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Merge pull request #559 from Microsoft/pmasl

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Added AQP/IQP demos
This commit is contained in:
Pedro Lopes
2019-05-03 09:27:59 -07:00
committed by GitHub
parent cb52314bc4 02b01d6d3c
commit 6d4e8fc890
10 changed files with 314 additions and 14 deletions
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samples/features/intelligent-query-processing/Intelligent QP Demos Enlarging WideWorldImportersDW.sql
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@@ -3,7 +3,7 @@
-- bigger - so you can see more impactful
-- Intelligent QP demonstrations (aka.ms/iqp)
--
-- Script last updated 10/02/2018
-- Script last updated 05/03/2019
--
-- Database backup source: aka.ms/wwibak
--
@@ -100,4 +100,4 @@ GO
UPDATE Fact.OrderHistoryExtended
SET [WWI Order ID] = [Order Key];
GO
GO
samples/features/intelligent-query-processing/Intelligent QP Demos WideWorldImportersDW Public Preview - APPROX_COUNT_DISTINCT.sql
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@@ -9,7 +9,17 @@
-- Email IntelligentQP@microsoft.com for questions\feedback
-- ******************************************************** --
USE WideWorldImportersDW;
USE [master];
GO
ALTER DATABASE [WideWorldImportersDW] SET COMPATIBILITY_LEVEL = 150;
GO
ALTER DATABASE SCOPED CONFIGURATION CLEAR PROCEDURE_CACHE;
GO
USE [WideWorldImportersDW];
GO
-- 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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@@ -0,0 +1,54 @@
-- ******************************************************** --
-- Batch mode Adaptive Join
-- See https://aka.ms/IQP for more background
-- Demo scripts: https://aka.ms/IQPDemos
-- This demo is on SQL Server 2017 and Azure SQL DB
-- Email IntelligentQP@microsoft.com for questions\feedback
-- ******************************************************** --
USE [master];
GO
ALTER DATABASE [WideWorldImportersDW] SET COMPATIBILITY_LEVEL = 140;
GO
ALTER DATABASE SCOPED CONFIGURATION CLEAR PROCEDURE_CACHE;
GO
USE [WideWorldImportersDW];
GO
-- Show with Live Query Stats
SELECT [fo].[Order Key], [si].[Lead Time Days], [fo].[Quantity]
FROM [Fact].[Order] AS [fo]
INNER JOIN [Dimension].[Stock Item] AS [si]
ON [fo].[Stock Item Key] = [si].[Stock Item Key]
WHERE [fo].[Quantity] = 360;
GO
-- Inserting quantity row that doesn't exist in the table yet
DELETE [Fact].[Order]
WHERE Quantity = 361;
INSERT [Fact].[Order]
([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])
SELECT TOP 5 [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, 361, [Unit Price], [Tax Rate],
[Total Excluding Tax], [Tax Amount], [Total Including Tax],
[Lineage Key]
FROM [Fact].[Order];
GO
-- Show with Live Query Stats
SELECT [fo].[Order Key], [si].[Lead Time Days], [fo].[Quantity]
FROM [Fact].[Order] AS [fo]
INNER JOIN [Dimension].[Stock Item] AS [si]
ON [fo].[Stock Item Key] = [si].[Stock Item Key]
WHERE [fo].[Quantity] = 361;
GO
samples/features/intelligent-query-processing/Intelligent QP Demos WideWorldImportersDW Public Preview - Batch Mode MGF.sql
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@@ -0,0 +1,46 @@
-- ******************************************************** --
-- Batch mode Memory Grant Feedback
-- See https://aka.ms/IQP for more background
-- Demo scripts: https://aka.ms/IQPDemos
-- This demo is on SQL Server 2017 and Azure SQL DB
-- Email IntelligentQP@microsoft.com for questions\feedback
-- ******************************************************** --
USE [master];
GO
ALTER DATABASE [WideWorldImportersDW] SET COMPATIBILITY_LEVEL = 140;
GO
ALTER DATABASE SCOPED CONFIGURATION CLEAR PROCEDURE_CACHE;
GO
USE [WideWorldImportersDW];
GO
-- Intentionally forcing a row underestimate
CREATE OR ALTER PROCEDURE [FactOrderByLineageKey]
@LineageKey INT
AS
SELECT [fo].[Order Key], [fo].[Description]
FROM [Fact].[Order] AS [fo]
INNER HASH JOIN [Dimension].[Stock Item] AS [si]
ON [fo].[Stock Item Key] = [si].[Stock Item Key]
WHERE [fo].[Lineage Key] = @LineageKey
AND [si].[Lead Time Days] > 0
ORDER BY [fo].[Stock Item Key], [fo].[Order Date Key] DESC
OPTION (MAXDOP 1);
GO
-- Compiled and executed using a lineage key that doesn't have rows
EXEC [FactOrderByLineageKey] 8;
GO
-- Execute this query a few times - each time looking at
-- the plan to see impact on spills, memory grant size, and run time
EXEC [FactOrderByLineageKey] 9;
GO
samples/features/intelligent-query-processing/Intelligent QP Demos WideWorldImportersDW Public Preview - Batch Mode on Rowstore.sql
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@@ -10,12 +10,18 @@
-- Email IntelligentQP@microsoft.com for questions\feedback
-- ******************************************************** --
USE [master];
GO
ALTER DATABASE [WideWorldImportersDW] SET COMPATIBILITY_LEVEL = 150;
GO
ALTER DATABASE SCOPED CONFIGURATION CLEAR PROCEDURE_CACHE;
GO
USE [WideWorldImportersDW];
GO
-- Row mode due to hint
SELECT [Tax Rate],
[Lineage Key],
samples/features/intelligent-query-processing/Intelligent QP Demos WideWorldImportersDW Public Preview - Interleaved Execution.sql
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@@ -0,0 +1,173 @@
-- ******************************************************** --
-- Interleaved Execution
-- See https://aka.ms/IQP for more background
-- Demo scripts: https://aka.ms/IQPDemos
-- This demo is on SQL Server 2017 and Azure SQL DB
-- Email IntelligentQP@microsoft.com for questions\feedback
-- ******************************************************** --
/*
Create MSTVF
*/
USE [WideWorldImportersDW];
GO
CREATE FUNCTION [Fact].[WhatIfOutlierEventQuantity](@event VARCHAR(15), @beginOrderDateKey DATE, @endOrderDateKey DATE)
RETURNS @OutlierEventQuantity TABLE (
[Order Key] [bigint],
[City Key] [int] NOT NULL,
[Customer Key] [int] NOT NULL,
[Stock Item Key] [int] NOT NULL,
[Order Date Key] [date] NOT NULL,
[Picked Date Key] [date] NULL,
[Salesperson Key] [int] NOT NULL,
[Picker Key] [int] NULL,
[OutlierEventQuantity] [int] NOT NULL)
AS
BEGIN
-- Valid @event values
-- 'Mild Recession'
-- 'Hurricane - South Atlantic'
-- 'Hurricane - East South Central'
-- 'Hurricane - West South Central'
IF @event = 'Mild Recession'
INSERT @OutlierEventQuantity
SELECT [o].[Order Key], [o].[City Key], [o].[Customer Key],
[o].[Stock Item Key], [o].[Order Date Key], [o].[Picked Date Key],
[o].[Salesperson Key], [o].[Picker Key],
CASE
WHEN [o].[Quantity] > 2 THEN [o].[Quantity] * .5
ELSE [o].[Quantity]
END
FROM [Fact].[Order] AS [o]
INNER JOIN [Dimension].[City] AS [c]
ON [c].[City Key] = [o].[City Key]
IF @event = 'Hurricane - South Atlantic'
INSERT @OutlierEventQuantity
SELECT [o].[Order Key], [o].[City Key], [o].[Customer Key],
[o].[Stock Item Key], [o].[Order Date Key], [o].[Picked Date Key],
[o].[Salesperson Key], [o].[Picker Key],
CASE
WHEN [o].[Quantity] > 10 THEN [o].[Quantity] * .5
ELSE [o].[Quantity]
END
FROM [Fact].[Order] AS [o]
INNER JOIN [Dimension].[City] AS [c]
ON [c].[City Key] = [o].[City Key]
WHERE [c].[State Province] IN
('Florida', 'Georgia', 'Maryland', 'North Carolina',
'South Carolina', 'Virginia', 'West Virginia',
'Delaware')
AND [o].[Order Date Key] BETWEEN @beginOrderDateKey AND @endOrderDateKey
IF @event = 'Hurricane - East South Central'
INSERT @OutlierEventQuantity
SELECT [o].[Order Key], [o].[City Key], [o].[Customer Key],
[o].[Stock Item Key], [o].[Order Date Key], [o].[Picked Date Key],
[o].[Salesperson Key], [o].[Picker Key],
CASE
WHEN [o].[Quantity] > 50 THEN [o].[Quantity] * .5
ELSE [o].[Quantity]
END
FROM [Fact].[Order] AS [o]
INNER JOIN [Dimension].[City] AS [c]
ON [c].[City Key] = [o].[City Key]
INNER JOIN [Dimension].[Stock Item] AS [si]
ON [si].[Stock Item Key] = [o].[Stock Item Key]
WHERE [c].[State Province] IN
('Alabama', 'Kentucky', 'Mississippi', 'Tennessee')
AND [si].[Buying Package] = 'Carton'
AND [o].[Order Date Key] BETWEEN @beginOrderDateKey AND @endOrderDateKey
IF @event = 'Hurricane - West South Central'
INSERT @OutlierEventQuantity
SELECT [o].[Order Key], [o].[City Key], [o].[Customer Key],
[o].[Stock Item Key], [o].[Order Date Key], [o].[Picked Date Key],
[o].[Salesperson Key], [o].[Picker Key],
CASE
WHEN [cu].[Customer] = 'Unknown' THEN 0
WHEN [cu].[Customer] <> 'Unknown' AND
[o].[Quantity] > 10 THEN [o].[Quantity] * .5
ELSE [o].[Quantity]
END
FROM [Fact].[Order] AS [o]
INNER JOIN [Dimension].[City] AS [c]
ON [c].[City Key] = [o].[City Key]
INNER JOIN [Dimension].[Customer] AS [cu]
ON [cu].[Customer Key] = [o].[Customer Key]
WHERE [c].[State Province] IN
('Arkansas', 'Louisiana', 'Oklahoma', 'Texas')
AND [o].[Order Date Key] BETWEEN @beginOrderDateKey AND @endOrderDateKey
RETURN
END
GO
USE [master];
GO
ALTER DATABASE [WideWorldImportersDW] SET COMPATIBILITY_LEVEL = 130;
GO
ALTER DATABASE SCOPED CONFIGURATION CLEAR PROCEDURE_CACHE;
GO
USE [WideWorldImportersDW];
GO
SELECT [fo].[Order Key], [fo].[Description], [fo].[Package],
[fo].[Quantity], [foo].[OutlierEventQuantity]
FROM [Fact].[Order] AS [fo]
INNER JOIN [Fact].[WhatIfOutlierEventQuantity]('Mild Recession',
'1-01-2013',
'10-15-2014') AS [foo] ON [fo].[Order Key] = [foo].[Order Key]
AND [fo].[City Key] = [foo].[City Key]
AND [fo].[Customer Key] = [foo].[Customer Key]
AND [fo].[Stock Item Key] = [foo].[Stock Item Key]
AND [fo].[Order Date Key] = [foo].[Order Date Key]
AND [fo].[Picked Date Key] = [foo].[Picked Date Key]
AND [fo].[Salesperson Key] = [foo].[Salesperson Key]
AND [fo].[Picker Key] = [foo].[Picker Key]
INNER JOIN [Dimension].[Stock Item] AS [si]
ON [fo].[Stock Item Key] = [si].[Stock Item Key]
WHERE [si].[Lead Time Days] > 0
AND [fo].[Quantity] > 50;
GO
USE [master];
GO
ALTER DATABASE [WideWorldImportersDW] SET COMPATIBILITY_LEVEL = 140;
GO
ALTER DATABASE SCOPED CONFIGURATION CLEAR PROCEDURE_CACHE;
GO
USE [WideWorldImportersDW];
GO
SELECT [fo].[Order Key], [fo].[Description], [fo].[Package],
[fo].[Quantity], [foo].[OutlierEventQuantity]
FROM [Fact].[Order] AS [fo]
INNER JOIN [Fact].[WhatIfOutlierEventQuantity]('Mild Recession',
'1-01-2013',
'10-15-2014') AS [foo] ON [fo].[Order Key] = [foo].[Order Key]
AND [fo].[City Key] = [foo].[City Key]
AND [fo].[Customer Key] = [foo].[Customer Key]
AND [fo].[Stock Item Key] = [foo].[Stock Item Key]
AND [fo].[Order Date Key] = [foo].[Order Date Key]
AND [fo].[Picked Date Key] = [foo].[Picked Date Key]
AND [fo].[Salesperson Key] = [foo].[Salesperson Key]
AND [fo].[Picker Key] = [foo].[Picker Key]
INNER JOIN [Dimension].[Stock Item] AS [si]
ON [fo].[Stock Item Key] = [si].[Stock Item Key]
WHERE [si].[Lead Time Days] > 0
AND [fo].[Quantity] > 50;
GO
samples/features/intelligent-query-processing/Intelligent QP Demos WideWorldImportersDW Public Preview - Row Mode MGF.sql
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@@ -10,13 +10,16 @@
-- Email IntelligentQP@microsoft.com for questions\feedback
-- ******************************************************** --
ALTER DATABASE WideWorldImportersDW SET COMPATIBILITY_LEVEL = 150;
USE [master];
GO
ALTER DATABASE [WideWorldImportersDW] SET COMPATIBILITY_LEVEL = 150;
GO
ALTER DATABASE SCOPED CONFIGURATION CLEAR PROCEDURE_CACHE;
GO
USE WideWorldImportersDW;
USE [WideWorldImportersDW];
GO
-- Simulate out-of-date stats
@@ -30,10 +33,10 @@ GO
SELECT
fo.[Order Key], fo.Description,
si.[Lead Time Days]
FROM Fact.OrderHistory AS fo
FROM Fact.OrderHistory AS fo
INNER HASH JOIN Dimension.[Stock Item] AS si
ON fo.[Stock Item Key] = si.[Stock Item Key]
WHERE fo.[Lineage Key] = 9
WHERE fo.[Lineage Key] = 9
AND si.[Lead Time Days] > 19;
-- Cleanup
samples/features/intelligent-query-processing/Intelligent QP Demos WideWorldImportersDW Public Preview - Scalar UDF Inlining.sql
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@@ -9,19 +9,21 @@
-- Email IntelligentQP@microsoft.com for questions\feedback
-- ******************************************************** --
USE WideWorldImportersDW;
USE [master];
GO
ALTER DATABASE WideWorldImportersDW
SET COMPATIBILITY_LEVEL = 150;
ALTER DATABASE [WideWorldImportersDW] SET COMPATIBILITY_LEVEL = 150;
GO
ALTER DATABASE SCOPED CONFIGURATION
CLEAR PROCEDURE_CACHE;
ALTER DATABASE SCOPED CONFIGURATION CLEAR PROCEDURE_CACHE;
GO
USE [WideWorldImportersDW];
GO
/*
Adapted from SQL Server Books Online
https://docs.microsoft.com/en-us/sql/relational-databases/user-defined-functions/scalar-udf-inlining?view=sqlallproducts-allversions
https://docs.microsoft.com/sql/relational-databases/user-defined-functions/scalar-udf-inlining?view=sqlallproducts-allversions
*/
CREATE OR ALTER FUNCTION
dbo.customer_category(@CustomerKey INT)
samples/features/intelligent-query-processing/Intelligent QP Demos WideWorldImportersDW Public Preview - TVDC.sql
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@@ -13,7 +13,10 @@
USE [master];
GO
ALTER DATABASE [WideWorldImportersDW] SET COMPATIBILITY_LEVEL = 140;
ALTER DATABASE [WideWorldImportersDW] SET COMPATIBILITY_LEVEL = 150;
GO
ALTER DATABASE SCOPED CONFIGURATION CLEAR PROCEDURE_CACHE;
GO
USE [WideWorldImportersDW];
samples/features/intelligent-query-processing/readme.md
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@@ -8,6 +8,9 @@ Here are the instructions to prepare for demonstrating Intelligent QP's latest r
Demos (with more on the way!):
- [Batch Mode Adaptive Join](Intelligent%20QP%20Demos%20WideWorldImportersDW%20Public%20Preview%20-%20Batch%20Mode%20Adaptive%20Join.sql)
- [Interleaved Execution](Intelligent%20QP%20Demos%20WideWorldImportersDW%20Public%20Preview%20-%20Interleaved%20Execution.sql)
- [Batch mode memory grant feedback](Intelligent%20QP%20Demos%20WideWorldImportersDW%20Public%20Preview%20-%20Batch%20Mode%20MGF.sql)
- [Row mode memory grant feedback](Intelligent%20QP%20Demos%20WideWorldImportersDW%20Public%20Preview%20-%20Row%20Mode%20MGF.sql)
- [Batch mode on rowstore](Intelligent%20QP%20Demos%20WideWorldImportersDW%20Public%20Preview%20-%20Batch%20Mode%20on%20Rowstore.sql)
- [APPROX_COUNT_DISTINCT](Intelligent%20QP%20Demos%20WideWorldImportersDW%20Public%20Preview%20-%20APPROX_COUNT_DISTINCT.sql)