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moving T-SQL samples scripts for Azure DB from defunct repo
This commit is contained in:
Jos de Bruijn
+12
-1
@@ -24,4 +24,15 @@ samples/databases/wide-world-importers/sample-scripts/always-encrypted/PopulateA
|
||||
*.zip
|
||||
samples/features/in-memory/ticket-reservations/packages/CircularGauge.1.0.0/CreatePackageFile.bat
|
||||
samples/features/in-memory/ticket-reservations/TicketReservations/TicketReservations.dbmdl
|
||||
samples/databases/wide-world-importers/workload-drivers/vehicle-location-insert/MultithreadedInMemoryTableInsert/obj/Release/TemporaryGeneratedFile_E7A71F73-0F8D-4B9B-B56E-8E70B10BC5D3.cs
|
||||
samples/databases/wide-world-importers/workload-drivers/vehicle-location-insert/MultithreadedInMemoryTableInsert/obj/Release/TemporaryGeneratedFile_E7A71F73-0F8D-4B9B-B56E-8E70B10BC5D3.cs
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samples/databases/wide-world-importers/workload-drivers/vehicle-location-insert/MultithreadedInMemoryTableInsert/obj/Debug/MultithreadedInMemoryTableInsert.csproj.FileListAbsolute.txt
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samples/databases/wide-world-importers/sample-scripts/always-encrypted/PopulateAlwaysEncryptedData/obj/Debug/PopulateAlwaysEncryptedData.Properties.Resources.resources
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samples/databases/wide-world-importers/sample-scripts/always-encrypted/PopulateAlwaysEncryptedData/obj/Release/PopulateAlwaysEncryptedData.PopulateAlwaysEncryptedDataMain.resources
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samples/databases/wide-world-importers/sample-scripts/always-encrypted/PopulateAlwaysEncryptedData/bin/Debug/PopulateAlwaysEncryptedData.vshost.exe.manifest
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samples/databases/wide-world-importers/sample-scripts/always-encrypted/PopulateAlwaysEncryptedData/obj/Debug/PopulateAlwaysEncryptedData.PopulateAlwaysEncryptedDataMain.resources
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samples/databases/wide-world-importers/workload-drivers/vehicle-location-insert/MultithreadedInMemoryTableInsert/obj/Release/MultithreadedInMemoryTableInsert.Properties.Resources.resources
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samples/databases/wide-world-importers/sample-scripts/always-encrypted/PopulateAlwaysEncryptedData/obj/Release/PopulateAlwaysEncryptedData.Properties.Resources.resources
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samples/features/in-memory/ticket-reservations/packages/CircularGauge.1.0.0/ReadMe.txt
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*.dacpac
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samples/features/in-memory/ticket-reservations/TicketReservations/obj/Release/Model.xml
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samples/features/in-memory/ticket-reservations/DemoWorkload/obj/Debug/TemporaryGeneratedFile_5937a670-0e60-4077-877b-f7221da3dda1.cs
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@@ -6,7 +6,7 @@ In-Memory OLTP can significantly improve OLTP database application performance.
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- Natively compiled modules execute Transact-SQL statements more efficiently.
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Read the following resources for more information.
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- [In-Memory OLTP (In-Memory Optimization)] (https://msdn.microsoft.com/en-us/library/dn133186.aspx)
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- [Quick Start 1: In-Memory OLTP Technologies for Faster Transact-SQL Performance] (https://msdn.microsoft.com/en-us/library/mt694156.aspx)
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- [Get started with Columnstore for real time operational analytics] (https://msdn.microsoft.com/en-us/library/dn817827.aspx)
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- [Columnstore Indexes Guide] (https://msdn.microsoft.com/en-us/library/gg492088.aspx)
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- [In-Memory OLTP (In-Memory Optimization)] (https://msdn.microsoft.com/library/dn133186.aspx)
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- [Quick Start 1: In-Memory OLTP Technologies for Faster Transact-SQL Performance] (https://msdn.microsoft.com/library/mt694156.aspx)
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- [Get started with Columnstore for real time operational analytics] (https://msdn.microsoft.com/library/dn817827.aspx)
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- [Columnstore Indexes Guide] (https://msdn.microsoft.com/library/gg492088.aspx)
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@@ -0,0 +1,60 @@
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# T-SQL scripts supporting SQL In-Memory Features
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Utility scripts, as well as scripts supporting several samples.
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### Contents
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[About this sample](#about-this-sample)<br/>
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[Sample details](#sample-details)<br/>
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[Related links](#related-links)<br/>
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<a name=about-this-sample></a>
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## About this sample
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- **Applies to:** SQL Server 2016 (or higher), Azure SQL Database
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- **Key features:** In-Memory OLTP and Columnstore
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- **Workload:** OLTP and Analytics
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- **Programming Language:** T-SQL
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- **Authors:** Jos de Bruijn
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<a name=before-you-begin></a>
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## Before you begin
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To run this sample, you need the following prerequisites.
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**Software prerequisites:**
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1. SQL Server 2016 (or higher) or an Azure SQL Database (Premium)
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2. SQL Server Management Studio
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## Sample details
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**[enable-in-memory-oltp.sql](enable-in-memory-oltp.sql)**
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Helper script that enables the SQL Server or Azure SQL database for using In-Memory OLTP and configures the recommended database options.
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**[sql_in-memory_oltp_sample.sql](sql_in-memory_oltp_sample.sql)**
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Script to add In-Memory OLTP to the AdventureWorksLT sample database in Azure SQL Database. For details on this sample, see [Install the In-Memory OLTP sample](https://azure.microsoft.com/documentation/articles/sql-database-in-memory/#a-install-the-in-memory-oltp-sample).
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**[sql_in-memory_analytics_sample.sql](sql_in-memory_analytics_sample.sql)**
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Script to add In-Memory Analytics (Columnstore) to the AdventureWorksLT sample database in Azure SQL Database. For details on this sample, see [Install the In-Memory Analytics sample](https://azure.microsoft.com/en-us/documentation/articles/sql-database-in-memory/#b-install-the-in-memory-analytics-sample).
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**[clustered_columnstore_sample_queries.sql](clustered_columnstore_sample_queries.sql)**
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T-SQL queries accompanying the In-Memory Analytics (Columnstore) sample in the AdventureWorksLT sample database for Azure SQL Database.
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<a name=related-links></a>
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## Related Links
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For more information, see these articles:
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- [In-Memory OLTP (In-Memory Optimization)] (https://msdn.microsoft.com/library/dn133186.aspx)
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- [Quick Start 1: In-Memory OLTP Technologies for Faster Transact-SQL Performance] (https://msdn.microsoft.com/library/mt694156.aspx)
|
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- [Get started with Columnstore for real time operational analytics] (https://msdn.microsoft.com/library/dn817827.aspx)
|
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- [Columnstore Indexes Guide] (https://msdn.microsoft.com/library/gg492088.aspx)
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@@ -0,0 +1,481 @@
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/*************************************************************************
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This sample targets DataWarehouse workload. We recommend using clustered
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columnstore index for large tables (million+) rows and traditional rowstore
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for tables of size < 1 million rows. The examples here are based on star schema
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consisting of FACT and DIMENSION tables.The examples hi-light the both the
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storage savings and performance enhancements available in Azure SQL DB
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We have two fact tables FactResellerSalesXL_CCI and FactResellerSalesXL_PageCompressed.
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They are identical except one table is based on clustered columnstore index
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and other table is regular rowstore table with PAGE compression
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Note: A Pre-requisite is following the instructions in the document: AzureSQLDB_ColumnstoreSetup.docx
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*************************************************************************
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*/
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/*************************************************************************************
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STEP 1 - Space comparison between CCI and PAGE compressed table
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**********************************************************************************/
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-- How about space? Data space is much smaller. One key point to note is that PAGE compression can
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-- compress 2-4x. The difference is less as we have a Primary Key on the table that creates a Unique Non-clustered index
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-- The actual data compression savings will depend upon the data and the schema
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sp_spaceused 'FactResellerSalesXL_CCI'
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GO
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sp_spaceused 'FactResellerSalesXL_PageCompressed'
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GO
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-- Validate that both tables have the same amount of rows
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SELECT count(*) as CCITableCount
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FROM FactResellerSalesXL_CCI
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GO
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SELECT count(*) as PageCompressedTableCount
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FROM FactResellerSalesXL_PageCompressed
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GO
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-- You can query the following DMV to show that most data in CCI is compressed
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SELECT *
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FROM sys.dm_db_column_store_row_group_physical_stats
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WHERE object_id = object_id('FactResellerSalesXL_CCI')
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/*********************************************************************
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Step 2 -- Overview
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-- Page Compressed BTree table v/s Columnstore table performance differences
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-- Enable actual Query Plan in order to see Plan differences when Executing
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*/
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-- Ensure Database is in 130 compatibility mode
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ALTER DATABASE AdventureworksLT SET compatibility_level = 130
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GO
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-- Execute a typical query that joins the Fact Table with dimension tables
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-- Note this query will run on the Page Compressed table, Note down the time
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SET STATISTICS IO ON
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SET STATISTICS TIME ON
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GO
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SELECT c.Year
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,e.ProductCategoryKey
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,FirstName + ' ' + LastName AS FullName
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,count(SalesOrderNumber) AS NumSales
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,sum(SalesAmount) AS TotalSalesAmt
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,Avg(SalesAmount) AS AvgSalesAmt
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,count(DISTINCT SalesOrderNumber) AS NumOrders
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,count(DISTINCT a.CustomerKey) AS CountCustomers
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FROM FactResellerSalesXL_PageCompressed a
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INNER JOIN DimProduct b ON b.ProductKey = a.ProductKey
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INNER JOIN DimCustomer d ON d.CustomerKey = a.CustomerKey
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Inner JOIN DimProductSubCategory e on e.ProductSubcategoryKey = b.ProductSubcategoryKey
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INNER JOIN DimDate c ON c.DateKey = a.OrderDateKey
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WHERE e.ProductCategoryKey =2
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AND c.FullDateAlternateKey BETWEEN '1/1/2014' AND '1/1/2015'
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GROUP BY e.ProductCategoryKey,c.Year,d.CustomerKey,d.FirstName,d.LastName
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GO
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SET STATISTICS IO OFF
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SET STATISTICS TIME OFF
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GO
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-- This is the same Prior query on a table with a Clustered Columnstore index CCI
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-- The comparison numbers are even more dramatic the larger the table is, this is a 11 million row table only.
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SET STATISTICS IO ON
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SET STATISTICS TIME ON
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GO
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SELECT c.Year
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,e.ProductCategoryKey
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,FirstName + ' ' + LastName AS FullName
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,count(SalesOrderNumber) AS NumSales
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,sum(SalesAmount) AS TotalSalesAmt
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,Avg(SalesAmount) AS AvgSalesAmt
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,count(DISTINCT SalesOrderNumber) AS NumOrders
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,count(DISTINCT a.CustomerKey) AS CountCustomers
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FROM FactResellerSalesXL_CCI a
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INNER JOIN DimProduct b ON b.ProductKey = a.ProductKey
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INNER JOIN DimCustomer d ON d.CustomerKey = a.CustomerKey
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Inner JOIN DimProductSubCategory e on e.ProductSubcategoryKey = b.ProductSubcategoryKey
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INNER JOIN DimDate c ON c.DateKey = a.OrderDateKey
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WHERE e.ProductCategoryKey =2
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AND c.FullDateAlternateKey BETWEEN '1/1/2014' AND '1/1/2015'
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GROUP BY e.ProductCategoryKey,c.Year,d.CustomerKey,d.FirstName,d.LastName
|
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GO
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|
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SET STATISTICS IO OFF
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SET STATISTICS TIME OFF
|
||||
GO
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||||
|
||||
|
||||
|
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|
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/*************************************************************************************
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STEP 3 - Constraints
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*********************************************************************************
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*/
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-- SQL 2014 did not support foreign Key constraints..
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-- Validate there are constraints on this table
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SELECT * FROM sys.indexes WHERE object_id = object_id('FactResellerSalesXL_CCI')
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SELECT * FROM sys.foreign_keys WHERE parent_object_id = object_id('FactResellerSalesXL_CCI')
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-- Now make change to violate constraint and it should fail.
|
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BEGIN TRAN
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DECLARE @SalesOrderNumber NVARCHAR(25)
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|
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SET @SalesOrderNumber = (
|
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SELECT TOP 1 SalesOrderNumber
|
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FROM FactResellerSalesXL_CCI
|
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)
|
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|
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UPDATE FactResellerSalesXL_CCI
|
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SET ProductKey = - 999
|
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WHERE SalesOrderNumber = @SalesOrderNumber
|
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ROLLBACK
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|
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|
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|
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/*************************************************************************************
|
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STEP 4 - Segment Elimination Diagnostics
|
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|
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-- How about just a normal where clause on the OrderDateKey
|
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-- Can we see Segments eliminated in the stats IO output
|
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-- Look at the messages Tab and you should get what Segments are being eliminated
|
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-- Table 'FactResellerSalesXL_CCI'. Segment reads 2, segment skipped 2.
|
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-- Can I get the same from the Plan? You have to look at the XML Plan
|
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|
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<RunTimeCountersPerThread Thread="0" ActualRows="121700" Batches="367" ActualEndOfScans="0" ActualExecutions="1" ActualExecutionMode="Batch" SegmentReads="2" SegmentSkips="2" />
|
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*****************************************************************************************
|
||||
*/
|
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SET STATISTICS IO ON
|
||||
GO
|
||||
SELECT OrderDateKey FROM FactResellerSalesXL_CCI
|
||||
WHERE OrderDateKey > 20150901
|
||||
GO
|
||||
SET STATISTICS IO OFF
|
||||
GO
|
||||
|
||||
|
||||
/*************************************************************************************
|
||||
STEP 5 - Batch Mode improvements under compatibility mode 130
|
||||
**********************************************************************************/
|
||||
-- Enable Actual QUery Plans for this exercise
|
||||
-- Hover your mouse over the SORT operator, you will see that the SORT is in batch mode.
|
||||
-- See the "ACTUAL EXECUTION MODE".. A few operators that were in Row mode in SQL 2014 are now in BATCH mode.
|
||||
|
||||
SET STATISTICS IO ON
|
||||
SET STATISTICS TIME ON
|
||||
GO
|
||||
|
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SELECT ProductKey
|
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,count(ProductKey)
|
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FROM FactResellerSalesXL_CCI
|
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GROUP BY ProductKey
|
||||
ORDER BY ProductKey
|
||||
|
||||
SET STATISTICS IO OFF
|
||||
SET STATISTICS TIME OFF
|
||||
GO
|
||||
|
||||
|
||||
/*****************************************************************************
|
||||
-- Batch Mode for serial ( Serial plan aka maxdop 1 in 2014 was in row mode)
|
||||
-- Again hover over the SCAN node in the query plan and you will see that it is
|
||||
-- in BATCH mode
|
||||
***************************************************************************/
|
||||
SET STATISTICS IO ON
|
||||
SET STATISTICS TIME ON
|
||||
GO
|
||||
|
||||
SELECT ProductKey,sum(TotalProductCost)
|
||||
FROM FactResellerSalesXL_CCI
|
||||
GROUP BY ProductKey
|
||||
OPTION (MAXDOP 1)
|
||||
GO
|
||||
|
||||
|
||||
-- set Database in 120 compatibility mode
|
||||
ALTER DATABASE AdventureworksLT SET compatibility_level = 120
|
||||
GO
|
||||
-- you will see that this query now runs in rowmode (much slower)
|
||||
SELECT ProductKey,sum(TotalProductCost)
|
||||
FROM FactResellerSalesXL_CCI
|
||||
GROUP BY ProductKey
|
||||
OPTION (MAXDOP 1)
|
||||
GO
|
||||
|
||||
-- Ensure Database is back in 130 compatibility mode
|
||||
ALTER DATABASE AdventureworksLT SET compatibility_level = 130
|
||||
GO
|
||||
SET STATISTICS IO OFF
|
||||
SET STATISTICS TIME OFF
|
||||
GO
|
||||
|
||||
|
||||
|
||||
|
||||
/*****************************************************************************
|
||||
Batch mode for Windows aggregates
|
||||
******************************************************************************/
|
||||
-- you will see that this query runs with in BATCH mode
|
||||
SELECT ProductKey,OrderDateKey
|
||||
,LEAD(OrderQuantity, 1, 0) OVER (ORDER BY OrderDateKey) AS NextQuota
|
||||
FROM FactResellerSalesXL_CCI
|
||||
WHERE orderdatekey IN ( 200130301,20130601)
|
||||
|
||||
-- set Database in 120 compatibility mode
|
||||
ALTER DATABASE AdventureworksLT SET compatibility_level = 120
|
||||
GO
|
||||
|
||||
-- you will see that this query now runs in rowmode (much slower)
|
||||
SELECT ProductKey,OrderDateKey
|
||||
,LEAD(OrderQuantity, 1, 0) OVER (ORDER BY OrderDateKey) AS NextQuota
|
||||
FROM FactResellerSalesXL_CCI
|
||||
WHERE orderdatekey IN ( 200130301,20130601)
|
||||
GO
|
||||
|
||||
-- Ensure Database is back in 130 compatibility mode
|
||||
ALTER DATABASE AdventureworksLT SET compatibility_level = 130
|
||||
GO
|
||||
|
||||
-- Multiple distinct batch mode ( was row mode in SQL 2014)
|
||||
-- In SQL 2014 the hash match would be ROW mode, and all upstream operators would be row mode.
|
||||
SET STATISTICS IO ON
|
||||
SET STATISTICS TIME ON
|
||||
GO
|
||||
|
||||
SELECT [Year],MonthNumberOfYear,
|
||||
COUNT(DISTINCT rs.ProductKey) AS DistinctProducts
|
||||
,COUNT(DISTINCT rs.CustomerKey) AS DistinctCustomers
|
||||
FROM dbo.FactResellerSalesXL_CCI AS rs
|
||||
inner join DimDate d on d.DateKey = rs.OrderDateKey
|
||||
WHERE OrderDateKey between 20130101 and 20140101
|
||||
GROUP BY [Year],MonthNumberOfYear
|
||||
ORDER BY [Year],MonthNumberOfYear;
|
||||
GO
|
||||
SET STATISTICS IO OFF
|
||||
SET STATISTICS TIME OFF
|
||||
GO
|
||||
|
||||
|
||||
|
||||
|
||||
/*************************************************************************************
|
||||
STEP 6 - Aggregate Pushdown
|
||||
**********************************************************************************/
|
||||
|
||||
SET STATISTICS IO ON
|
||||
SET STATISTICS TIME ON
|
||||
|
||||
-- Scalar aggregate pushdown without groupby is implemented.
|
||||
-- Look at the Rows coming out of the SCAN, invariably in the past, 11 million rows would flow out and be filtered to 1 row
|
||||
SELECT sum(TotalProductCost)
|
||||
FROM FactResellerSalesXL_CCI
|
||||
|
||||
-- Aggregate Pushdown for a groupby supported as well
|
||||
SELECT ProductKey
|
||||
,count(*)
|
||||
FROM FactResellerSalesXL_CCI
|
||||
GROUP BY ProductKey
|
||||
|
||||
SET STATISTICS IO OFF
|
||||
SET STATISTICS TIME OFF
|
||||
GO
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
/*************************************************************************************
|
||||
STEP 7 - String Predicate Pushdown
|
||||
**********************************************************************************/
|
||||
SET STATISTICS IO ON
|
||||
SET STATISTICS TIME ON
|
||||
GO
|
||||
|
||||
-- Look at the Query Plan, you will see the Predicate pushed to the SCAN
|
||||
-- In SQL 2014, this would be a SCAN followed by a Filter
|
||||
-- Look at the Properties of the SCAN, you will see a Predicate: [AdventureworksDW2014].[dbo].[FactResellerSalesXL_CCI].[CustomerPONumber]=[@1]
|
||||
SELECT CustomerPONumber
|
||||
FROM FactResellerSalesXL_CCI
|
||||
WHERE CustomerPONumber = N'PO35353'
|
||||
|
||||
-- set Database in 120 compatibility mode
|
||||
ALTER DATABASE AdventureworksLT SET compatibility_level = 120
|
||||
GO
|
||||
|
||||
-- you will see that this query now runs in rowmode (much slower)
|
||||
SELECT CustomerPONumber
|
||||
FROM FactResellerSalesXL_CCI
|
||||
WHERE CustomerPONumber = N'PO35353'
|
||||
|
||||
SET STATISTICS IO OFF
|
||||
SET STATISTICS TIME OFF
|
||||
GO
|
||||
|
||||
-- Ensure Database is back in 130 compatibility mode
|
||||
ALTER DATABASE AdventureworksLT SET compatibility_level = 130
|
||||
GO
|
||||
|
||||
|
||||
/*************************************************************************************
|
||||
STEP 8 - Non-Clustered Indexes ( btree) on top of Clustered columnstore index
|
||||
**********************************************************************************/
|
||||
-- What abount narrow lookups
|
||||
-- See missing index for this Plan
|
||||
-- Also notice no segments were eliminated . There is an optimization where you see a PROBE BITMAP filter pushed to the SCAN
|
||||
|
||||
DBCC DROPCLEANBUFFERS
|
||||
GO
|
||||
SET STATISTICS TIME ON
|
||||
SET STATISTICS IO ON
|
||||
GO
|
||||
|
||||
SELECT OrderDate
|
||||
,SalesAmount
|
||||
FROM FactResellerSalesXL_CCI a
|
||||
INNER JOIN DimProduct b ON a.ProductKey = b.ProductKey
|
||||
WHERE b.EnglishProductName = 'Road-550-W Yellow, 44'
|
||||
GO
|
||||
|
||||
SET STATISTICS TIME OFF
|
||||
SET STATISTICS IO OFF
|
||||
GO
|
||||
|
||||
|
||||
/* Now create the missing index */
|
||||
CREATE NONCLUSTERED INDEX IndFactResellerSalesXL_CCI_NCI
|
||||
ON [dbo].[FactResellerSalesXL_CCI] ([ProductKey])
|
||||
INCLUDE ([SalesAmount],[OrderDate])
|
||||
GO
|
||||
-- After NCI creation what does the plan look like?
|
||||
-- Notice the Join has changed from Hash join to a nested loop join
|
||||
-- Also the inner branch of the nested loop is a seek
|
||||
-- And IO done is far less and time should be less too in particular CPU time
|
||||
SET STATISTICS TIME ON
|
||||
SET STATISTICS IO ON
|
||||
GO
|
||||
|
||||
SELECT OrderDate
|
||||
,SalesAmount
|
||||
FROM FactResellerSalesXL_CCI a
|
||||
INNER JOIN DimProduct b ON a.ProductKey = b.ProductKey
|
||||
WHERE b.EnglishProductName = 'Road-550-W Yellow, 44'
|
||||
GO
|
||||
|
||||
SET STATISTICS TIME OFF
|
||||
SET STATISTICS IO OFF
|
||||
GO
|
||||
|
||||
-- drop the index just created
|
||||
--Drop index [FactResellerSales_CCI].IndFactResellerSales_CCI_NCI
|
||||
DROP INDEX IF EXISTS [FactResellerSales_CCI].IndFactResellerSales_CCI_NCI;
|
||||
|
||||
/*************************************************************************************
|
||||
STEP 9 - Read Committed Snapshot Isolation
|
||||
**********************************************************************************/
|
||||
-- RCSI now supported now, which means you can have CCI on AlwaysOn secondaries
|
||||
-- Note this may be blocked if you have other connections opened
|
||||
ALTER DATABASE AdventureworksLT SET READ_COMMITTED_SNAPSHOT ON
|
||||
GO
|
||||
ALTER DATABASE AdventureworksLT SET ALLOW_SNAPSHOT_ISOLATION ON
|
||||
GO
|
||||
|
||||
|
||||
-- Now run a Snapshot isolation transaction
|
||||
SET TRANSACTION ISOLATION LEVEL SNAPSHOT;
|
||||
GO
|
||||
BEGIN TRAN
|
||||
SELECT TOP 10 * FROM FactResellerSalesXL_CCI
|
||||
COMMIT
|
||||
GO
|
||||
SET TRANSACTION ISOLATION LEVEL READ COMMITTED;
|
||||
GO
|
||||
|
||||
-- Revert back if needed
|
||||
ALTER DATABASE AdventureworksLT SET READ_COMMITTED_SNAPSHOT OFF
|
||||
GO
|
||||
ALTER DATABASE AdventureworksLT SET ALLOW_SNAPSHOT_ISOLATION OFF
|
||||
GO
|
||||
|
||||
|
||||
|
||||
/*************************************************************************************
|
||||
STEP 10 - Diagnostics and DMVs
|
||||
**********************************************************************************/
|
||||
-- New DMV
|
||||
-- See in particular the trim_reason_description which will give you why the rowgroup was closed ( if at all ) before the 1 million mark
|
||||
-- In this case all of them have 1 million except one, which has the trim_reason_description as REORG
|
||||
SELECT * FROM sys.dm_db_column_store_row_group_physical_stats
|
||||
|
||||
|
||||
-- Do we see NCI metadata?
|
||||
-- Should appear like any Non clustered index.
|
||||
SELECT * FROM sys.dm_db_index_operational_stats(NULL, NULL, NULL, NULL)
|
||||
WHERE database_id = db_id() AND object_id = object_id('FactResellerSalesXL_CCI')
|
||||
|
||||
|
||||
-- Metadata for Columnstore indexes
|
||||
-- This is a new DMV that gives you Usage data like index operational stats for columnstores
|
||||
-- You can see which rowgroups are scanned how often, locking on rowgroups, latching on row groups
|
||||
-- Also io_latch waits on rowgroups that indicate Io bottleneck
|
||||
SELECT * FROM sys.dm_db_column_store_row_group_operational_stats
|
||||
|
||||
|
||||
/*************************************************************************************
|
||||
STEP 11 - Parallel Insert select in compat mode 130
|
||||
**********************************************************************************/
|
||||
-- Demo parallel Insert from staging table
|
||||
If object_id('FactResellerSalesXL_CCI_temp') IS NOT NULL
|
||||
DROP TABLE [FactResellerSalesXL_CCI_temp];
|
||||
|
||||
-- create ccitest_temp and create a columnstore index
|
||||
SELECT * INTO FactResellerSalesXL_CCI_temp FROM FactResellerSalesXL_CCI WHERE 1 = 2
|
||||
CREATE CLUSTERED columnstore INDEX cci_temp ON FactResellerSalesXL_CCI_temp
|
||||
|
||||
|
||||
-- Note this inserts rows in parallel
|
||||
-- You need the TABLOCK hint
|
||||
-- Note You may noticed parallelism only in higher sku's than P1.
|
||||
INSERT INTO FactResellerSalesXL_CCI_temp WITH (TABLOCK)
|
||||
SELECT TOP 400000 * FROM FactResellerSalesXL_CCI
|
||||
|
||||
|
||||
-- check the rowgroups created.
|
||||
-- you will notice each thread creates its own delta rowgroup. The compressed rowgproup will only be created
|
||||
-- if number of rows inserted by a thread is > 100k
|
||||
SELECT * FROM sys.dm_db_column_store_row_group_physical_stats
|
||||
WHERE object_id = object_id('FactResellerSalesXL_CCI_temp')
|
||||
|
||||
|
||||
|
||||
/*************************************************************************************
|
||||
STEP 12 - Supportability - Index REORGANIZE and MERGE
|
||||
**********************************************************************************/
|
||||
-- Force the compression of all rowgroups
|
||||
ALTER INDEX cci_temp on FactResellerSalesXL_CCI_temp REORGANIZE WITH (COMPRESS_ALL_ROW_GROUPS = ON)
|
||||
|
||||
-- Note that all delta RGs were compressed
|
||||
-- Also note, that this DMV provides much richer set of information such as why a rowgroup was compressed
|
||||
SELECT * FROM sys.dm_db_column_store_row_group_physical_stats
|
||||
WHERE object_id = object_id('FactResellerSalesXL_CCI_temp')
|
||||
|
||||
|
||||
-- Now delete a subset of rows
|
||||
DELETE FactResellerSalesXL_CCI_temp WHERE productkey % 2 = 0
|
||||
|
||||
-- run the following DMV to note the deleted rows
|
||||
SELECT * FROM sys.dm_db_column_store_row_group_physical_stats
|
||||
WHERE object_id = object_id('FactResellerSalesXL_CCI_temp')
|
||||
|
||||
|
||||
-- we will now run REORG command to defragement the columnstore index by removing deleted rows
|
||||
-- This will MERGE smaller rowgroups into larger rowgroups and also reclaim space from the deleted rows
|
||||
-- http://blogs.msdn.com/b/sqlcat/archive/2015/08/17/sql-2016-columnstore-row-group-merge-policy-and-index-maintenance-improvements.aspx
|
||||
ALTER INDEX cci_temp on FactResellerSalesXL_CCI_temp REORGANIZE
|
||||
|
||||
-- Validate the new rowgroups that were merged
|
||||
-- Note only look at the COMPRESSED rowgroup.
|
||||
SELECT * FROM sys.dm_db_column_store_row_group_physical_stats
|
||||
WHERE object_id = object_id('FactResellerSalesXL_CCI_temp')
|
||||
|
||||
|
||||
|
||||
|
||||
@@ -0,0 +1,495 @@
|
||||
-- The below script is used to install the sample for In-Memory Analytics in Azure SQL Database.
|
||||
-- The sample requires a new Premium database, created based on the AdventureWorksLT sample.
|
||||
--
|
||||
|
||||
-- Check edition.
|
||||
/****** Object: Table [dbo].[DimGeography] Script Date: 10/23/2015 1:38:34 PM ******/
|
||||
SET ANSI_NULLS ON
|
||||
GO
|
||||
SET QUOTED_IDENTIFIER ON
|
||||
GO
|
||||
ALTER DATABASE CURRENT SET COMPATIBILITY_LEVEL=130
|
||||
GO
|
||||
If object_id('dbo.DimGeography') is not null
|
||||
DROP TABLE [dbo].[DimGeography]
|
||||
GO
|
||||
CREATE TABLE [dbo].[DimGeography](
|
||||
[GeographyKey] [int] IDENTITY(1,1) NOT NULL,
|
||||
[GeographyAlternateKey] [int] NULL,
|
||||
[City] [nvarchar](30) COLLATE SQL_Latin1_General_CP1_CI_AS NULL,
|
||||
[StateProvinceName] [nvarchar](50) COLLATE SQL_Latin1_General_CP1_CI_AS NULL,
|
||||
[CountryRegionName] [nvarchar](50) COLLATE SQL_Latin1_General_CP1_CI_AS NULL,
|
||||
[PostalCode] [nvarchar](15) COLLATE SQL_Latin1_General_CP1_CI_AS NULL,
|
||||
CONSTRAINT [PK_DimGeography_GeographyKey] PRIMARY KEY CLUSTERED
|
||||
(
|
||||
[GeographyKey] ASC
|
||||
)WITH (PAD_INDEX = OFF, STATISTICS_NORECOMPUTE = OFF, IGNORE_DUP_KEY = OFF, ALLOW_ROW_LOCKS = ON, ALLOW_PAGE_LOCKS = ON)
|
||||
)
|
||||
GO
|
||||
-- Populate Data
|
||||
insert into DimGeography
|
||||
select distinct AddressID,City,StateProvince,CountryRegion,PostalCode
|
||||
from SalesLT.Address
|
||||
|
||||
-- select * from DimGeography
|
||||
|
||||
/****** Object: Table [dbo].[DimCustomer] Script Date: 10/23/2015 1:38:34 PM ******/
|
||||
If object_id('dbo.DimCustomer') is not null
|
||||
DROP TABLE [dbo].[DimCustomer]
|
||||
GO
|
||||
SET ANSI_NULLS ON
|
||||
GO
|
||||
SET QUOTED_IDENTIFIER ON
|
||||
GO
|
||||
CREATE TABLE [dbo].[DimCustomer](
|
||||
[CustomerKey] [int] IDENTITY(1,1) NOT NULL,
|
||||
[GeographyKey] [int] NULL,
|
||||
[CustomerAlternateKey] [nvarchar](15) COLLATE SQL_Latin1_General_CP1_CI_AS NOT NULL,
|
||||
[FirstName] [nvarchar](50) COLLATE SQL_Latin1_General_CP1_CI_AS NULL,
|
||||
[MiddleName] [nvarchar](50) COLLATE SQL_Latin1_General_CP1_CI_AS NULL,
|
||||
[LastName] [nvarchar](50) COLLATE SQL_Latin1_General_CP1_CI_AS NULL,
|
||||
[Suffix] [nvarchar](10) COLLATE SQL_Latin1_General_CP1_CI_AS NULL,
|
||||
[EmailAddress] [nvarchar](50) COLLATE SQL_Latin1_General_CP1_CI_AS NULL
|
||||
CONSTRAINT [PK_DimCustomer_CustomerKey] PRIMARY KEY CLUSTERED
|
||||
(
|
||||
[CustomerKey] ASC
|
||||
)WITH (PAD_INDEX = OFF, STATISTICS_NORECOMPUTE = OFF, IGNORE_DUP_KEY = OFF, ALLOW_ROW_LOCKS = ON, ALLOW_PAGE_LOCKS = ON)
|
||||
)
|
||||
-- Indexes
|
||||
/****** Object: Index [IX_DimCustomer_CustomerAlternateKey] Script Date: 10/23/2015 1:38:34 PM ******/
|
||||
CREATE NONCLUSTERED INDEX [IX_DimCustomer_CustomerAlternateKey] ON [dbo].[DimCustomer]
|
||||
(
|
||||
[CustomerAlternateKey] ASC
|
||||
)WITH (PAD_INDEX = OFF, STATISTICS_NORECOMPUTE = OFF, SORT_IN_TEMPDB = OFF, IGNORE_DUP_KEY = OFF, DROP_EXISTING = OFF, ONLINE = OFF, ALLOW_ROW_LOCKS = ON, ALLOW_PAGE_LOCKS = ON)
|
||||
GO
|
||||
|
||||
-- Populate Customer Dimension
|
||||
insert into [DimCustomer]
|
||||
select GeographyKey,a.CustomerID,a.FirstName,a.MiddleName,a.LastName,a.Suffix,a.EmailAddress
|
||||
from SalesLT.Customer a
|
||||
inner join SalesLT.CustomerAddress b on a.CustomerID = b.CustomerID
|
||||
inner join DimGeography c on c.GeographyAlternateKey = b.AddressID
|
||||
|
||||
|
||||
/****** Object: Table [dbo].[DimDate] Script Date: 10/23/2015 1:38:34 PM ******/
|
||||
If object_id('dbo.DimDate') is not null
|
||||
DROP TABLE [dbo].[DimDate]
|
||||
GO
|
||||
SET ANSI_NULLS ON
|
||||
GO
|
||||
SET QUOTED_IDENTIFIER ON
|
||||
GO
|
||||
CREATE TABLE [dbo].[DimDate](
|
||||
[DateKey] [int] NOT NULL,
|
||||
[FullDateAlternateKey] [date] NOT NULL,
|
||||
[DayNumberOfWeek] [tinyint] NOT NULL,
|
||||
[EnglishDayNameOfWeek] [nvarchar](10) COLLATE SQL_Latin1_General_CP1_CI_AS NOT NULL,
|
||||
[DayNumberOfMonth] [tinyint] NOT NULL,
|
||||
[DayNumberOfYear] [smallint] NOT NULL,
|
||||
[WeekNumberOfYear] [tinyint] NOT NULL,
|
||||
[MonthNumberOfYear] [tinyint] NOT NULL,
|
||||
[EnglishMonthName] [nvarchar](10) COLLATE SQL_Latin1_General_CP1_CI_AS NOT NULL,
|
||||
[Year] [smallint] NOT NULL
|
||||
CONSTRAINT [PK_DimDate_DateKey] PRIMARY KEY CLUSTERED
|
||||
(
|
||||
[DateKey] ASC
|
||||
)WITH (PAD_INDEX = OFF, STATISTICS_NORECOMPUTE = OFF, IGNORE_DUP_KEY = OFF, ALLOW_ROW_LOCKS = ON, ALLOW_PAGE_LOCKS = ON)
|
||||
)
|
||||
GO
|
||||
|
||||
-- Procedure to Populate Date Dimension
|
||||
If object_id('dbo.spGenerateDateDimension') is not null
|
||||
DROP PROCEDURE [dbo].[spGenerateDateDimension]
|
||||
GO
|
||||
Create Procedure [dbo].[spGenerateDateDimension]
|
||||
@StartDate Date
|
||||
, @EndDate Date
|
||||
AS
|
||||
;WITH DateList AS (
|
||||
SELECT @StartDate AS [DateKey]
|
||||
UNION ALL
|
||||
SELECT DATEADD(DAY,1,[DateKey])
|
||||
FROM DateList
|
||||
WHERE DATEADD(DAY,1,[DateKey]) <= @EndDate
|
||||
)
|
||||
Insert into DimDate
|
||||
select
|
||||
[DateKey]= Cast(CONVERT(VARCHAR,[DateKey],112) as int) --YYYYMMDD
|
||||
,[FullDateAlternateKey] = [DateKey]
|
||||
-- week
|
||||
,[DayNumberOfWeek] =DATEPART(WEEKDAY, [DateKey])
|
||||
,[EnglishDayNameOfWeek] = DATENAME(WEEKDAY, [DateKey])
|
||||
-- Month
|
||||
,[DayNumberOfMonth] = DAY([DateKey])
|
||||
--year
|
||||
,[DayNumberOfYear] =DATEPART(DAYOFYEAR, [DateKey])
|
||||
,[WeekNumberOfYear] = DATEPART(WEEK, [DateKey])
|
||||
-- Year
|
||||
, [MonthNumberOfYear] = DATEPART(MONTH, [DateKey])
|
||||
, [EnglishMonthName] = DATENAME(MONTH, [DateKey])
|
||||
|
||||
|
||||
,[Year] = YEAR([DateKey])
|
||||
--into tbltest
|
||||
from DateList
|
||||
OPTION (MAXRECURSION 0)
|
||||
GO
|
||||
-- Populate Date Dimension
|
||||
[spGenerateDateDimension] '1/1/2010', '1/1/2017'
|
||||
GO
|
||||
|
||||
|
||||
/****** Object: Index [AK_DimDate_FullDateAlternateKey] Script Date: 10/23/2015 1:38:34 PM ******/
|
||||
CREATE UNIQUE NONCLUSTERED INDEX [AK_DimDate_FullDateAlternateKey] ON [dbo].[DimDate]
|
||||
(
|
||||
[FullDateAlternateKey] ASC
|
||||
)WITH (PAD_INDEX = OFF, STATISTICS_NORECOMPUTE = OFF, SORT_IN_TEMPDB = OFF, IGNORE_DUP_KEY = OFF, DROP_EXISTING = OFF, ONLINE = OFF, ALLOW_ROW_LOCKS = ON, ALLOW_PAGE_LOCKS = ON)
|
||||
GO
|
||||
|
||||
-- select * from DimDate
|
||||
|
||||
/****** Object: Table [dbo].[DimProductCategory] Script Date: 10/23/2015 1:38:34 PM ******/
|
||||
If object_id('dbo.DimProductCategory') is not null
|
||||
DROP TABLE [dbo].[DimProductCategory]
|
||||
GO
|
||||
SET ANSI_NULLS ON
|
||||
GO
|
||||
SET QUOTED_IDENTIFIER ON
|
||||
GO
|
||||
CREATE TABLE [dbo].[DimProductCategory](
|
||||
[ProductCategoryKey] [int] IDENTITY(1,1) NOT NULL,
|
||||
[ProductCategoryAlternateKey] [int] NULL,
|
||||
[EnglishProductCategoryName] [nvarchar](50) COLLATE SQL_Latin1_General_CP1_CI_AS NOT NULL,
|
||||
CONSTRAINT [PK_DimProductCategory_ProductCategoryKey] PRIMARY KEY CLUSTERED
|
||||
(
|
||||
[ProductCategoryKey] ASC
|
||||
)WITH (PAD_INDEX = OFF, STATISTICS_NORECOMPUTE = OFF, IGNORE_DUP_KEY = OFF, ALLOW_ROW_LOCKS = ON, ALLOW_PAGE_LOCKS = ON),
|
||||
CONSTRAINT [AK_DimProductCategory_ProductCategoryAlternateKey] UNIQUE NONCLUSTERED
|
||||
(
|
||||
[ProductCategoryAlternateKey] ASC
|
||||
)WITH (PAD_INDEX = OFF, STATISTICS_NORECOMPUTE = OFF, IGNORE_DUP_KEY = OFF, ALLOW_ROW_LOCKS = ON, ALLOW_PAGE_LOCKS = ON)
|
||||
)
|
||||
GO
|
||||
|
||||
-- Populate
|
||||
insert into DimProductCategory
|
||||
SELECT [ProductCategoryID] ,[Name] FROM [SalesLT].[ProductCategory]
|
||||
Where ParentProductCategoryID is NULL
|
||||
|
||||
|
||||
/****** Object: Table [dbo].[DimProductSubcategory] Script Date: 10/23/2015 1:38:34 PM ******/
|
||||
If object_id('dbo.DimProductSubcategory') is not null
|
||||
DROP TABLE [dbo].[DimProductSubcategory]
|
||||
GO
|
||||
SET ANSI_NULLS ON
|
||||
GO
|
||||
SET QUOTED_IDENTIFIER ON
|
||||
GO
|
||||
CREATE TABLE [dbo].[DimProductSubcategory](
|
||||
[ProductSubcategoryKey] [int] IDENTITY(1,1) NOT NULL,
|
||||
[ProductSubcategoryAlternateKey] [int] NULL,
|
||||
[EnglishProductSubcategoryName] [nvarchar](50) COLLATE SQL_Latin1_General_CP1_CI_AS NOT NULL,
|
||||
[ProductCategoryKey] [int] NULL,
|
||||
CONSTRAINT [PK_DimProductSubcategory_ProductSubcategoryKey] PRIMARY KEY CLUSTERED
|
||||
(
|
||||
[ProductSubcategoryKey] ASC
|
||||
)WITH (PAD_INDEX = OFF, STATISTICS_NORECOMPUTE = OFF, IGNORE_DUP_KEY = OFF, ALLOW_ROW_LOCKS = ON, ALLOW_PAGE_LOCKS = ON),
|
||||
CONSTRAINT [AK_DimProductSubcategory_ProductSubcategoryAlternateKey] UNIQUE NONCLUSTERED
|
||||
(
|
||||
[ProductSubcategoryAlternateKey] ASC
|
||||
)WITH (PAD_INDEX = OFF, STATISTICS_NORECOMPUTE = OFF, IGNORE_DUP_KEY = OFF, ALLOW_ROW_LOCKS = ON, ALLOW_PAGE_LOCKS = ON)
|
||||
)
|
||||
GO
|
||||
|
||||
-- Populate
|
||||
insert into DimProductSubcategory
|
||||
SELECT a.[ProductCategoryID] ,a.[Name],b.[ProductCategoryKey]
|
||||
FROM [SalesLT].[ProductCategory] a
|
||||
inner join DimProductCategory b on b.[ProductCategoryAlternateKey] = a.[ParentProductCategoryID]
|
||||
|
||||
-- select * from DimProductSubcategory
|
||||
|
||||
|
||||
/****** Object: Table [dbo].[DimProduct] Script Date: 10/23/2015 1:38:34 PM ******/
|
||||
If object_id('dbo.DimProduct') is not null
|
||||
DROP TABLE [dbo].[DimProduct]
|
||||
GO
|
||||
SET ANSI_NULLS ON
|
||||
GO
|
||||
SET QUOTED_IDENTIFIER ON
|
||||
GO
|
||||
SET ANSI_PADDING ON
|
||||
GO
|
||||
CREATE TABLE [dbo].[DimProduct](
|
||||
[ProductKey] [int] IDENTITY(1,1) NOT NULL,
|
||||
[ProductAlternateKey] [int] NULL,
|
||||
[ProductSubcategoryKey] [int] NULL,
|
||||
[EnglishProductName] [nvarchar](50) COLLATE SQL_Latin1_General_CP1_CI_AS NOT NULL,
|
||||
[ProductNumber] [nvarchar](25) COLLATE SQL_Latin1_General_CP1_CI_AS NULL,
|
||||
[Color] [nvarchar](15) COLLATE SQL_Latin1_General_CP1_CI_AS NULL,
|
||||
[StandardCost] [money] NULL,
|
||||
[ListPrice] [money] NULL,
|
||||
[Size] [nvarchar](50) COLLATE SQL_Latin1_General_CP1_CI_AS NULL,
|
||||
[Weight] [float] NULL,
|
||||
[ProductModel] [nvarchar](400) COLLATE SQL_Latin1_General_CP1_CI_AS NULL,
|
||||
[StartDate] [datetime] NULL,
|
||||
[EndDate] [datetime] NULL
|
||||
CONSTRAINT [PK_DimProduct_ProductKey] PRIMARY KEY CLUSTERED
|
||||
(
|
||||
[ProductKey] ASC
|
||||
)WITH (PAD_INDEX = OFF, STATISTICS_NORECOMPUTE = OFF, IGNORE_DUP_KEY = OFF, ALLOW_ROW_LOCKS = ON, ALLOW_PAGE_LOCKS = ON),
|
||||
CONSTRAINT [AK_DimProduct_ProductAlternateKey_StartDate] UNIQUE NONCLUSTERED
|
||||
(
|
||||
[ProductAlternateKey] ASC,
|
||||
[StartDate] ASC
|
||||
)WITH (PAD_INDEX = OFF, STATISTICS_NORECOMPUTE = OFF, IGNORE_DUP_KEY = OFF, ALLOW_ROW_LOCKS = ON, ALLOW_PAGE_LOCKS = ON)
|
||||
)
|
||||
|
||||
-- Populate DimProduct
|
||||
insert into [DimProduct]
|
||||
SELECT [ProductID],a.ProductCategoryID ,a.[Name],[ProductNumber],[Color],[StandardCost],[ListPrice],[Size],[Weight]
|
||||
, b.[Name],[SellStartDate],[SellEndDate]
|
||||
from SalesLT.Product a
|
||||
inner join SalesLT.ProductModel b on a.ProductModelID = b.ProductModelID
|
||||
inner join DimProductSubCategory c on c.ProductSubcategoryAlternateKey = a.ProductCategoryID
|
||||
|
||||
-- select * from DimProduct
|
||||
|
||||
-- Fact Table
|
||||
/****** Object: Table [dbo].[FactResellerSalesXL_CCI] Script Date: 10/23/2015 1:38:34 PM ******/
|
||||
IF object_id('dbo.[FactResellerSalesXL_CCI]') is not null
|
||||
DROP TABLE [dbo].[FactResellerSalesXL_CCI]
|
||||
GO
|
||||
SET ANSI_NULLS ON
|
||||
GO
|
||||
SET QUOTED_IDENTIFIER ON
|
||||
GO
|
||||
CREATE TABLE [dbo].[FactResellerSalesXL_CCI](
|
||||
[ProductKey] [int] NOT NULL,
|
||||
[OrderDateKey] [int] NOT NULL,
|
||||
[DueDateKey] [int] NOT NULL,
|
||||
[ShipDateKey] [int] NOT NULL,
|
||||
[SalesOrderNumber] [nvarchar](20) COLLATE SQL_Latin1_General_CP1_CI_AS NOT NULL,
|
||||
[SalesOrderLineNumber] [tinyint] NOT NULL,
|
||||
[RevisionNumber] [tinyint] NULL,
|
||||
[CustomerKey] [int] NULL,
|
||||
[OrderQuantity] [smallint] NULL,
|
||||
[UnitPrice] [money] NULL,
|
||||
[UnitPriceDiscountPct] [float] NULL,
|
||||
[DiscountAmount] [float] NULL,
|
||||
[ProductStandardCost] [money] NULL,
|
||||
[TotalProductCost] [money] NULL,
|
||||
[SalesAmount] [money] NULL,
|
||||
[TaxAmt] [money] NULL,
|
||||
[LineTotal] numeric(38,6) NULL,
|
||||
[Freight] [money] NULL,
|
||||
[CarrierTrackingNumber] [nvarchar](25) COLLATE SQL_Latin1_General_CP1_CI_AS NULL,
|
||||
[CustomerPONumber] [nvarchar](25) COLLATE SQL_Latin1_General_CP1_CI_AS NULL,
|
||||
[OrderDate] [smalldatetime] NULL,
|
||||
[DueDate] [smalldatetime] NULL,
|
||||
[ShipDate] [smalldatetime] NULL
|
||||
)
|
||||
GO
|
||||
|
||||
-- Create a Page Compressed Fact Table for performance comparisons
|
||||
IF object_id('dbo.[FactResellerSalesXL_PageCompressed]') is not null
|
||||
DROP TABLE [dbo].[FactResellerSalesXL_PageCompressed]
|
||||
GO
|
||||
SET ANSI_NULLS ON
|
||||
GO
|
||||
SET QUOTED_IDENTIFIER ON
|
||||
GO
|
||||
CREATE TABLE [dbo].[FactResellerSalesXL_PageCompressed](
|
||||
[ProductKey] [int] NOT NULL,
|
||||
[OrderDateKey] [int] NOT NULL,
|
||||
[DueDateKey] [int] NOT NULL,
|
||||
[ShipDateKey] [int] NOT NULL,
|
||||
[SalesOrderNumber] [nvarchar](20) COLLATE SQL_Latin1_General_CP1_CI_AS NOT NULL,
|
||||
[SalesOrderLineNumber] [tinyint] NOT NULL,
|
||||
[RevisionNumber] [tinyint] NULL,
|
||||
[CustomerKey] [int] NULL,
|
||||
[OrderQuantity] [smallint] NULL,
|
||||
[UnitPrice] [money] NULL,
|
||||
[UnitPriceDiscountPct] [float] NULL,
|
||||
[DiscountAmount] [float] NULL,
|
||||
[ProductStandardCost] [money] NULL,
|
||||
[TotalProductCost] [money] NULL,
|
||||
[SalesAmount] [money] NULL,
|
||||
[TaxAmt] [money] NULL,
|
||||
[LineTotal] numeric(38,6) NULL,
|
||||
[Freight] [money] NULL,
|
||||
[CarrierTrackingNumber] [nvarchar](25) COLLATE SQL_Latin1_General_CP1_CI_AS NULL,
|
||||
[CustomerPONumber] [nvarchar](25) COLLATE SQL_Latin1_General_CP1_CI_AS NULL,
|
||||
[OrderDate] [smalldatetime] NULL,
|
||||
[DueDate] [smalldatetime] NULL,
|
||||
[ShipDate] [smalldatetime] NULL
|
||||
)
|
||||
GO
|
||||
ALTER TABLE [dbo].[FactResellerSalesXL_PageCompressed] WITH CHECK ADD
|
||||
CONSTRAINT [PK_FactResellerSalesXL_PageCompressed_SalesOrderNumber_SalesOrderLineNumber] PRIMARY KEY CLUSTERED
|
||||
(
|
||||
[SalesOrderNumber] ASC,
|
||||
[SalesOrderLineNumber] ASC
|
||||
)WITH (PAD_INDEX = OFF, DATA_COMPRESSION = PAGE,STATISTICS_NORECOMPUTE = OFF, IGNORE_DUP_KEY = OFF, ALLOW_ROW_LOCKS = ON, ALLOW_PAGE_LOCKS = ON)
|
||||
GO
|
||||
|
||||
Select 'Created Tables.. Please wait Populating Data' as Status
|
||||
GO
|
||||
|
||||
-- Number of rows distributed by date.
|
||||
-- This script will take around 15 minutes to populate couple million rows in the fact table.
|
||||
Select 'Please wait..FactResellerSalesXL_CCI being populated, may take 10-15 mins' as Status
|
||||
GO
|
||||
SET NOCOUNT ON
|
||||
go
|
||||
if object_id('tempdb..#temp') is not null
|
||||
drop table #temp
|
||||
SELECT ABS( DateKey - 20150000 ) % 500 as NumOrdersPerDay,DateKey,FullDateAlternateKey
|
||||
into #temp
|
||||
FROM DimDate
|
||||
where datekey > 20120101 and datekey < 20151026
|
||||
order by DateKey asc
|
||||
|
||||
-- Initialization
|
||||
Declare @SalesOrder int = 5000
|
||||
--select sum(ordersperDateKey) from #temp
|
||||
-- Constant Fields per order
|
||||
Declare @OrderDateKey int,
|
||||
@DueDateKey int,
|
||||
@ShipDateKey int,
|
||||
@NumOrderLineItems int, -- manufactured.
|
||||
@OrderDate datetime ,
|
||||
@DueDate datetime ,
|
||||
@ShipDate datetime,
|
||||
@SalesOrderNumber nvarchar(25),
|
||||
@NumOrdersPerDateKey int,
|
||||
@NumSalesLineItems int
|
||||
|
||||
Declare @CustomerPONumber nvarchar(25),@CarrierTrackingNumber nvarchar(25)
|
||||
|
||||
-- Loop through each Date Key to insert that many rows.
|
||||
DECLARE mycursor CURSOR
|
||||
FOR SELECT NumOrdersPerDay,DateKey,FullDateAlternateKey from #temp
|
||||
|
||||
OPEN mycursor
|
||||
FETCH NEXT FROM mycursor
|
||||
INTO @NumOrdersPerDateKey, @OrderDateKey,@OrderDate
|
||||
|
||||
WHILE @@FETCH_STATUS = 0
|
||||
BEGIN
|
||||
|
||||
-- Ship date is 6 days after, due date is 12 days after order for simplicity.
|
||||
SELECT @ShipDate = dateadd(day,6,@OrderDate), @DueDate= dateadd(day,12,@OrderDate)
|
||||
SELECT @ShipDateKey = DateKey from DimDate
|
||||
where FullDateAlternateKey = @ShipDate
|
||||
SELECT @DueDateKey = DateKey from DimDate
|
||||
where FullDateAlternateKey = @DueDate
|
||||
|
||||
select @NumOrderLineItems = @NumOrdersPerDateKey %12 + 3
|
||||
|
||||
|
||||
BEGIN TRAN
|
||||
Declare @OrdersPerDateKey int = 0, @SalesOrderLineNumber int = 1, @i int = 1
|
||||
while ( @OrdersPerDateKey < @NumOrdersPerDateKey )
|
||||
BEGIN
|
||||
|
||||
select @SalesOrderNumber = N'SO' + cast(@SalesOrder as nvarchar(20))
|
||||
,@CustomerPONumber='PO' + cast(@SalesOrder + 1234 as nvarchar(20))
|
||||
,@CarrierTrackingNumber = Substring(cast(newid() as nvarchar(50)),0,14)
|
||||
SET @SalesOrder = @SalesOrder + 1
|
||||
|
||||
;WITH Ordered AS (
|
||||
SELECT ROW_NUMBER() OVER (ORDER BY SalesOrderDetailID) AS RowNumber,
|
||||
SalesOrderID,OrderQty,ProductID,UnitPrice,UnitPriceDiscount,LineTotal
|
||||
FROM SalesLT.SalesOrderDetail)
|
||||
, OrderedDetails AS ( SELECT Rownumber,SalesOrderID,OrderQty,ProductID,UnitPrice,UnitPriceDiscount,LineTotal
|
||||
FROM Ordered
|
||||
WHERE RowNumber between @i and @i + @NumOrderLineItems)
|
||||
insert into FactResellerSalesXL_CCI
|
||||
select c.ProductKey, @OrderDateKey as OrderDateKey ,@DueDateKey as DueDateKey ,@ShipDateKey as ShipDateKey, @SalesOrderNumber as SalesOrderNumber
|
||||
,RowNumber - @i+1 as SalesOrderLineNumber ,b.RevisionNumber,d.CustomerKey
|
||||
, a.OrderQty as OrderQuantity,a.UnitPrice,a.UnitPriceDiscount as UnitPriceDiscountPct
|
||||
, DiscountAmount = a.UnitPriceDiscount *c.ListPrice * a.OrderQty
|
||||
,c.StandardCost as ProductStandardCost,TotalProductCost = a.OrderQty*c.StandardCost,b.SubTotal as SalesAmount,b.TaxAmt
|
||||
,a.LineTotal, b.Freight
|
||||
,@CarrierTrackingNumber as CarrierTrackingNumber,@CustomerPONumber as CustomerPONumber
|
||||
,@OrderDate as OrderDate,@DueDate as DueDate,@ShipDate as ShipDate
|
||||
From OrderedDetails a
|
||||
inner join SalesLT.SalesOrderHeader b on a.SalesOrderID = b.SalesOrderID
|
||||
inner join DimProduct c on a.ProductID = c.ProductAlternateKey
|
||||
inner join DimCustomer d on d.CustomerAlternateKey = b.CustomerID
|
||||
|
||||
set @i = @i + @NumOrderLineItems
|
||||
if @i > 542
|
||||
set @i = 1
|
||||
|
||||
SET @OrdersPerDateKey = @OrdersPerDateKey + 1
|
||||
END
|
||||
COMMIT
|
||||
|
||||
FETCH NEXT FROM mycursor
|
||||
INTO @NumOrdersPerDateKey, @OrderDateKey,@OrderDate
|
||||
END
|
||||
|
||||
Close mycursor
|
||||
deallocate mycursor
|
||||
GO
|
||||
|
||||
Select 'FactResellerSalesXL_CCI Populated' as Status
|
||||
GO
|
||||
|
||||
-- Create Index
|
||||
/****** Object: Index [IndFactResellerSales_CCI] Script Date: 10/23/2015 1:38:34 PM ******/
|
||||
CREATE CLUSTERED COLUMNSTORE INDEX [IndFactResellerSales_CCI] ON [dbo].[FactResellerSalesXL_CCI] WITH (MAXDOP = 1)
|
||||
GO
|
||||
|
||||
-- Create Constraints
|
||||
ALTER TABLE [dbo].[FactResellerSalesXL_CCI] WITH CHECK ADD
|
||||
CONSTRAINT [PK_FactResellerSalesXL_CCI_SalesOrderNumber_SalesOrderLineNumber] PRIMARY KEY
|
||||
(
|
||||
[SalesOrderNumber] ASC,
|
||||
[SalesOrderLineNumber] ASC
|
||||
)WITH (PAD_INDEX = OFF, DATA_COMPRESSION = PAGE,STATISTICS_NORECOMPUTE = OFF, IGNORE_DUP_KEY = OFF, ALLOW_ROW_LOCKS = ON, ALLOW_PAGE_LOCKS = ON)
|
||||
|
||||
ALTER TABLE [dbo].[FactResellerSalesXL_CCI] WITH CHECK ADD CONSTRAINT [FK_FactResellerSalesXL_CCI_DimDate] FOREIGN KEY([OrderDateKey])
|
||||
REFERENCES [dbo].[DimDate] ([DateKey])
|
||||
ALTER TABLE [dbo].[FactResellerSalesXL_CCI] CHECK CONSTRAINT [FK_FactResellerSalesXL_CCI_DimDate]
|
||||
|
||||
ALTER TABLE [dbo].[FactResellerSalesXL_CCI] WITH CHECK ADD CONSTRAINT [FK_FactResellerSalesXL_CCI_DimDate1] FOREIGN KEY([DueDateKey])
|
||||
REFERENCES [dbo].[DimDate] ([DateKey])
|
||||
ALTER TABLE [dbo].[FactResellerSalesXL_CCI] CHECK CONSTRAINT [FK_FactResellerSalesXL_CCI_DimDate1]
|
||||
ALTER TABLE [dbo].[FactResellerSalesXL_CCI] WITH CHECK ADD CONSTRAINT [FK_FactResellerSalesXL_CCI_DimDate2] FOREIGN KEY([ShipDateKey])
|
||||
REFERENCES [dbo].[DimDate] ([DateKey])
|
||||
ALTER TABLE [dbo].[FactResellerSalesXL_CCI] CHECK CONSTRAINT [FK_FactResellerSalesXL_CCI_DimDate2]
|
||||
|
||||
ALTER TABLE [dbo].[FactResellerSalesXL_CCI] WITH CHECK ADD CONSTRAINT [FK_FactResellerSalesXL_CCI_DimProduct] FOREIGN KEY([ProductKey])
|
||||
REFERENCES [dbo].[DimProduct] ([ProductKey])
|
||||
ALTER TABLE [dbo].[FactResellerSalesXL_CCI] CHECK CONSTRAINT [FK_FactResellerSalesXL_CCI_DimProduct]
|
||||
GO
|
||||
|
||||
Select 'FactResellerSalesXL_CCI Clustered Columnstore index created ' as Status
|
||||
GO
|
||||
|
||||
-- Populate Page Compressed Table
|
||||
insert into [FactResellerSalesXL_PageCompressed] WITH (TABLOCK) SELECT * from [FactResellerSalesXL_CCI]
|
||||
GO
|
||||
|
||||
-- Create Constraints on the Page Compressed table
|
||||
ALTER TABLE [dbo].[FactResellerSalesXL_PageCompressed] WITH CHECK ADD CONSTRAINT [FK_FactResellerSalesXL_PageCompressed_DimDate] FOREIGN KEY([OrderDateKey])
|
||||
REFERENCES [dbo].[DimDate] ([DateKey])
|
||||
ALTER TABLE [dbo].[FactResellerSalesXL_CCI] CHECK CONSTRAINT [FK_FactResellerSalesXL_CCI_DimDate]
|
||||
|
||||
ALTER TABLE [dbo].[FactResellerSalesXL_PageCompressed] WITH CHECK ADD CONSTRAINT [FK_FactResellerSalesXL_PageCompressed_DimDate1] FOREIGN KEY([DueDateKey])
|
||||
REFERENCES [dbo].[DimDate] ([DateKey])
|
||||
ALTER TABLE [dbo].[FactResellerSalesXL_PageCompressed] CHECK CONSTRAINT [FK_FactResellerSalesXL_PageCompressed_DimDate1]
|
||||
ALTER TABLE [dbo].[FactResellerSalesXL_PageCompressed] WITH CHECK ADD CONSTRAINT [FK_FactResellerSalesXL_PageCompressed_DimDate2] FOREIGN KEY([ShipDateKey])
|
||||
REFERENCES [dbo].[DimDate] ([DateKey])
|
||||
ALTER TABLE [dbo].[FactResellerSalesXL_PageCompressed] CHECK CONSTRAINT [FK_FactResellerSalesXL_PageCompressed_DimDate2]
|
||||
GO
|
||||
ALTER TABLE [dbo].[FactResellerSalesXL_PageCompressed] WITH CHECK ADD CONSTRAINT [FK_FactResellerSalesXL_PageCompressed_DimProduct] FOREIGN KEY([ProductKey])
|
||||
REFERENCES [dbo].[DimProduct] ([ProductKey])
|
||||
ALTER TABLE [dbo].[FactResellerSalesXL_PageCompressed] CHECK CONSTRAINT [FK_FactResellerSalesXL_PageCompressed_DimProduct]
|
||||
GO
|
||||
|
||||
Select 'FactResellerSalesXL_PageCompressed Populated' as Status
|
||||
GO
|
||||
@@ -0,0 +1,769 @@
|
||||
-- The below script is used to install the AdventureWorksLT sample for In-Memory OLTP in Azure SQL Database.
|
||||
-- The sample requires a new Premium database, created based on the AdventureWorksLT sample.
|
||||
--
|
||||
-- Last updated: 2016-07-29
|
||||
--
|
||||
--
|
||||
-- Copyright (C) Microsoft Corporation. All rights reserved.
|
||||
--
|
||||
-- This source code is intended only as a supplement to Microsoft
|
||||
-- Development Tools and/or on-line documentation.
|
||||
--
|
||||
-- THIS CODE AND INFORMATION ARE PROVIDED "AS IS" WITHOUT WARRANTY OF
|
||||
-- ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING BUT NOT LIMITED TO
|
||||
-- THE IMPLIED WARRANTIES OF MERCHANTABILITY AND/OR FITNESS FOR A
|
||||
-- PARTICULAR PURPOSE.
|
||||
|
||||
|
||||
SET ANSI_NULLS ON
|
||||
GO
|
||||
SET QUOTED_IDENTIFIER ON
|
||||
GO
|
||||
SET ANSI_PADDING ON
|
||||
GO
|
||||
SET NOCOUNT ON
|
||||
GO
|
||||
|
||||
/*************************** For memory-optimized tables, automatically map all lower isolation levels (including READ COMMITTED) to SNAPSHOT **********************************/
|
||||
|
||||
ALTER DATABASE CURRENT SET MEMORY_OPTIMIZED_ELEVATE_TO_SNAPSHOT = ON
|
||||
GO
|
||||
ALTER DATABASE CURRENT SET COMPATIBILITY_LEVEL = 130
|
||||
GO
|
||||
|
||||
/*************************** Create Tables **********************************/
|
||||
|
||||
-- first drop all objects that have a schema-bound dependency on the table
|
||||
|
||||
DROP PROCEDURE IF EXISTS [SalesLT].usp_InsertSalesOrder_inmem
|
||||
GO
|
||||
DROP TABLE IF EXISTS [SalesLT].[SalesOrderHeader_inmem]
|
||||
GO
|
||||
CREATE TABLE [SalesLT].[SalesOrderHeader_inmem](
|
||||
[SalesOrderID] int IDENTITY NOT NULL PRIMARY KEY NONCLUSTERED HASH WITH (BUCKET_COUNT=100000),
|
||||
[RevisionNumber] [tinyint] NOT NULL CONSTRAINT [IMDF_SalesOrderHeader_RevisionNumber] DEFAULT ((0)),
|
||||
[OrderDate] [datetime2] NOT NULL ,
|
||||
[DueDate] [datetime2] NOT NULL,
|
||||
[ShipDate] [datetime2] NULL,
|
||||
[Status] [tinyint] NOT NULL CONSTRAINT [IMDF_SalesOrderHeader_Status] DEFAULT ((1)),
|
||||
[OnlineOrderFlag] bit NOT NULL CONSTRAINT [IMDF_SalesOrderHeader_OnlineOrderFlag] DEFAULT ((1)),
|
||||
[PurchaseOrderNumber] nvarchar(25) NULL,
|
||||
[AccountNumber] nvarchar(15) NULL,
|
||||
[CustomerID] [int] NOT NULL ,
|
||||
[BillToAddressID] [int] NOT NULL,
|
||||
[ShipToAddressID] [int] NOT NULL,
|
||||
[CreditCardApprovalCode] [varchar](15) NULL,
|
||||
[SubTotal] [money] NOT NULL CONSTRAINT [IMDF_SalesOrderHeader_SubTotal] DEFAULT ((0.00)),
|
||||
[TaxAmt] [money] NOT NULL CONSTRAINT [IMDF_SalesOrderHeader_TaxAmt] DEFAULT ((0.00)),
|
||||
[Freight] [money] NOT NULL CONSTRAINT [IMDF_SalesOrderHeader_Freight] DEFAULT ((0.00)),
|
||||
[Comment] [nvarchar](128) NULL,
|
||||
[ModifiedDate] [datetime2] NOT NULL ,
|
||||
|
||||
INDEX IX_CustomerID HASH (CustomerID) WITH (BUCKET_COUNT=10000)
|
||||
) WITH (MEMORY_OPTIMIZED=ON)
|
||||
GO
|
||||
|
||||
DROP TABLE IF EXISTS [SalesLT].[SalesOrderDetail_inmem]
|
||||
GO
|
||||
CREATE TABLE [SalesLT].[SalesOrderDetail_inmem](
|
||||
[SalesOrderID] int NOT NULL INDEX IX_SalesOrderID HASH WITH (BUCKET_COUNT=100000),
|
||||
[SalesOrderDetailID] bigint IDENTITY NOT NULL,
|
||||
[OrderQty] [smallint] NOT NULL,
|
||||
[ProductID] [int] NOT NULL INDEX IX_ProductID HASH WITH (BUCKET_COUNT=100000),
|
||||
[UnitPrice] [money] NOT NULL,
|
||||
[UnitPriceDiscount] [money] NOT NULL CONSTRAINT [IMDF_SalesOrderDetail_UnitPriceDiscount] DEFAULT ((0.0)),
|
||||
[ModifiedDate] [datetime2] NOT NULL ,
|
||||
|
||||
CONSTRAINT [imPK_SalesOrderDetail_SalesOrderID_SalesOrderDetailID] PRIMARY KEY NONCLUSTERED HASH
|
||||
( [SalesOrderID],
|
||||
[SalesOrderDetailID]
|
||||
)WITH (BUCKET_COUNT=1000000)
|
||||
) WITH (MEMORY_OPTIMIZED=ON)
|
||||
GO
|
||||
|
||||
|
||||
-- type used for TVPs when creating new sales orders
|
||||
DROP TYPE IF EXISTS [SalesLT].[SalesOrderDetailType_inmem]
|
||||
GO
|
||||
CREATE TYPE [SalesLT].[SalesOrderDetailType_inmem] AS TABLE(
|
||||
[OrderQty] [smallint] NOT NULL,
|
||||
[ProductID] [int] NOT NULL INDEX IX_ProductID NONCLUSTERED HASH WITH (BUCKET_COUNT=8)
|
||||
) WITH (MEMORY_OPTIMIZED=ON)
|
||||
GO
|
||||
|
||||
|
||||
|
||||
DROP TABLE IF EXISTS [SalesLT].[Product_inmem]
|
||||
GO
|
||||
CREATE TABLE [SalesLT].[Product_inmem](
|
||||
[ProductID] [int] IDENTITY NOT NULL,
|
||||
[Name] nvarchar(50) NOT NULL INDEX IX_Name,
|
||||
[ProductNumber] [nvarchar](25) NOT NULL INDEX IX_ProductNumber,
|
||||
[Color] [nvarchar](15) NULL,
|
||||
[StandardCost] [money] NOT NULL,
|
||||
[ListPrice] [money] NOT NULL,
|
||||
[Size] [nvarchar](5) NULL,
|
||||
[Weight] [decimal](8, 2) NULL,
|
||||
[ProductModelID] [int] NULL,
|
||||
[SellStartDate] [datetime2] NOT NULL,
|
||||
[SellEndDate] [datetime2] NULL,
|
||||
[DiscontinuedDate] [datetime2] NULL,
|
||||
[ModifiedDate] [datetime2] NOT NULL CONSTRAINT [IMDF_Product_ModifiedDate] DEFAULT (SYSDATETIME()),
|
||||
|
||||
CONSTRAINT [IMPK_Product_ProductID] PRIMARY KEY NONCLUSTERED
|
||||
( [ProductID] )
|
||||
) WITH (MEMORY_OPTIMIZED=ON)
|
||||
GO
|
||||
|
||||
DROP TABLE IF EXISTS [SalesLT].[SalesOrderHeader_ondisk]
|
||||
GO
|
||||
CREATE TABLE [SalesLT].[SalesOrderHeader_ondisk](
|
||||
[SalesOrderID] int IDENTITY NOT NULL PRIMARY KEY,
|
||||
[RevisionNumber] [tinyint] NOT NULL CONSTRAINT [ODDF_SalesOrderHeader_RevisionNumber] DEFAULT ((0)),
|
||||
[OrderDate] [datetime2] NOT NULL ,
|
||||
[DueDate] [datetime2] NOT NULL,
|
||||
[ShipDate] [datetime2] NULL,
|
||||
[Status] [tinyint] NOT NULL CONSTRAINT [ODDF_SalesOrderHeader_Status] DEFAULT ((1)),
|
||||
[OnlineOrderFlag] bit NOT NULL CONSTRAINT [ODDF_SalesOrderHeader_OnlineOrderFlag] DEFAULT ((1)),
|
||||
[PurchaseOrderNumber] nvarchar(25) NULL,
|
||||
[AccountNumber] nvarchar(15) NULL,
|
||||
[CustomerID] [int] NOT NULL ,
|
||||
[BillToAddressID] [int] NOT NULL,
|
||||
[ShipToAddressID] [int] NOT NULL,
|
||||
[CreditCardApprovalCode] [varchar](15) NULL,
|
||||
[SubTotal] [money] NOT NULL CONSTRAINT [ODDF_SalesOrderHeader_SubTotal] DEFAULT ((0.00)),
|
||||
[TaxAmt] [money] NOT NULL CONSTRAINT [ODDF_SalesOrderHeader_TaxAmt] DEFAULT ((0.00)),
|
||||
[Freight] [money] NOT NULL CONSTRAINT [ODDF_SalesOrderHeader_Freight] DEFAULT ((0.00)),
|
||||
[Comment] [nvarchar](128) NULL,
|
||||
[ModifiedDate] [datetime2] NOT NULL ,
|
||||
|
||||
INDEX IX_CustomerID (CustomerID) ,
|
||||
INDEX IX_OrderDate (OrderDate ASC)
|
||||
)
|
||||
GO
|
||||
|
||||
DROP TABLE IF EXISTS [SalesLT].[SalesOrderDetail_ondisk]
|
||||
GO
|
||||
CREATE TABLE [SalesLT].[SalesOrderDetail_ondisk](
|
||||
[SalesOrderID] int NOT NULL,
|
||||
[SalesOrderDetailID] bigint IDENTITY NOT NULL,
|
||||
[OrderQty] [smallint] NOT NULL,
|
||||
[ProductID] [int] NOT NULL INDEX IX_ProductID NONCLUSTERED,
|
||||
[UnitPrice] [money] NOT NULL,
|
||||
[UnitPriceDiscount] [money] NOT NULL CONSTRAINT [ODDF_SalesOrderDetail_UnitPriceDiscount] DEFAULT ((0.0)),
|
||||
[ModifiedDate] [datetime2] NOT NULL ,
|
||||
|
||||
CONSTRAINT [ODPK_SalesOrderDetail_SalesOrderID_SalesOrderDetailID] PRIMARY KEY
|
||||
( [SalesOrderID], [SalesOrderDetailID])
|
||||
)
|
||||
GO
|
||||
|
||||
|
||||
DROP PROCEDURE IF EXISTS SalesLT.usp_InsertSalesOrder_ondisk
|
||||
GO
|
||||
DROP TYPE IF EXISTS [SalesLT].[SalesOrderDetailType_ondisk]
|
||||
GO
|
||||
CREATE TYPE [SalesLT].[SalesOrderDetailType_ondisk] AS TABLE(
|
||||
[OrderQty] [smallint] NOT NULL,
|
||||
[ProductID] [int] NOT NULL INDEX IX_ProductID CLUSTERED
|
||||
)
|
||||
GO
|
||||
|
||||
|
||||
|
||||
|
||||
DROP TABLE IF EXISTS SalesLT.[Product_ondisk]
|
||||
GO
|
||||
CREATE TABLE [SalesLT].[Product_ondisk](
|
||||
[ProductID] [int] IDENTITY NOT NULL,
|
||||
[Name] nvarchar(50) INDEX IX_Name,
|
||||
[ProductNumber] [nvarchar](25) NOT NULL INDEX IX_ProductNumber,
|
||||
[Color] [nvarchar](15) NULL,
|
||||
[StandardCost] [money] NOT NULL,
|
||||
[ListPrice] [money] NOT NULL,
|
||||
[Size] [nvarchar](5) NULL,
|
||||
[Weight] [decimal](8, 2) NULL,
|
||||
[ProductModelID] [int] NULL,
|
||||
[SellStartDate] [datetime2] NOT NULL,
|
||||
[SellEndDate] [datetime2] NULL,
|
||||
[DiscontinuedDate] [datetime2] NULL,
|
||||
[ModifiedDate] [datetime2] NOT NULL CONSTRAINT [ODDF_Product_ModifiedDate] DEFAULT (SYSDATETIME()),
|
||||
CONSTRAINT [ODPK_Product_ProductID] PRIMARY KEY CLUSTERED ([ProductID])
|
||||
)
|
||||
GO
|
||||
|
||||
/*************************** Load data into migrated tables, as well as comparison tables **********************************/
|
||||
|
||||
SET IDENTITY_INSERT SalesLT.SalesOrderHeader_inmem ON
|
||||
INSERT INTO SalesLT.SalesOrderHeader_inmem
|
||||
([SalesOrderID],
|
||||
[RevisionNumber],
|
||||
[OrderDate],
|
||||
[DueDate],
|
||||
[ShipDate],
|
||||
[Status],
|
||||
[OnlineOrderFlag],
|
||||
[PurchaseOrderNumber],
|
||||
[AccountNumber],
|
||||
[CustomerID],
|
||||
[BillToAddressID],
|
||||
[ShipToAddressID],
|
||||
[CreditCardApprovalCode],
|
||||
[SubTotal],
|
||||
[TaxAmt],
|
||||
[Freight],
|
||||
[Comment],
|
||||
[ModifiedDate])
|
||||
SELECT
|
||||
[SalesOrderID],
|
||||
[RevisionNumber],
|
||||
[OrderDate],
|
||||
[DueDate],
|
||||
[ShipDate],
|
||||
[Status],
|
||||
[OnlineOrderFlag],
|
||||
[PurchaseOrderNumber],
|
||||
[AccountNumber],
|
||||
[CustomerID],
|
||||
[BillToAddressID],
|
||||
[ShipToAddressID],
|
||||
[CreditCardApprovalCode],
|
||||
[SubTotal],
|
||||
[TaxAmt],
|
||||
[Freight],
|
||||
[Comment],
|
||||
[ModifiedDate]
|
||||
FROM SalesLT.SalesOrderHeader
|
||||
SET IDENTITY_INSERT SalesLT.SalesOrderHeader_inmem OFF
|
||||
GO
|
||||
|
||||
SET IDENTITY_INSERT SalesLT.SalesOrderHeader_ondisk ON
|
||||
INSERT INTO SalesLT.SalesOrderHeader_ondisk
|
||||
([SalesOrderID],
|
||||
[RevisionNumber],
|
||||
[OrderDate],
|
||||
[DueDate],
|
||||
[ShipDate],
|
||||
[Status],
|
||||
[OnlineOrderFlag],
|
||||
[PurchaseOrderNumber],
|
||||
[AccountNumber],
|
||||
[CustomerID],
|
||||
[BillToAddressID],
|
||||
[ShipToAddressID],
|
||||
[CreditCardApprovalCode],
|
||||
[SubTotal],
|
||||
[TaxAmt],
|
||||
[Freight],
|
||||
[Comment],
|
||||
[ModifiedDate])
|
||||
SELECT *
|
||||
FROM SalesLT.SalesOrderHeader_inmem WITH (SNAPSHOT)
|
||||
SET IDENTITY_INSERT SalesLT.SalesOrderHeader_ondisk OFF
|
||||
GO
|
||||
|
||||
SET IDENTITY_INSERT SalesLT.SalesOrderDetail_inmem ON
|
||||
INSERT INTO SalesLT.SalesOrderDetail_inmem
|
||||
([SalesOrderID],
|
||||
[SalesOrderDetailID],
|
||||
[OrderQty],
|
||||
[ProductID],
|
||||
[UnitPrice],
|
||||
[UnitPriceDiscount],
|
||||
[ModifiedDate])
|
||||
SELECT
|
||||
[SalesOrderID],
|
||||
[SalesOrderDetailID],
|
||||
[OrderQty],
|
||||
[ProductID],
|
||||
[UnitPrice],
|
||||
[UnitPriceDiscount],
|
||||
[ModifiedDate]
|
||||
FROM SalesLT.SalesOrderDetail
|
||||
SET IDENTITY_INSERT SalesLT.SalesOrderDetail_inmem OFF
|
||||
GO
|
||||
|
||||
SET IDENTITY_INSERT SalesLT.SalesOrderDetail_ondisk ON
|
||||
INSERT INTO SalesLT.SalesOrderDetail_ondisk
|
||||
([SalesOrderID],
|
||||
[SalesOrderDetailID],
|
||||
[OrderQty],
|
||||
[ProductID],
|
||||
[UnitPrice],
|
||||
[UnitPriceDiscount],
|
||||
[ModifiedDate])
|
||||
SELECT *
|
||||
FROM SalesLT.SalesOrderDetail_inmem WITH (SNAPSHOT)
|
||||
SET IDENTITY_INSERT SalesLT.SalesOrderDetail_ondisk OFF
|
||||
GO
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
SET IDENTITY_INSERT [SalesLT].[Product_inmem] ON
|
||||
INSERT INTO [SalesLT].[Product_inmem]
|
||||
([ProductID],
|
||||
[Name],
|
||||
[ProductNumber],
|
||||
[Color],
|
||||
[StandardCost],
|
||||
[ListPrice],
|
||||
[Size],
|
||||
[Weight],
|
||||
[ProductModelID],
|
||||
[SellStartDate],
|
||||
[SellEndDate],
|
||||
[DiscontinuedDate],
|
||||
[ModifiedDate])
|
||||
SELECT
|
||||
[ProductID],
|
||||
[Name],
|
||||
[ProductNumber],
|
||||
[Color],
|
||||
[StandardCost],
|
||||
[ListPrice],
|
||||
[Size],
|
||||
[Weight],
|
||||
[ProductModelID],
|
||||
[SellStartDate],
|
||||
[SellEndDate],
|
||||
[DiscontinuedDate],
|
||||
[ModifiedDate]
|
||||
FROM [SalesLT].[Product]
|
||||
SET IDENTITY_INSERT [SalesLT].[Product_inmem] OFF
|
||||
GO
|
||||
|
||||
SET IDENTITY_INSERT [SalesLT].[Product_ondisk] ON
|
||||
INSERT INTO [SalesLT].[Product_ondisk]
|
||||
([ProductID],
|
||||
[Name],
|
||||
[ProductNumber],
|
||||
[Color],
|
||||
[StandardCost],
|
||||
[ListPrice],
|
||||
[Size],
|
||||
[Weight],
|
||||
[ProductModelID],
|
||||
[SellStartDate],
|
||||
[SellEndDate],
|
||||
[DiscontinuedDate],
|
||||
[ModifiedDate])
|
||||
SELECT * FROM [SalesLT].[Product_inmem] WITH (SNAPSHOT)
|
||||
SET IDENTITY_INSERT [SalesLT].[Product_ondisk] OFF
|
||||
GO
|
||||
|
||||
|
||||
|
||||
/*************************** Update statistics for memory-optimized tables **********************************/
|
||||
|
||||
UPDATE STATISTICS SalesLT.[SalesOrderHeader_inmem]
|
||||
WITH FULLSCAN, NORECOMPUTE
|
||||
GO
|
||||
UPDATE STATISTICS SalesLT.[SalesOrderDetail_inmem]
|
||||
WITH FULLSCAN, NORECOMPUTE
|
||||
GO
|
||||
|
||||
|
||||
UPDATE STATISTICS SalesLT.Product_inmem
|
||||
WITH FULLSCAN, NORECOMPUTE
|
||||
GO
|
||||
|
||||
/*************************** Create stored procedures **********************************/
|
||||
|
||||
DROP PROCEDURE IF EXISTS SalesLT.usp_InsertSalesOrder_inmem
|
||||
GO
|
||||
CREATE PROCEDURE SalesLT.usp_InsertSalesOrder_inmem
|
||||
@SalesOrderID int OUTPUT,
|
||||
@DueDate [datetime2](7) NOT NULL,
|
||||
@CustomerID [int] NOT NULL,
|
||||
@BillToAddressID [int] NOT NULL,
|
||||
@ShipToAddressID [int] NOT NULL,
|
||||
@SalesOrderDetails SalesLT.SalesOrderDetailType_inmem READONLY,
|
||||
@Status [tinyint] NOT NULL = 1,
|
||||
@OnlineOrderFlag [bit] NOT NULL = 1,
|
||||
@PurchaseOrderNumber [nvarchar](25) = NULL,
|
||||
@AccountNumber [nvarchar](15) = NULL,
|
||||
@CreditCardApprovalCode [varchar](15) = NULL,
|
||||
@Comment nvarchar(128) = NULL
|
||||
WITH NATIVE_COMPILATION, SCHEMABINDING, EXECUTE AS OWNER
|
||||
AS
|
||||
BEGIN ATOMIC WITH
|
||||
(TRANSACTION ISOLATION LEVEL = SNAPSHOT,
|
||||
LANGUAGE = N'us_english')
|
||||
|
||||
DECLARE @OrderDate datetime2 NOT NULL = sysdatetime()
|
||||
|
||||
DECLARE @SubTotal money NOT NULL = 0
|
||||
|
||||
SELECT @SubTotal = ISNULL(SUM(p.ListPrice),0)
|
||||
FROM @SalesOrderDetails od
|
||||
JOIN SalesLT.Product_inmem p on od.ProductID=p.ProductID
|
||||
|
||||
INSERT INTO SalesLT.SalesOrderHeader_inmem
|
||||
( DueDate,
|
||||
Status,
|
||||
OnlineOrderFlag,
|
||||
PurchaseOrderNumber,
|
||||
AccountNumber,
|
||||
CustomerID,
|
||||
BillToAddressID,
|
||||
ShipToAddressID,
|
||||
CreditCardApprovalCode,
|
||||
Comment,
|
||||
OrderDate,
|
||||
SubTotal,
|
||||
ModifiedDate)
|
||||
VALUES
|
||||
(
|
||||
@DueDate,
|
||||
@Status,
|
||||
@OnlineOrderFlag,
|
||||
@PurchaseOrderNumber,
|
||||
@AccountNumber,
|
||||
@CustomerID,
|
||||
@BillToAddressID,
|
||||
@ShipToAddressID,
|
||||
@CreditCardApprovalCode,
|
||||
@Comment,
|
||||
@OrderDate,
|
||||
@SubTotal,
|
||||
@OrderDate
|
||||
)
|
||||
|
||||
SET @SalesOrderID = SCOPE_IDENTITY()
|
||||
|
||||
INSERT INTO SalesLT.SalesOrderDetail_inmem
|
||||
(
|
||||
SalesOrderID,
|
||||
OrderQty,
|
||||
ProductID,
|
||||
UnitPrice,
|
||||
UnitPriceDiscount,
|
||||
ModifiedDate
|
||||
)
|
||||
SELECT
|
||||
@SalesOrderID,
|
||||
od.OrderQty,
|
||||
od.ProductID,
|
||||
p.ListPrice,
|
||||
p.ListPrice,
|
||||
@OrderDate
|
||||
FROM @SalesOrderDetails od
|
||||
JOIN SalesLT.Product_inmem p on od.ProductID=p.ProductID
|
||||
|
||||
END
|
||||
GO
|
||||
|
||||
|
||||
|
||||
DROP PROCEDURE IF EXISTS SalesLT.usp_InsertSalesOrder_ondisk
|
||||
GO
|
||||
CREATE PROCEDURE SalesLT.usp_InsertSalesOrder_ondisk
|
||||
@SalesOrderID int OUTPUT,
|
||||
@DueDate [datetime2](7) ,
|
||||
@CustomerID [int] ,
|
||||
@BillToAddressID [int] ,
|
||||
@ShipToAddressID [int] ,
|
||||
@SalesOrderDetails SalesLT.SalesOrderDetailType_ondisk READONLY,
|
||||
@Status [tinyint] = 1,
|
||||
@OnlineOrderFlag [bit] = 1,
|
||||
@PurchaseOrderNumber [nvarchar](25) = NULL,
|
||||
@AccountNumber [nvarchar](15) = NULL,
|
||||
@CreditCardApprovalCode [varchar](15) = NULL,
|
||||
@Comment nvarchar(128) = NULL
|
||||
AS
|
||||
BEGIN
|
||||
BEGIN TRAN
|
||||
|
||||
DECLARE @OrderDate datetime2 = sysdatetime()
|
||||
|
||||
DECLARE @SubTotal money = 0
|
||||
|
||||
SELECT @SubTotal = ISNULL(SUM(p.ListPrice),0)
|
||||
FROM @SalesOrderDetails od
|
||||
JOIN SalesLT.Product_ondisk p on od.ProductID=p.ProductID
|
||||
|
||||
INSERT INTO SalesLT.SalesOrderHeader_ondisk
|
||||
( DueDate,
|
||||
Status,
|
||||
OnlineOrderFlag,
|
||||
PurchaseOrderNumber,
|
||||
AccountNumber,
|
||||
CustomerID,
|
||||
BillToAddressID,
|
||||
ShipToAddressID,
|
||||
CreditCardApprovalCode,
|
||||
Comment,
|
||||
OrderDate,
|
||||
SubTotal,
|
||||
ModifiedDate)
|
||||
VALUES
|
||||
(
|
||||
@DueDate,
|
||||
@Status,
|
||||
@OnlineOrderFlag,
|
||||
@PurchaseOrderNumber,
|
||||
@AccountNumber,
|
||||
@CustomerID,
|
||||
@BillToAddressID,
|
||||
@ShipToAddressID,
|
||||
@CreditCardApprovalCode,
|
||||
@Comment,
|
||||
@OrderDate,
|
||||
@SubTotal,
|
||||
@OrderDate
|
||||
)
|
||||
|
||||
SET @SalesOrderID = SCOPE_IDENTITY()
|
||||
|
||||
INSERT INTO SalesLT.SalesOrderDetail_ondisk
|
||||
(
|
||||
SalesOrderID,
|
||||
OrderQty,
|
||||
ProductID,
|
||||
UnitPrice,
|
||||
UnitPriceDiscount,
|
||||
ModifiedDate
|
||||
)
|
||||
SELECT
|
||||
@SalesOrderID,
|
||||
od.OrderQty,
|
||||
od.ProductID,
|
||||
p.ListPrice,
|
||||
p.ListPrice,
|
||||
@OrderDate
|
||||
FROM @SalesOrderDetails od
|
||||
JOIN SalesLT.Product_ondisk p on od.ProductID=p.ProductID
|
||||
|
||||
|
||||
COMMIT
|
||||
END
|
||||
GO
|
||||
|
||||
|
||||
/*************************** Demo harness **********************************/
|
||||
|
||||
DROP PROCEDURE IF EXISTS Demo.usp_DemoInsertSalesOrders
|
||||
go
|
||||
DROP PROCEDURE IF EXISTS Demo.usp_DemoInitSeed
|
||||
GO
|
||||
DROP TABLE IF EXISTS Demo.DemoSalesOrderDetailSeed
|
||||
GO
|
||||
DROP TABLE IF EXISTS Demo.DemoSalesOrderHeaderSeed
|
||||
GO
|
||||
DROP PROCEDURE IF EXISTS Demo.usp_DemoReset
|
||||
GO
|
||||
DROP SCHEMA IF EXISTS Demo
|
||||
GO
|
||||
CREATE SCHEMA Demo
|
||||
GO
|
||||
|
||||
DROP TABLE IF EXISTS Demo.DemoSalesOrderDetailSeed
|
||||
GO
|
||||
CREATE TABLE Demo.DemoSalesOrderDetailSeed
|
||||
(
|
||||
[OrderQty] [smallint] NOT NULL,
|
||||
[ProductID] [int] NOT NULL ,
|
||||
OrderID int NOT NULL INDEX IX_OrderID NONCLUSTERED,
|
||||
LocalID int IDENTITY NOT NULL PRIMARY KEY NONCLUSTERED
|
||||
) WITH (MEMORY_OPTIMIZED=ON)
|
||||
GO
|
||||
|
||||
DROP TABLE IF EXISTS Demo.DemoSalesOrderHeaderSeed
|
||||
GO
|
||||
CREATE TABLE Demo.DemoSalesOrderHeaderSeed
|
||||
(
|
||||
DueDate [datetime2](7) NOT NULL,
|
||||
CustomerID [int] NOT NULL,
|
||||
BillToAddressID [int] NOT NULL,
|
||||
ShipToAddressID [int] NOT NULL,
|
||||
LocalID int IDENTITY NOT NULL PRIMARY KEY NONCLUSTERED
|
||||
) WITH (MEMORY_OPTIMIZED=ON)
|
||||
GO
|
||||
|
||||
DROP PROCEDURE IF EXISTS Demo.usp_DemoInitSeed
|
||||
GO
|
||||
CREATE PROCEDURE Demo.usp_DemoInitSeed @items_per_order int = 5
|
||||
AS
|
||||
BEGIN
|
||||
DECLARE @ProductID int,
|
||||
@i int = 1
|
||||
DECLARE @seed_order_count int = (SELECT COUNT(*)/@items_per_order FROM SalesLT.Product_inmem)
|
||||
|
||||
DECLARE seed_cursor CURSOR FOR
|
||||
SELECT
|
||||
ProductID
|
||||
FROM SalesLT.Product_inmem WITH (SNAPSHOT)
|
||||
|
||||
OPEN seed_cursor
|
||||
|
||||
FETCH NEXT FROM seed_cursor
|
||||
INTO @ProductID
|
||||
|
||||
BEGIN TRAN
|
||||
|
||||
DELETE FROM Demo.DemoSalesOrderHeaderSeed WITH (SNAPSHOT)
|
||||
|
||||
INSERT INTO Demo.DemoSalesOrderHeaderSeed
|
||||
(
|
||||
DueDate,
|
||||
CustomerID,
|
||||
BillToAddressID,
|
||||
ShipToAddressID
|
||||
)
|
||||
SELECT
|
||||
dateadd(d, (rand(BillToAddressID*CustomerID)*10)+1,cast(sysdatetime() as date)),
|
||||
CustomerID,
|
||||
BillToAddressID,
|
||||
ShipToAddressID
|
||||
FROM SalesLT.SalesOrderHeader_inmem WITH (SNAPSHOT)
|
||||
|
||||
|
||||
WHILE @@FETCH_STATUS = 0
|
||||
BEGIN
|
||||
INSERT Demo.DemoSalesOrderDetailSeed
|
||||
SELECT
|
||||
@i % 6 + 1,
|
||||
@ProductID,
|
||||
@i % (@seed_order_count+1)
|
||||
|
||||
SET @i += 1
|
||||
|
||||
FETCH NEXT FROM seed_cursor
|
||||
INTO @ProductID
|
||||
END
|
||||
|
||||
CLOSE seed_cursor
|
||||
DEALLOCATE seed_cursor
|
||||
COMMIT
|
||||
|
||||
UPDATE STATISTICS Demo.DemoSalesOrderDetailSeed
|
||||
WITH FULLSCAN, NORECOMPUTE
|
||||
|
||||
CHECKPOINT
|
||||
END
|
||||
GO
|
||||
|
||||
|
||||
DROP PROCEDURE IF EXISTS Demo.usp_DemoReset
|
||||
GO
|
||||
CREATE PROCEDURE Demo.usp_DemoReset
|
||||
AS
|
||||
BEGIN
|
||||
truncate table SalesLT.SalesOrderDetail_ondisk
|
||||
delete from SalesLT.SalesOrderDetail_inmem
|
||||
truncate table SalesLT.SalesOrderHeader_ondisk
|
||||
delete from SalesLT.SalesOrderHeader_inmem
|
||||
|
||||
CHECKPOINT
|
||||
|
||||
SET IDENTITY_INSERT SalesLT.SalesOrderHeader_inmem ON
|
||||
INSERT INTO SalesLT.SalesOrderHeader_inmem
|
||||
([SalesOrderID],
|
||||
[RevisionNumber],
|
||||
[OrderDate],
|
||||
[DueDate],
|
||||
[ShipDate],
|
||||
[Status],
|
||||
[OnlineOrderFlag],
|
||||
[PurchaseOrderNumber],
|
||||
[AccountNumber],
|
||||
[CustomerID],
|
||||
[BillToAddressID],
|
||||
[ShipToAddressID],
|
||||
[CreditCardApprovalCode],
|
||||
[SubTotal],
|
||||
[TaxAmt],
|
||||
[Freight],
|
||||
[Comment],
|
||||
[ModifiedDate])
|
||||
SELECT
|
||||
[SalesOrderID],
|
||||
[RevisionNumber],
|
||||
[OrderDate],
|
||||
[DueDate],
|
||||
[ShipDate],
|
||||
[Status],
|
||||
[OnlineOrderFlag],
|
||||
[PurchaseOrderNumber],
|
||||
[AccountNumber],
|
||||
[CustomerID],
|
||||
[BillToAddressID],
|
||||
[ShipToAddressID],
|
||||
[CreditCardApprovalCode],
|
||||
[SubTotal],
|
||||
[TaxAmt],
|
||||
[Freight],
|
||||
[Comment],
|
||||
[ModifiedDate]
|
||||
FROM SalesLT.SalesOrderHeader
|
||||
SET IDENTITY_INSERT SalesLT.SalesOrderHeader_inmem OFF
|
||||
|
||||
|
||||
SET IDENTITY_INSERT SalesLT.SalesOrderHeader_ondisk ON
|
||||
INSERT INTO SalesLT.SalesOrderHeader_ondisk
|
||||
([SalesOrderID],
|
||||
[RevisionNumber],
|
||||
[OrderDate],
|
||||
[DueDate],
|
||||
[ShipDate],
|
||||
[Status],
|
||||
[OnlineOrderFlag],
|
||||
[PurchaseOrderNumber],
|
||||
[AccountNumber],
|
||||
[CustomerID],
|
||||
[BillToAddressID],
|
||||
[ShipToAddressID],
|
||||
[CreditCardApprovalCode],
|
||||
[SubTotal],
|
||||
[TaxAmt],
|
||||
[Freight],
|
||||
[Comment],
|
||||
[ModifiedDate])
|
||||
SELECT *
|
||||
FROM SalesLT.SalesOrderHeader_inmem WITH (SNAPSHOT)
|
||||
SET IDENTITY_INSERT SalesLT.SalesOrderHeader_ondisk OFF
|
||||
|
||||
|
||||
SET IDENTITY_INSERT SalesLT.SalesOrderDetail_inmem ON
|
||||
INSERT INTO SalesLT.SalesOrderDetail_inmem
|
||||
([SalesOrderID],
|
||||
[SalesOrderDetailID],
|
||||
[OrderQty],
|
||||
[ProductID],
|
||||
[UnitPrice],
|
||||
[UnitPriceDiscount],
|
||||
[ModifiedDate])
|
||||
SELECT
|
||||
[SalesOrderID],
|
||||
[SalesOrderDetailID],
|
||||
[OrderQty],
|
||||
[ProductID],
|
||||
[UnitPrice],
|
||||
[UnitPriceDiscount],
|
||||
[ModifiedDate]
|
||||
FROM SalesLT.SalesOrderDetail
|
||||
SET IDENTITY_INSERT SalesLT.SalesOrderDetail_inmem OFF
|
||||
|
||||
|
||||
SET IDENTITY_INSERT SalesLT.SalesOrderDetail_ondisk ON
|
||||
INSERT INTO SalesLT.SalesOrderDetail_ondisk
|
||||
([SalesOrderID],
|
||||
[SalesOrderDetailID],
|
||||
[OrderQty],
|
||||
[ProductID],
|
||||
[UnitPrice],
|
||||
[UnitPriceDiscount],
|
||||
[ModifiedDate])
|
||||
SELECT *
|
||||
FROM SalesLT.SalesOrderDetail_inmem WITH (SNAPSHOT)
|
||||
SET IDENTITY_INSERT SalesLT.SalesOrderDetail_ondisk OFF
|
||||
|
||||
CHECKPOINT
|
||||
END
|
||||
GO
|
||||
/************************************* Initialize Demo seed table ********************************************/
|
||||
|
||||
EXEC Demo.usp_DemoInitSeed
|
||||
GO
|
||||
Reference in New Issue
Block a user