImportersDW] SET COMPATIBILITY_LEVEL = 150;
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GO
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ALTER DATABASE SCOPED CONFIGURATION CLEAR PROCEDURE_CACHE;
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GO
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USE [WideWorldImportersDW];
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GO
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-- Compare execution time and distinct counts

‎samples/features/intelligent-query-processing/Intelligent QP Demos WideWorldImportersDW Public Preview - Batch Mode Adaptive Join.sql‎

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-- ******************************************************** --
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-- Batch mode Adaptive Join
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-- See https://aka.ms/IQP for more background
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-- Demo scripts: https://aka.ms/IQPDemos
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-- This demo is on SQL Server 2017 and Azure SQL DB
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-- Email IntelligentQP@microsoft.com for questions\feedback
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-- ******************************************************** --
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USE [master];
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GO
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ALTER DATABASE [WideWorldImportersDW] SET COMPATIBILITY_LEVEL = 140;
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GO
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ALTER DATABASE SCOPED CONFIGURATION CLEAR PROCEDURE_CACHE;
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GO
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USE [WideWorldImportersDW];
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GO
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-- Show with Live Query Stats
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SELECT [fo].[Order Key], [si].[Lead Time Days], [fo].[Quantity]
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FROM [Fact].[Order] AS [fo]
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INNER JOIN [Dimension].[Stock Item] AS [si]
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ON [fo].[Stock Item Key] = [si].[Stock Item Key]
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WHERE [fo].[Quantity] = 360;
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GO
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-- Inserting quantity row that doesn't exist in the table yet
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DELETE [Fact].[Order]
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WHERE Quantity = 361;
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INSERT [Fact].[Order]
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([City Key], [Customer Key], [Stock Item Key], [Order Date Key], [Picked Date Key], [Salesperson Key], [Picker Key], [WWI Order ID], [WWI Backorder ID], Description, Package, Quantity, [Unit Price], [Tax Rate], [Total Excluding Tax], [Tax Amount], [Total Including Tax], [Lineage Key])
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SELECT TOP 5 [City Key], [Customer Key], [Stock Item Key],
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[Order Date Key], [Picked Date Key], [Salesperson Key],
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[Picker Key], [WWI Order ID], [WWI Backorder ID],
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Description, Package, 361, [Unit Price], [Tax Rate],
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[Total Excluding Tax], [Tax Amount], [Total Including Tax],
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[Lineage Key]
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FROM [Fact].[Order];
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GO
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-- Show with Live Query Stats
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SELECT [fo].[Order Key], [si].[Lead Time Days], [fo].[Quantity]
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FROM [Fact].[Order] AS [fo]
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INNER JOIN [Dimension].[Stock Item] AS [si]
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ON [fo].[Stock Item Key] = [si].[Stock Item Key]
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WHERE [fo].[Quantity] = 361;
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GO

‎samples/features/intelligent-query-processing/Intelligent QP Demos WideWorldImportersDW Public Preview - Batch Mode MGF.sql‎

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-- ******************************************************** --
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-- Batch mode Memory Grant Feedback
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-- See https://aka.ms/IQP for more background
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-- Demo scripts: https://aka.ms/IQPDemos
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-- This demo is on SQL Server 2017 and Azure SQL DB
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-- Email IntelligentQP@microsoft.com for questions\feedback
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-- ******************************************************** --
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USE [master];
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GO
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ALTER DATABASE [WideWorldImportersDW] SET COMPATIBILITY_LEVEL = 140;
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GO
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ALTER DATABASE SCOPED CONFIGURATION CLEAR PROCEDURE_CACHE;
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GO
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USE [WideWorldImportersDW];
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GO
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-- Intentionally forcing a row underestimate
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CREATE OR ALTER PROCEDURE [FactOrderByLineageKey]
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@LineageKey INT
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AS
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SELECT [fo].[Order Key], [fo].[Description]
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FROM [Fact].[Order] AS [fo]
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INNER HASH JOIN [Dimension].[Stock Item] AS [si]
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ON [fo].[Stock Item Key] = [si].[Stock Item Key]
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WHERE [fo].[Lineage Key] = @LineageKey
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AND [si].[Lead Time Days] > 0
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ORDER BY [fo].[Stock Item Key], [fo].[Order Date Key] DESC
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OPTION (MAXDOP 1);
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GO
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-- Compiled and executed using a lineage key that doesn't have rows
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EXEC [FactOrderByLineageKey] 8;
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GO
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-- Execute this query a few times - each time looking at
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-- the plan to see impact on spills, memory grant size, and run time
45+
EXEC [FactOrderByLineageKey] 9;
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GO

‎samples/features/intelligent-query-processing/Intelligent QP Demos WideWorldImportersDW Public Preview - Batch Mode on Rowstore.sql‎

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-- Email IntelligentQP@microsoft.com for questions\feedback
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-- ******************************************************** --
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USE [master];
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GO
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1316
ALTER DATABASE [WideWorldImportersDW] SET COMPATIBILITY_LEVEL = 150;
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GO
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1619
ALTER DATABASE SCOPED CONFIGURATION CLEAR PROCEDURE_CACHE;
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GO
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22+
USE [WideWorldImportersDW];
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GO
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1925
-- Row mode due to hint
2026
SELECT [Tax Rate],
2127
[Lineage Key],

‎samples/features/intelligent-query-processing/Intelligent QP Demos WideWorldImportersDW Public Preview - Interleaved Execution.sql‎

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-- ******************************************************** --
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-- Interleaved Execution
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-- See https://aka.ms/IQP for more background
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-- Demo scripts: https://aka.ms/IQPDemos
7+
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-- This demo is on SQL Server 2017 and Azure SQL DB
9+
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-- Email IntelligentQP@microsoft.com for questions\feedback
11+
-- ******************************************************** --
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/*
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Create MSTVF
15+
*/
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USE [WideWorldImportersDW];
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GO
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20+
CREATE FUNCTION [Fact].[WhatIfOutlierEventQuantity](@event VARCHAR(15), @beginOrderDateKey DATE, @endOrderDateKey DATE)
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RETURNS @OutlierEventQuantity TABLE (
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[Order Key] [bigint],
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[City Key] [int] NOT NULL,
24+
[Customer Key] [int] NOT NULL,
25+
[Stock Item Key] [int] NOT NULL,
26+
[Order Date Key] [date] NOT NULL,
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[Picked Date Key] [date] NULL,
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[Salesperson Key] [int] NOT NULL,
29+
[Picker Key] [int] NULL,
30+
[OutlierEventQuantity] [int] NOT NULL)
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AS
32+
BEGIN
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34+
-- Valid @event values
35+
-- 'Mild Recession'
36+
-- 'Hurricane - South Atlantic'
37+
-- 'Hurricane - East South Central'
38+
-- 'Hurricane - West South Central'
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IF @event = 'Mild Recession'
40+
INSERT @OutlierEventQuantity
41+
SELECT [o].[Order Key], [o].[City Key], [o].[Customer Key],
42+
[o].[Stock Item Key], [o].[Order Date Key], [o].[Picked Date Key],
43+
[o].[Salesperson Key], [o].[Picker Key],
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CASE
45+
WHEN [o].[Quantity] > 2 THEN [o].[Quantity] * .5
46+
ELSE [o].[Quantity]
47+
END
48+
FROM [Fact].[Order] AS [o]
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INNER JOIN [Dimension].[City] AS [c]
50+
ON [c].[City Key] = [o].[City Key]
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52+
IF @event = 'Hurricane - South Atlantic'
53+
INSERT @OutlierEventQuantity
54+
SELECT [o].[Order Key], [o].[City Key], [o].[Customer Key],
55+
[o].[Stock Item Key], [o].[Order Date Key], [o].[Picked Date Key],
56+
[o].[Salesperson Key], [o].[Picker Key],
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CASE
58+
WHEN [o].[Quantity] > 10 THEN [o].[Quantity] * .5
59+
ELSE [o].[Quantity]
60+
END
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FROM [Fact].[Order] AS [o]
62+
INNER JOIN [Dimension].[City] AS [c]
63+
ON [c].[City Key] = [o].[City Key]
64+
WHERE [c].[State Province] IN
65+
('Florida', 'Georgia', 'Maryland', 'North Carolina',
66+
'South Carolina', 'Virginia', 'West Virginia',
67+
'Delaware')
68+
AND [o].[Order Date Key] BETWEEN @beginOrderDateKey AND @endOrderDateKey
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70+
IF @event = 'Hurricane - East South Central'
71+
INSERT @OutlierEventQuantity
72+
SELECT [o].[Order Key], [o].[City Key], [o].[Customer Key],
73+
[o].[Stock Item Key], [o].[Order Date Key], [o].[Picked Date Key],
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[o].[Salesperson Key], [o].[Picker Key],
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CASE
76+
WHEN [o].[Quantity] > 50 THEN [o].[Quantity] * .5
77+
ELSE [o].[Quantity]
78+
END
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FROM [Fact].[Order] AS [o]
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INNER JOIN [Dimension].[City] AS [c]
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ON [c].[City Key] = [o].[City Key]
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INNER JOIN [Dimension].[Stock Item] AS [si]
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ON [si].[Stock Item Key] = [o].[Stock Item Key]
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WHERE [c].[State Province] IN
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('Alabama', 'Kentucky', 'Mississippi', 'Tennessee')
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AND [si].[Buying Package] = 'Carton'
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AND [o].[Order Date Key] BETWEEN @beginOrderDateKey AND @endOrderDateKey
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89+
IF @event = 'Hurricane - West South Central'
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INSERT @OutlierEventQuantity
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SELECT [o].[Order Key], [o].[City Key], [o].[Customer Key],
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[o].[Stock Item Key], [o].[Order Date Key], [o].[Picked Date Key],
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[o].[Salesperson Key], [o].[Picker Key],
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CASE
95+
WHEN [cu].[Customer] = 'Unknown' THEN 0
96+
WHEN [cu].[Customer] <> 'Unknown' AND
97+
[o].[Quantity] > 10 THEN [o].[Quantity] * .5
98+
ELSE [o].[Quantity]
99+
END
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FROM [Fact].[Order] AS [o]
101+
INNER JOIN [Dimension].[City] AS [c]
102+
ON [c].[City Key] = [o].[City Key]
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INNER JOIN [Dimension].[Customer] AS [cu]
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ON [cu].[Customer Key] = [o].[Customer Key]
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WHERE [c].[State Province] IN
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('Arkansas', 'Louisiana', 'Oklahoma', 'Texas')
107+
AND [o].[Order Date Key] BETWEEN @beginOrderDateKey AND @endOrderDateKey
108+
109+
RETURN
110+
END
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GO
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USE [master];
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GO
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ALTER DATABASE [WideWorldImportersDW] SET COMPATIBILITY_LEVEL = 130;
117+
GO
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ALTER DATABASE SCOPED CONFIGURATION CLEAR PROCEDURE_CACHE;
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GO
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122+
USE [WideWorldImportersDW];
123+
GO
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125+
SELECT [fo].[Order Key], [fo].[Description], [fo].[Package],
126+
[fo].[Quantity], [foo].[OutlierEventQuantity]
127+
FROM [Fact].[Order] AS [fo]
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INNER JOIN [Fact].[WhatIfOutlierEventQuantity]('Mild Recession',
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'1-01-2013',
130+
'10-15-2014') AS [foo] ON [fo].[Order Key] = [foo].[Order Key]
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AND [fo].[City Key] = [foo].[City Key]
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AND [fo].[Customer Key] = [foo].[Customer Key]
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AND [fo].[Stock Item Key] = [foo].[Stock Item Key]
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AND [fo].[Order Date Key] = [foo].[Order Date Key]
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AND [fo].[Picked Date Key] = [foo].[Picked Date Key]
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AND [fo].[Salesperson Key] = [foo].[Salesperson Key]
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AND [fo].[Picker Key] = [foo].[Picker Key]
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INNER JOIN [Dimension].[Stock Item] AS [si]
139+
ON [fo].[Stock Item Key] = [si].[Stock Item Key]
140+
WHERE [si].[Lead Time Days] > 0
141+
AND [fo].[Quantity] > 50;
142+
GO
143+
144+
USE [master];
145+
GO
146+
147+
ALTER DATABASE [WideWorldImportersDW] SET COMPATIBILITY_LEVEL = 140;
148+
GO
149+
150+
ALTER DATABASE SCOPED CONFIGURATION CLEAR PROCEDURE_CACHE;
151+
GO
152+
153+
USE [WideWorldImportersDW];
154+
GO
155+
156+
SELECT [fo].[Order Key], [fo].[Description], [fo].[Package],
157+
[fo].[Quantity], [foo].[OutlierEventQuantity]
158+
FROM [Fact].[Order] AS [fo]
159+
INNER JOIN [Fact].[WhatIfOutlierEventQuantity]('Mild Recession',
160+
'1-01-2013',
161+
'10-15-2014') AS [foo] ON [fo].[Order Key] = [foo].[Order Key]
162+
AND [fo].[City Key] = [foo].[City Key]
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AND [fo].[Customer Key] = [foo].[Customer Key]
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AND [fo].[Stock Item Key] = [foo].[Stock Item Key]
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AND [fo].[Order Date Key] = [foo].[Order Date Key]
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AND [fo].[Picked Date Key] = [foo].[Picked Date Key]
167+
AND [fo].[Salesperson Key] = [foo].[Salesperson Key]
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AND [fo].[Picker Key] = [foo].[Picker Key]
169+
INNER JOIN [Dimension].[Stock Item] AS [si]
170+
ON [fo].[Stock Item Key] = [si].[Stock Item Key]
171+
WHERE [si].[Lead Time Days] > 0
172+
AND [fo].[Quantity] > 50;
173+
GO

‎samples/features/intelligent-query-processing/Intelligent QP Demos WideWorldImportersDW Public Preview - Row Mode MGF.sql‎

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-- Email IntelligentQP@microsoft.com for questions\feedback
1111
-- ******************************************************** --
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13-
ALTER DATABASE WideWorldImportersDW SET COMPATIBILITY_LEVEL = 150;
13+
USE [master];
14+
GO
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ALTER DATABASE [WideWorldImportersDW] SET COMPATIBILITY_LEVEL = 150;
1417
GO
1518

1619
ALTER DATABASE SCOPED CONFIGURATION CLEAR PROCEDURE_CACHE;
1720
GO
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19-
USE WideWorldImportersDW;
22+
USE [WideWorldImportersDW];
2023
GO
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2225
-- Simulate out-of-date stats
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3033
SELECT
3134
fo.[Order Key], fo.Description,
3235
si.[Lead Time Days]
33-
FROM Fact.OrderHistory AS fo
36+
FROM Fact.OrderHistory AS fo
3437
INNER HASH JOIN Dimension.[Stock Item] AS si
3538
ON fo.[Stock Item Key] = si.[Stock Item Key]
36-
WHERE fo.[Lineage Key] = 9
39+
WHERE fo.[Lineage Key] = 9
3740
AND si.[Lead Time Days] > 19;
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3942
-- Cleanup

‎samples/features/intelligent-query-processing/Intelligent QP Demos WideWorldImportersDW Public Preview - Scalar UDF Inlining.sql‎

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-- Email IntelligentQP@microsoft.com for questions\feedback
1111
-- ******************************************************** --
12-
USE WideWorldImportersDW;
12+
USE [master];
1313
GO
1414

15-
ALTER DATABASE WideWorldImportersDW
16-
SET COMPATIBILITY_LEVEL = 150;
15+
ALTER DATABASE [WideWorldImportersDW] SET COMPATIBILITY_LEVEL = 150;
1716
GO
1817

19-
ALTER DATABASE SCOPED CONFIGURATION
20-
CLEAR PROCEDURE_CACHE;
18+
ALTER DATABASE SCOPED CONFIGURATION CLEAR PROCEDURE_CACHE;
2119
GO
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21+
USE [WideWorldImportersDW];
22+
GO
23+
2224
/*
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Adapted from SQL Server Books Online
24-
https://docs.microsoft.com/en-us/sql/relational-databases/user-defined-functions/scalar-udf-inlining?view=sqlallproducts-allversions
26+
https://docs.microsoft.com/sql/relational-databases/user-defined-functions/scalar-udf-inlining?view=sqlallproducts-allversions
2527
*/
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CREATE OR ALTER FUNCTION
2729
dbo.customer_category(@CustomerKey INT)

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