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sql-server-samples/samples/databases/contoso-data-warehouse/load-contoso-data-warehouse-to-sql-data-warehouse.sql
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-- Use PolyBase to load public data from Azure Blob Storage into the Contoso Retail Data Warehouse schema.
--
-- This script:
--
-- 1. Configures PolyBase for loading from a public blob storage container.
-- 2. Loads the data into columnstore indexes
-- 3. Performs optimizations after the load is finished.
--
-- Before you begin:
-- To run this tutorial, you need an Azure account that already has a SQL Data Warehouse database.
-- If you don't already have this, see
-- http://azure.microsoft.com/documentation/articles/sql-data-warehouse-get-started-provision.md
--
-- For more explanation about the loading process, this article on azure.microsoft.com
-- loads a small set of the Contoso data and explains the process in more detail.
-- http://azure.microsoft.com/documentation/articles/sql-data-warehouse-load-from-azure-blob-storage-with-polybase.md
-- Create an external data source
-- TYPE: HADOOP - PolyBase uses Hadoop APIs to access data in Azure Blob Storage.
-- LOCATION: Provide Azure storage account name and blob container name.
-- CREDENTIAL: Provide the credential created in the previous step.
CREATE EXTERNAL DATA SOURCE AzureStorage_west_public
WITH
(
TYPE = Hadoop
, LOCATION = 'wasbs://contosoretaildw-tables@contosoretaildw.blob.core.windows.net/'
);
GO
-- The data is stored in text files in Azure Blob Storage, and each field is separated with a delimiter.
-- Run this [CREATE EXTERNAL FILE FORMAT][] command to specify the format of the data in the text files.
-- he Contoso data is uncompressed and pipe delimited.
CREATE EXTERNAL FILE FORMAT TextFileFormat
WITH
( FORMAT_TYPE = DELIMITEDTEXT
, FORMAT_OPTIONS ( FIELD_TERMINATOR = '|'
, STRING_DELIMITER = ''
, DATE_FORMAT = 'yyyy-MM-dd HH:mm:ss.fff'
, USE_TYPE_DEFAULT = FALSE
)
);
GO
-- To create a place to store the Contoso data in your database, create a schema.
CREATE SCHEMA [asb];
GO
-- Now let's create the external tables. All we are doing here is defining column names and data types,
-- and binding them to the location and format of the Azure Blob Storage files. The location is the folder
-- under the root directory of the Azure Storage Blob.
--DimAccount
CREATE EXTERNAL TABLE [asb].DimAccount
(
[AccountKey] [int] NOT NULL,
[ParentAccountKey] [int] NULL,
[AccountLabel] [nvarchar](100) NULL,
[AccountName] [nvarchar](50) NULL,
[AccountDescription] [nvarchar](50) NULL,
[AccountType] [nvarchar](50) NULL,
[Operator] [nvarchar](50) NULL,
[CustomMembers] [nvarchar](300) NULL,
[ValueType] [nvarchar](50) NULL,
[CustomMemberOptions] [nvarchar](200) NULL,
[ETLLoadID] [int] NULL,
[LoadDate] [datetime] NULL,
[UpdateDate] [datetime] NULL
)
WITH
(
LOCATION='/DimAccount/'
, DATA_SOURCE = AzureStorage_west_public
, FILE_FORMAT = TextFileFormat
, REJECT_TYPE = VALUE
, REJECT_VALUE = 0
)
;
--DimChannel
CREATE EXTERNAL TABLE [asb].DimChannel
(
[ChannelKey] [int] NOT NULL,
[ChannelLabel] [nvarchar](100) NOT NULL,
[ChannelName] [nvarchar](20) NULL,
[ChannelDescription] [nvarchar](50) NULL,
[ETLLoadID] [int] NULL,
[LoadDate] [datetime] NULL,
[UpdateDate] [datetime] NULL
)
WITH
(
LOCATION='/DimChannel/'
, DATA_SOURCE = AzureStorage_west_public
, FILE_FORMAT = TextFileFormat
, REJECT_TYPE = VALUE
, REJECT_VALUE = 0
)
;
--DimCurrency
CREATE EXTERNAL TABLE [asb].DimCurrency
(
[CurrencyKey] [int] NOT NULL,
[CurrencyLabel] [nvarchar](10) NOT NULL,
[CurrencyName] [nvarchar](20) NOT NULL,
[CurrencyDescription] [nvarchar](50) NOT NULL,
[ETLLoadID] [int] NULL,
[LoadDate] [datetime] NULL,
[UpdateDate] [datetime] NULL
)
WITH
(
LOCATION='/DimCurrency/'
, DATA_SOURCE = AzureStorage_west_public
, FILE_FORMAT = TextFileFormat
, REJECT_TYPE = VALUE
, REJECT_VALUE = 0
)
;
--DimCustomer
CREATE EXTERNAL TABLE [asb].DimCustomer
(
[CustomerKey] [int] NOT NULL,
[GeographyKey] [int] NOT NULL,
[CustomerLabel] [nvarchar](100) NOT NULL,
[Title] [nvarchar](8) NULL,
[FirstName] [nvarchar](50) NULL,
[MiddleName] [nvarchar](50) NULL,
[LastName] [nvarchar](50) NULL,
[NameStyle] [bit] NULL,
[BirthDate] [datetime] NULL,
[MaritalStatus] [nchar](1) NULL,
[Suffix] [nvarchar](10) NULL,
[Gender] [nvarchar](1) NULL,
[EmailAddress] [nvarchar](50) NULL,
[YearlyIncome] [money] NULL,
[TotalChildren] [tinyint] NULL,
[NumberChildrenAtHome] [tinyint] NULL,
[Education] [nvarchar](40) NULL,
[Occupation] [nvarchar](100) NULL,
[HouseOwnerFlag] [nchar](1) NULL,
[NumberCarsOwned] [tinyint] NULL,
[AddressLine1] [nvarchar](120) NULL,
[AddressLine2] [nvarchar](120) NULL,
[Phone] [nvarchar](20) NULL,
[DateFirstPurchase] [datetime] NULL,
[CustomerType] [nvarchar](15) NULL,
[CompanyName] [nvarchar](100) NULL,
[ETLLoadID] [int] NULL,
[LoadDate] [datetime] NULL,
[UpdateDate] [datetime] NULL
)
WITH
(
LOCATION='/DimCustomer/'
, DATA_SOURCE = AzureStorage_west_public
, FILE_FORMAT = TextFileFormat
, REJECT_TYPE = VALUE
, REJECT_VALUE = 0
)
;
--DimDate
CREATE EXTERNAL TABLE [asb].DimDate
(
[Datekey] [datetime] NOT NULL,
[FullDateLabel] [nvarchar](20) NOT NULL,
[DateDescription] [nvarchar](20) NOT NULL,
[CalendarYear] [int] NOT NULL,
[CalendarYearLabel] [nvarchar](20) NOT NULL,
[CalendarHalfYear] [int] NOT NULL,
[CalendarHalfYearLabel] [nvarchar](20) NOT NULL,
[CalendarQuarter] [int] NOT NULL,
[CalendarQuarterLabel] [nvarchar](20) NULL,
[CalendarMonth] [int] NOT NULL,
[CalendarMonthLabel] [nvarchar](20) NOT NULL,
[CalendarWeek] [int] NOT NULL,
[CalendarWeekLabel] [nvarchar](20) NOT NULL,
[CalendarDayOfWeek] [int] NOT NULL,
[CalendarDayOfWeekLabel] [nvarchar](10) NOT NULL,
[FiscalYear] [int] NOT NULL,
[FiscalYearLabel] [nvarchar](20) NOT NULL,
[FiscalHalfYear] [int] NOT NULL,
[FiscalHalfYearLabel] [nvarchar](20) NOT NULL,
[FiscalQuarter] [int] NOT NULL,
[FiscalQuarterLabel] [nvarchar](20) NOT NULL,
[FiscalMonth] [int] NOT NULL,
[FiscalMonthLabel] [nvarchar](20) NOT NULL,
[IsWorkDay] [nvarchar](20) NOT NULL,
[IsHoliday] [int] NOT NULL,
[HolidayName] [nvarchar](20) NOT NULL,
[EuropeSeason] [nvarchar](50) NULL,
[NorthAmericaSeason] [nvarchar](50) NULL,
[AsiaSeason] [nvarchar](50) NULL
)
WITH
(
LOCATION='/DimDate/'
, DATA_SOURCE = AzureStorage_west_public
, FILE_FORMAT = TextFileFormat
, REJECT_TYPE = VALUE
, REJECT_VALUE = 0
)
;
--DimEmployee
CREATE EXTERNAL TABLE [asb].DimEmployee
(
[EmployeeKey] [int] NOT NULL,
[ParentEmployeeKey] [int] NULL,
[FirstName] [nvarchar](50) NOT NULL,
[LastName] [nvarchar](50) NOT NULL,
[MiddleName] [nvarchar](50) NULL,
[Title] [nvarchar](50) NULL,
[HireDate] [datetime] NULL,
[BirthDate] [datetime] NULL,
[EmailAddress] [nvarchar](50) NULL,
[Phone] [nvarchar](25) NULL,
[MaritalStatus] [nchar](1) NULL,
[EmergencyContactName] [nvarchar](50) NULL,
[EmergencyContactPhone] [nvarchar](25) NULL,
[SalariedFlag] [bit] NULL,
[Gender] [nchar](1) NULL,
[PayFrequency] [tinyint] NULL,
[BaseRate] [money] NULL,
[VacationHours] [smallint] NULL,
[CurrentFlag] [bit] NOT NULL,
[SalesPersonFlag] [bit] NOT NULL,
[DepartmentName] [nvarchar](50) NULL,
[StartDate] [datetime] NULL,
[EndDate] [datetime] NULL,
[Status] [nvarchar](50) NULL,
[ETLLoadID] [int] NULL,
[LoadDate] [datetime] NULL,
[UpdateDate] [datetime] NULL
)
WITH
(
LOCATION='/DimEmployee/'
, DATA_SOURCE = AzureStorage_west_public
, FILE_FORMAT = TextFileFormat
, REJECT_TYPE = VALUE
, REJECT_VALUE = 0
)
;
--DimEntity
CREATE EXTERNAL TABLE [asb].DimEntity
(
[EntityKey] [int] NOT NULL,
[EntityLabel] [nvarchar](100) NULL,
[ParentEntityKey] [int] NULL,
[ParentEntityLabel] [nvarchar](100) NULL,
[EntityName] [nvarchar](50) NULL,
[EntityDescription] [nvarchar](100) NULL,
[EntityType] [nvarchar](100) NULL,
[StartDate] [datetime] NULL,
[EndDate] [datetime] NULL,
[Status] [nvarchar](50) NULL,
[ETLLoadID] [int] NULL,
[LoadDate] [datetime] NULL,
[UpdateDate] [datetime] NULL
)
WITH
(
LOCATION='/DimEntity/'
, DATA_SOURCE = AzureStorage_west_public
, FILE_FORMAT = TextFileFormat
, REJECT_TYPE = VALUE
, REJECT_VALUE = 0
)
;
--DimGeography
CREATE EXTERNAL TABLE [asb].DimGeography
(
[GeographyKey] [int] NOT NULL,
[GeographyType] [nvarchar](50) NOT NULL,
[ContinentName] [nvarchar](50) NOT NULL,
[CityName] [nvarchar](100) NULL,
[StateProvinceName] [nvarchar](100) NULL,
[RegionCountryName] [nvarchar](100) NULL,
-- [Geometry] [geometry] NULL,
[ETLLoadID] [int] NULL,
[LoadDate] [datetime] NULL,
[UpdateDate] [datetime] NULL
)
WITH
(
LOCATION='/DimGeography/'
, DATA_SOURCE = AzureStorage_west_public
, FILE_FORMAT = TextFileFormat
, REJECT_TYPE = VALUE
, REJECT_VALUE = 0
)
;
--DimMachine
CREATE EXTERNAL TABLE [asb].DimMachine
(
[MachineKey] [int] NOT NULL,
[MachineLabel] [nvarchar](100) NULL,
[StoreKey] [int] NOT NULL,
[MachineType] [nvarchar](50) NOT NULL,
[MachineName] [nvarchar](100) NOT NULL,
[MachineDescription] [nvarchar](200) NOT NULL,
[VendorName] [nvarchar](50) NOT NULL,
[MachineOS] [nvarchar](50) NOT NULL,
[MachineSource] [nvarchar](100) NOT NULL,
[MachineHardware] [nvarchar](100) NULL,
[MachineSoftware] [nvarchar](100) NOT NULL,
[Status] [nvarchar](50) NOT NULL,
[ServiceStartDate] [datetime] NOT NULL,
[DecommissionDate] [datetime] NULL,
[LastModifiedDate] [datetime] NULL,
[ETLLoadID] [int] NULL,
[LoadDate] [datetime] NULL,
[UpdateDate] [datetime] NULL
)
WITH
(
LOCATION='/DimMachine/'
, DATA_SOURCE = AzureStorage_west_public
, FILE_FORMAT = TextFileFormat
, REJECT_TYPE = VALUE
, REJECT_VALUE = 0
)
;
--DimOutage
CREATE EXTERNAL TABLE [asb].DimOutage (
[OutageKey] [int] NOT NULL,
[OutageLabel] [nvarchar](100) NOT NULL,
[OutageName] [nvarchar](50) NOT NULL,
[OutageDescription] [nvarchar](200) NOT NULL,
[OutageType] [nvarchar](50) NOT NULL,
[OutageTypeDescription] [nvarchar](200) NOT NULL,
[OutageSubType] [nvarchar](50) NOT NULL,
[OutageSubTypeDescription] [nvarchar](200) NOT NULL,
[ETLLoadID] [int] NULL,
[LoadDate] [datetime] NULL,
[UpdateDate] [datetime] NULL
)
WITH
(
LOCATION='/DimOutage/'
, DATA_SOURCE = AzureStorage_west_public
, FILE_FORMAT = TextFileFormat
, REJECT_TYPE = VALUE
, REJECT_VALUE = 0
)
;
--DimProduct
CREATE EXTERNAL TABLE [asb].DimProduct (
[ProductKey] [int] NOT NULL,
[ProductLabel] [nvarchar](255) NULL,
[ProductName] [nvarchar](500) NULL,
[ProductDescription] [nvarchar](400) NULL,
[ProductSubcategoryKey] [int] NULL,
[Manufacturer] [nvarchar](50) NULL,
[BrandName] [nvarchar](50) NULL,
[ClassID] [nvarchar](10) NULL,
[ClassName] [nvarchar](20) NULL,
[StyleID] [nvarchar](10) NULL,
[StyleName] [nvarchar](20) NULL,
[ColorID] [nvarchar](10) NULL,
[ColorName] [nvarchar](20) NOT NULL,
[Size] [nvarchar](50) NULL,
[SizeRange] [nvarchar](50) NULL,
[SizeUnitMeasureID] [nvarchar](20) NULL,
[Weight] [float] NULL,
[WeightUnitMeasureID] [nvarchar](20) NULL,
[UnitOfMeasureID] [nvarchar](10) NULL,
[UnitOfMeasureName] [nvarchar](40) NULL,
[StockTypeID] [nvarchar](10) NULL,
[StockTypeName] [nvarchar](40) NULL,
[UnitCost] [money] NULL,
[UnitPrice] [money] NULL,
[AvailableForSaleDate] [datetime] NULL,
[StopSaleDate] [datetime] NULL,
[Status] [nvarchar](7) NULL,
[ImageURL] [nvarchar](150) NULL,
[ProductURL] [nvarchar](150) NULL,
[ETLLoadID] [int] NULL,
[LoadDate] [datetime] NULL,
[UpdateDate] [datetime] NULL
)
WITH
(
LOCATION='/DimProduct/'
, DATA_SOURCE = AzureStorage_west_public
, FILE_FORMAT = TextFileFormat
, REJECT_TYPE = VALUE
, REJECT_VALUE = 0
)
;
--DimProductCategory
CREATE EXTERNAL TABLE [asb].DimProductCategory (
[ProductCategoryKey] [int] NOT NULL,
[ProductCategoryLabel] [nvarchar](100) NULL,
[ProductCategoryName] [nvarchar](30) NOT NULL,
[ProductCategoryDescription] [nvarchar](50) NOT NULL,
[ETLLoadID] [int] NULL,
[LoadDate] [datetime] NULL,
[UpdateDate] [datetime] NULL
)
WITH
(
LOCATION='/DimProductCategory/'
, DATA_SOURCE = AzureStorage_west_public
, FILE_FORMAT = TextFileFormat
, REJECT_TYPE = VALUE
, REJECT_VALUE = 0
)
;
--DimProductSubcategory
CREATE EXTERNAL TABLE [asb].DimProductSubcategory (
[ProductSubcategoryKey] [int] NOT NULL,
[ProductSubcategoryLabel] [nvarchar](100) NULL,
[ProductSubcategoryName] [nvarchar](50) NOT NULL,
[ProductSubcategoryDescription] [nvarchar](100) NULL,
[ProductCategoryKey] [int] NULL,
[ETLLoadID] [int] NULL,
[LoadDate] [datetime] NULL,
[UpdateDate] [datetime] NULL
)
WITH
(
LOCATION='/DimProductSubcategory/'
, DATA_SOURCE = AzureStorage_west_public
, FILE_FORMAT = TextFileFormat
, REJECT_TYPE = VALUE
, REJECT_VALUE = 0
)
;
--DimPromotion
CREATE EXTERNAL TABLE [asb].DimPromotion (
[PromotionKey] [int] NOT NULL,
[PromotionLabel] [nvarchar](100) NULL,
[PromotionName] [nvarchar](100) NULL,
[PromotionDescription] [nvarchar](255) NULL,
[DiscountPercent] [float] NULL,
[PromotionType] [nvarchar](50) NULL,
[PromotionCategory] [nvarchar](50) NULL,
[StartDate] [datetime] NOT NULL,
[EndDate] [datetime] NULL,
[MinQuantity] [int] NULL,
[MaxQuantity] [int] NULL,
[ETLLoadID] [int] NULL,
[LoadDate] [datetime] NULL,
[UpdateDate] [datetime] NULL
)
WITH
(
LOCATION='/DimPromotion/'
, DATA_SOURCE = AzureStorage_west_public
, FILE_FORMAT = TextFileFormat
, REJECT_TYPE = VALUE
, REJECT_VALUE = 0
)
;
--DimSalesTerritory
CREATE EXTERNAL TABLE [asb].DimSalesTerritory (
[SalesTerritoryKey] [int] NOT NULL,
[GeographyKey] [int] NOT NULL,
[SalesTerritoryLabel] [nvarchar](100) NULL,
[SalesTerritoryName] [nvarchar](50) NOT NULL,
[SalesTerritoryRegion] [nvarchar](50) NOT NULL,
[SalesTerritoryCountry] [nvarchar](50) NOT NULL,
[SalesTerritoryGroup] [nvarchar](50) NULL,
[SalesTerritoryLevel] [nvarchar](10) NULL,
[SalesTerritoryManager] [int] NULL,
[StartDate] [datetime] NULL,
[EndDate] [datetime] NULL,
[Status] [nvarchar](50) NULL,
[ETLLoadID] [int] NULL,
[LoadDate] [datetime] NULL,
[UpdateDate] [datetime] NULL
)
WITH
(
LOCATION='/DimSalesTerritory/'
, DATA_SOURCE = AzureStorage_west_public
, FILE_FORMAT = TextFileFormat
, REJECT_TYPE = VALUE
, REJECT_VALUE = 0
)
;
--DimScenario
CREATE EXTERNAL TABLE [asb].DimScenario (
[ScenarioKey] [int] NOT NULL,
[ScenarioLabel] [nvarchar](100) NOT NULL,
[ScenarioName] [nvarchar](20) NULL,
[ScenarioDescription] [nvarchar](50) NULL,
[ETLLoadID] [int] NULL,
[LoadDate] [datetime] NULL,
[UpdateDate] [datetime] NULL
)
WITH
(
LOCATION='/DimScenario/'
, DATA_SOURCE = AzureStorage_west_public
, FILE_FORMAT = TextFileFormat
, REJECT_TYPE = VALUE
, REJECT_VALUE = 0
)
;
--DimStore
CREATE EXTERNAL TABLE [asb].DimStore
(
[StoreKey] [int] NOT NULL,
[GeographyKey] [int] NOT NULL,
[StoreManager] [int] NULL,
[StoreType] [nvarchar](15) NULL,
[StoreName] [nvarchar](100) NOT NULL,
[StoreDescription] [nvarchar](300) NOT NULL,
[Status] [nvarchar](20) NOT NULL,
[OpenDate] [datetime] NOT NULL,
[CloseDate] [datetime] NULL,
[EntityKey] [int] NULL,
[ZipCode] [nvarchar](20) NULL,
[ZipCodeExtension] [nvarchar](10) NULL,
[StorePhone] [nvarchar](15) NULL,
[StoreFax] [nvarchar](14) NULL,
[AddressLine1] [nvarchar](100) NULL,
[AddressLine2] [nvarchar](100) NULL,
[CloseReason] [nvarchar](20) NULL,
[EmployeeCount] [int] NULL,
[SellingAreaSize] [float] NULL,
[LastRemodelDate] [datetime] NULL,
[GeoLocation] NVARCHAR(50) NULL,
[Geometry] NVARCHAR(50) NULL,
[ETLLoadID] [int] NULL,
[LoadDate] [datetime] NULL,
[UpdateDate] [datetime] NULL
)
WITH
(
LOCATION='/DimStore/'
, DATA_SOURCE = AzureStorage_west_public
, FILE_FORMAT = TextFileFormat
, REJECT_TYPE = VALUE
, REJECT_VALUE = 0
)
;
--FactExchangeRate
CREATE EXTERNAL TABLE [asb].FactExchangeRate
(
[ExchangeRateKey] [int] NOT NULL,
[CurrencyKey] [int] NOT NULL,
[DateKey] [datetime] NOT NULL,
[AverageRate] [float] NOT NULL,
[EndOfDayRate] [float] NOT NULL,
[ETLLoadID] [int] NULL,
[LoadDate] [datetime] NULL,
[UpdateDate] [datetime] NULL
)
WITH
(
LOCATION='/FactExchangeRate/'
, DATA_SOURCE = AzureStorage_west_public
, FILE_FORMAT = TextFileFormat
, REJECT_TYPE = VALUE
, REJECT_VALUE = 0
)
;
--FactInventory
CREATE EXTERNAL TABLE [asb].FactInventory (
[InventoryKey] [int] NOT NULL,
[DateKey] [datetime] NOT NULL,
[StoreKey] [int] NOT NULL,
[ProductKey] [int] NOT NULL,
[CurrencyKey] [int] NOT NULL,
[OnHandQuantity] [int] NOT NULL,
[OnOrderQuantity] [int] NOT NULL,
[SafetyStockQuantity] [int] NULL,
[UnitCost] [money] NOT NULL,
[DaysInStock] [int] NULL,
[MinDayInStock] [int] NULL,
[MaxDayInStock] [int] NULL,
[Aging] [int] NULL,
[ETLLoadID] [int] NULL,
[LoadDate] [datetime] NULL,
[UpdateDate] [datetime] NULL
)
WITH
(
LOCATION='/FactInventory/'
, DATA_SOURCE = AzureStorage_west_public
, FILE_FORMAT = TextFileFormat
, REJECT_TYPE = VALUE
, REJECT_VALUE = 0
)
;
--FactITMachine
CREATE EXTERNAL TABLE [asb].FactITMachine (
[ITMachinekey] [int] NOT NULL,
[MachineKey] [int] NOT NULL,
[Datekey] [datetime] NOT NULL,
[CostAmount] [money] NULL,
[CostType] [nvarchar](200) NOT NULL,
[ETLLoadID] [int] NULL,
[LoadDate] [datetime] NULL,
[UpdateDate] [datetime] NULL
)
WITH
(
LOCATION='/FactITMachine/'
, DATA_SOURCE = AzureStorage_west_public
, FILE_FORMAT = TextFileFormat
, REJECT_TYPE = VALUE
, REJECT_VALUE = 0
)
;
--FactITSLA
CREATE EXTERNAL TABLE [asb].FactITSLA
(
[ITSLAkey] [int] NOT NULL,
[DateKey] [datetime] NOT NULL,
[StoreKey] [int] NOT NULL,
[MachineKey] [int] NOT NULL,
[OutageKey] [int] NOT NULL,
[OutageStartTime] [datetime] NOT NULL,
[OutageEndTime] [datetime] NOT NULL,
[DownTime] [int] NOT NULL,
[ETLLoadID] [int] NULL,
[LoadDate] [datetime] NULL,
[UpdateDate] [datetime] NULL
)
WITH
(
LOCATION='/FactITSLA/'
, DATA_SOURCE = AzureStorage_west_public
, FILE_FORMAT = TextFileFormat
, REJECT_TYPE = VALUE
, REJECT_VALUE = 0
)
;
--FactOnlineSales
CREATE EXTERNAL TABLE [asb].FactOnlineSales
(
[OnlineSalesKey] [int] NOT NULL,
[DateKey] [datetime] NOT NULL,
[StoreKey] [int] NOT NULL,
[ProductKey] [int] NOT NULL,
[PromotionKey] [int] NOT NULL,
[CurrencyKey] [int] NOT NULL,
[CustomerKey] [int] NOT NULL,
[SalesOrderNumber] [nvarchar](20) NOT NULL,
[SalesOrderLineNumber] [int] NULL,
[SalesQuantity] [int] NOT NULL,
[SalesAmount] [money] NOT NULL,
[ReturnQuantity] [int] NOT NULL,
[ReturnAmount] [money] NULL,
[DiscountQuantity] [int] NULL,
[DiscountAmount] [money] NULL,
[TotalCost] [money] NOT NULL,
[UnitCost] [money] NULL,
[UnitPrice] [money] NULL,
[ETLLoadID] [int] NULL,
[LoadDate] [datetime] NULL,
[UpdateDate] [datetime] NULL
)
WITH
(
LOCATION='/FactOnlineSales/'
, DATA_SOURCE = AzureStorage_west_public
, FILE_FORMAT = TextFileFormat
, REJECT_TYPE = VALUE
, REJECT_VALUE = 0
)
;
--FactSales
CREATE EXTERNAL TABLE [asb].FactSales
(
[SalesKey] [int] NOT NULL,
[DateKey] [datetime] NOT NULL,
[channelKey] [int] NOT NULL,
[StoreKey] [int] NOT NULL,
[ProductKey] [int] NOT NULL,
[PromotionKey] [int] NOT NULL,
[CurrencyKey] [int] NOT NULL,
[UnitCost] [money] NOT NULL,
[UnitPrice] [money] NOT NULL,
[SalesQuantity] [int] NOT NULL,
[ReturnQuantity] [int] NOT NULL,
[ReturnAmount] [money] NULL,
[DiscountQuantity] [int] NULL,
[DiscountAmount] [money] NULL,
[TotalCost] [money] NOT NULL,
[SalesAmount] [money] NOT NULL,
[ETLLoadID] [int] NULL,
[LoadDate] [datetime] NULL,
[UpdateDate] [datetime] NULL
)
WITH
(
LOCATION='/FactSales/'
, DATA_SOURCE = AzureStorage_west_public
, FILE_FORMAT = TextFileFormat
, REJECT_TYPE = VALUE
, REJECT_VALUE = 0
)
;
--FactSalesQuota
CREATE EXTERNAL TABLE [asb].FactSalesQuota (
[SalesQuotaKey] [int] NOT NULL,
[ChannelKey] [int] NOT NULL,
[StoreKey] [int] NOT NULL,
[ProductKey] [int] NOT NULL,
[DateKey] [datetime] NOT NULL,
[CurrencyKey] [int] NOT NULL,
[ScenarioKey] [int] NOT NULL,
[SalesQuantityQuota] [money] NOT NULL,
[SalesAmountQuota] [money] NOT NULL,
[GrossMarginQuota] [money] NOT NULL,
[ETLLoadID] [int] NULL,
[LoadDate] [datetime] NULL,
[UpdateDate] [datetime] NULL
)
WITH
(
LOCATION='/FactSalesQuota/'
, DATA_SOURCE = AzureStorage_west_public
, FILE_FORMAT = TextFileFormat
, REJECT_TYPE = VALUE
, REJECT_VALUE = 0
)
;
--FactStrategyPlan
CREATE EXTERNAL TABLE [asb].FactStrategyPlan
(
[StrategyPlanKey] [int] NOT NULL,
[Datekey] [datetime] NOT NULL,
[EntityKey] [int] NOT NULL,
[ScenarioKey] [int] NOT NULL,
[AccountKey] [int] NOT NULL,
[CurrencyKey] [int] NOT NULL,
[ProductCategoryKey] [int] NULL,
[Amount] [money] NOT NULL,
[ETLLoadID] [int] NULL,
[LoadDate] [datetime] NULL,
[UpdateDate] [datetime] NULL
)
WITH
(
LOCATION='/FactStrategyPlan/'
, DATA_SOURCE = AzureStorage_west_public
, FILE_FORMAT = TextFileFormat
, REJECT_TYPE = VALUE
, REJECT_VALUE = 0
)
;
-- Load the data with CTAS
--
-- The easiest and most efficient way to load data from Azure Blob Storage is to usu
-- Create Table As Select (CTAS). Loading with CTAS leverages the strongly typed
-- external tables you have just created.
-- Create a new schema
CREATE SCHEMA [cso];
GO
-- Load the data
-- To load the data we use one CTAS statement per table.
SELECT GETDATE();
GO
CREATE TABLE [cso].[DimAccount] WITH (DISTRIBUTION = ROUND_ROBIN ) AS SELECT * FROM [asb].[DimAccount] OPTION (LABEL = 'CTAS : Load [cso].[DimAccount] ');
CREATE TABLE [cso].[DimChannel] WITH (DISTRIBUTION = ROUND_ROBIN ) AS SELECT * FROM [asb].[DimChannel] OPTION (LABEL = 'CTAS : Load [cso].[DimChannel] ');
CREATE TABLE [cso].[DimCurrency] WITH (DISTRIBUTION = ROUND_ROBIN ) AS SELECT * FROM [asb].[DimCurrency] OPTION (LABEL = 'CTAS : Load [cso].[DimCurrency] ');
CREATE TABLE [cso].[DimCustomer] WITH (DISTRIBUTION = ROUND_ROBIN ) AS SELECT * FROM [asb].[DimCustomer] OPTION (LABEL = 'CTAS : Load [cso].[DimCustomer] ');
CREATE TABLE [cso].[DimDate] WITH (DISTRIBUTION = ROUND_ROBIN ) AS SELECT * FROM [asb].[DimDate] OPTION (LABEL = 'CTAS : Load [cso].[DimDate] ');
CREATE TABLE [cso].[DimEmployee] WITH (DISTRIBUTION = ROUND_ROBIN ) AS SELECT * FROM [asb].[DimEmployee] OPTION (LABEL = 'CTAS : Load [cso].[DimEmployee] ');
CREATE TABLE [cso].[DimEntity] WITH (DISTRIBUTION = HASH([EntityKey] ) ) AS SELECT * FROM [asb].[DimEntity] OPTION (LABEL = 'CTAS : Load [cso].[DimEntity] ');
CREATE TABLE [cso].[DimGeography] WITH (DISTRIBUTION = ROUND_ROBIN ) AS SELECT * FROM [asb].[DimGeography] OPTION (LABEL = 'CTAS : Load [cso].[DimGeography] ');
CREATE TABLE [cso].[DimMachine] WITH (DISTRIBUTION = HASH([MachineKey] ) ) AS SELECT * FROM [asb].[DimMachine] OPTION (LABEL = 'CTAS : Load [cso].[DimMachine] ');
CREATE TABLE [cso].[DimOutage] WITH (DISTRIBUTION = ROUND_ROBIN ) AS SELECT * FROM [asb].[DimOutage] OPTION (LABEL = 'CTAS : Load [cso].[DimOutage] ');
CREATE TABLE [cso].[DimProduct] WITH (DISTRIBUTION = HASH([ProductKey] ) ) AS SELECT * FROM [asb].[DimProduct] OPTION (LABEL = 'CTAS : Load [cso].[DimProduct] ');
CREATE TABLE [cso].[DimProductCategory] WITH (DISTRIBUTION = ROUND_ROBIN ) AS SELECT * FROM [asb].[DimProductCategory] OPTION (LABEL = 'CTAS : Load [cso].[DimProductCategory] ');
CREATE TABLE [cso].[DimScenario] WITH (DISTRIBUTION = ROUND_ROBIN ) AS SELECT * FROM [asb].[DimScenario] OPTION (LABEL = 'CTAS : Load [cso].[DimScenario] ');
CREATE TABLE [cso].[DimPromotion] WITH (DISTRIBUTION = ROUND_ROBIN ) AS SELECT * FROM [asb].[DimPromotion] OPTION (LABEL = 'CTAS : Load [cso].[DimPromotion] ');
CREATE TABLE [cso].[DimProductSubcategory] WITH (DISTRIBUTION = ROUND_ROBIN ) AS SELECT * FROM [asb].[DimProductSubcategory] OPTION (LABEL = 'CTAS : Load [cso].[DimProductSubcategory] ');
CREATE TABLE [cso].[DimSalesTerritory] WITH (DISTRIBUTION = ROUND_ROBIN ) AS SELECT * FROM [asb].[DimSalesTerritory] OPTION (LABEL = 'CTAS : Load [cso].[DimSalesTerritory] ');
CREATE TABLE [cso].[DimStore] WITH (DISTRIBUTION = ROUND_ROBIN ) AS SELECT * FROM [asb].[DimStore] OPTION (LABEL = 'CTAS : Load [cso].[DimStore] ');
CREATE TABLE [cso].[FactITMachine] WITH (DISTRIBUTION = HASH([MachineKey] ) ) AS SELECT * FROM [asb].[FactITMachine] OPTION (LABEL = 'CTAS : Load [cso].[FactITMachine] ');
CREATE TABLE [cso].[FactITSLA] WITH (DISTRIBUTION = HASH([MachineKey] ) ) AS SELECT * FROM [asb].[FactITSLA] OPTION (LABEL = 'CTAS : Load [cso].[FactITSLA] ');
CREATE TABLE [cso].[FactInventory] WITH (DISTRIBUTION = HASH([ProductKey] ) ) AS SELECT * FROM [asb].[FactInventory] OPTION (LABEL = 'CTAS : Load [cso].[FactInventory] ');
CREATE TABLE [cso].[FactOnlineSales] WITH (DISTRIBUTION = HASH([ProductKey] ) ) AS SELECT * FROM [asb].[FactOnlineSales] OPTION (LABEL = 'CTAS : Load [cso].[FactOnlineSales] ');
CREATE TABLE [cso].[FactSales] WITH (DISTRIBUTION = HASH([ProductKey] ) ) AS SELECT * FROM [asb].[FactSales] OPTION (LABEL = 'CTAS : Load [cso].[FactSales] ');
CREATE TABLE [cso].[FactSalesQuota] WITH (DISTRIBUTION = HASH([ProductKey] ) ) AS SELECT * FROM [asb].[FactSalesQuota] OPTION (LABEL = 'CTAS : Load [cso].[FactSalesQuota] ');
CREATE TABLE [cso].[FactStrategyPlan] WITH (DISTRIBUTION = HASH([EntityKey]) ) AS SELECT * FROM [asb].[FactStrategyPlan] OPTION (LABEL = 'CTAS : Load [cso].[FactStrategyPlan] ');
CREATE TABLE [cso].[FactExchangeRate] WITH (DISTRIBUTION = HASH([ExchangeRateKey]) ) AS SELECT * FROM [asb].[FactExchangeRate] OPTION (LABEL = 'CTAS : Load [cso].[FactExchangeRate] ');
-- Track the load progress
--
-- You can track the progress of your load using the `[sys].[dm_pdw_exec_requests]` dynamic management view (DMV).
-- To see all requests
-- SELECT * FROM sys.dm_pdw_exec_requests;
--
-- To see a particular request identified by its lable
-- SELECT * FROM sys.dm_pdw_exec_requests as r;
-- WHERE r.label = "FactSales";
--
-- Optimize columnstore compression
-- By default, SQL Data Warehouse stores the table as a clustered columnstore index.
-- After a load completes, some of the data rows might not be compressed into the columnstore.
-- There's a variety of reasons why this can happen. To learn more, see ... .
--
-- To optimize query performance and columnstore compression after a load, rebuild the table to force
-- the columnstore index to compress all the rows.
SELECT GETDATE();
GO
ALTER INDEX ALL ON [cso].[FactStrategyPlan] REBUILD;
ALTER INDEX ALL ON [cso].[DimAccount] REBUILD;
ALTER INDEX ALL ON [cso].[DimChannel] REBUILD;
ALTER INDEX ALL ON [cso].[DimCurrency] REBUILD;
ALTER INDEX ALL ON [cso].[DimCustomer] REBUILD;
ALTER INDEX ALL ON [cso].[DimDate] REBUILD;
ALTER INDEX ALL ON [cso].[DimEmployee] REBUILD;
ALTER INDEX ALL ON [cso].[DimEntity] REBUILD;
ALTER INDEX ALL ON [cso].[DimGeography] REBUILD;
ALTER INDEX ALL ON [cso].[DimMachine] REBUILD;
ALTER INDEX ALL ON [cso].[DimOutage] REBUILD;
ALTER INDEX ALL ON [cso].[DimProduct] REBUILD;
ALTER INDEX ALL ON [cso].[DimProductCategory] REBUILD;
ALTER INDEX ALL ON [cso].[DimScenario] REBUILD;
ALTER INDEX ALL ON [cso].[DimPromotion] REBUILD;
ALTER INDEX ALL ON [cso].[DimProductSubcategory] REBUILD;
ALTER INDEX ALL ON [cso].[DimSalesTerritory] REBUILD;
ALTER INDEX ALL ON [cso].[DimStore] REBUILD;
ALTER INDEX ALL ON [cso].[FactITMachine] REBUILD;
ALTER INDEX ALL ON [cso].[FactITSLA] REBUILD;
ALTER INDEX ALL ON [cso].[FactInventory] REBUILD;
ALTER INDEX ALL ON [cso].[FactOnlineSales] REBUILD;
ALTER INDEX ALL ON [cso].[FactSales] REBUILD;
ALTER INDEX ALL ON [cso].[FactSalesQuota] REBUILD;
ALTER INDEX ALL ON [cso].[FactExchangeRate] REBUILD;
-- Optimize statistics
-- It is best to create single-column statistics immediately after a load. There are some choices for statistics. -- For example, if you create single-column statistics on every column it might take a long time to rebuild
-- statistics. If you know certain columns are not going to be in query predicates, you could skip creating
-- statistics on those columns.
--
-- If you decide to create single-column statistics on every column, you can use stored procedure code
-- sample `prc_sqldw_create_stats` in the [statistics][] article.
--
-- This example is a good starting point for creating statistics. It creates single-column statistics on each
-- column in the dimension table, and on each joining column in the fact tables. You can always add single or
-- multi-column statistics to other fact table columns later on.
--
CREATE STATISTICS [stat_cso_DimMachine_DecommissionDate] ON [cso].[DimMachine]([DecommissionDate]);
CREATE STATISTICS [stat_cso_DimMachine_ETLLoadID] ON [cso].[DimMachine]([ETLLoadID]);
CREATE STATISTICS [stat_cso_DimMachine_LastModifiedDate] ON [cso].[DimMachine]([LastModifiedDate]);
CREATE STATISTICS [stat_cso_DimMachine_LoadDate] ON [cso].[DimMachine]([LoadDate]);
CREATE STATISTICS [stat_cso_DimMachine_MachineDescription] ON [cso].[DimMachine]([MachineDescription]);
CREATE STATISTICS [stat_cso_DimMachine_MachineHardware] ON [cso].[DimMachine]([MachineHardware]);
CREATE STATISTICS [stat_cso_DimMachine_MachineKey] ON [cso].[DimMachine]([MachineKey]);
CREATE STATISTICS [stat_cso_DimMachine_MachineLabel] ON [cso].[DimMachine]([MachineLabel]);
CREATE STATISTICS [stat_cso_DimMachine_MachineName] ON [cso].[DimMachine]([MachineName]);
CREATE STATISTICS [stat_cso_DimMachine_MachineOS] ON [cso].[DimMachine]([MachineOS]);
CREATE STATISTICS [stat_cso_DimMachine_MachineSoftware] ON [cso].[DimMachine]([MachineSoftware]);
CREATE STATISTICS [stat_cso_DimMachine_MachineSource] ON [cso].[DimMachine]([MachineSource]);
CREATE STATISTICS [stat_cso_DimMachine_MachineType] ON [cso].[DimMachine]([MachineType]);
CREATE STATISTICS [stat_cso_DimMachine_ServiceStartDate] ON [cso].[DimMachine]([ServiceStartDate]);
CREATE STATISTICS [stat_cso_DimMachine_Status] ON [cso].[DimMachine]([Status]);
CREATE STATISTICS [stat_cso_DimMachine_StoreKey] ON [cso].[DimMachine]([StoreKey]);
CREATE STATISTICS [stat_cso_DimMachine_UpdateDate] ON [cso].[DimMachine]([UpdateDate]);
CREATE STATISTICS [stat_cso_DimMachine_VendorName] ON [cso].[DimMachine]([VendorName]);
CREATE STATISTICS [stat_cso_DimOutage_ETLLoadID] ON [cso].[DimOutage]([ETLLoadID]);
CREATE STATISTICS [stat_cso_DimOutage_LoadDate] ON [cso].[DimOutage]([LoadDate]);
CREATE STATISTICS [stat_cso_DimOutage_OutageDescription] ON [cso].[DimOutage]([OutageDescription]);
CREATE STATISTICS [stat_cso_DimOutage_OutageKey] ON [cso].[DimOutage]([OutageKey]);
CREATE STATISTICS [stat_cso_DimOutage_OutageLabel] ON [cso].[DimOutage]([OutageLabel]);
CREATE STATISTICS [stat_cso_DimOutage_OutageName] ON [cso].[DimOutage]([OutageName]);
CREATE STATISTICS [stat_cso_DimOutage_OutageSubType] ON [cso].[DimOutage]([OutageSubType]);
CREATE STATISTICS [stat_cso_DimOutage_OutageSubTypeDescription] ON [cso].[DimOutage]([OutageSubTypeDescription]);
CREATE STATISTICS [stat_cso_DimOutage_OutageType] ON [cso].[DimOutage]([OutageType]);
CREATE STATISTICS [stat_cso_DimOutage_OutageTypeDescription] ON [cso].[DimOutage]([OutageTypeDescription]);
CREATE STATISTICS [stat_cso_DimOutage_UpdateDate] ON [cso].[DimOutage]([UpdateDate]);
CREATE STATISTICS [stat_cso_DimProductCategory_ETLLoadID] ON [cso].[DimProductCategory]([ETLLoadID]);
CREATE STATISTICS [stat_cso_DimProductCategory_LoadDate] ON [cso].[DimProductCategory]([LoadDate]);
CREATE STATISTICS [stat_cso_DimProductCategory_ProductCategoryDescription] ON [cso].[DimProductCategory]([ProductCategoryDescription]);
CREATE STATISTICS [stat_cso_DimProductCategory_ProductCategoryKey] ON [cso].[DimProductCategory]([ProductCategoryKey]);
CREATE STATISTICS [stat_cso_DimProductCategory_ProductCategoryLabel] ON [cso].[DimProductCategory]([ProductCategoryLabel]);
CREATE STATISTICS [stat_cso_DimProductCategory_ProductCategoryName] ON [cso].[DimProductCategory]([ProductCategoryName]);
CREATE STATISTICS [stat_cso_DimProductCategory_UpdateDate] ON [cso].[DimProductCategory]([UpdateDate]);
CREATE STATISTICS [stat_cso_DimScenario_ETLLoadID] ON [cso].[DimScenario]([ETLLoadID]);
CREATE STATISTICS [stat_cso_DimScenario_LoadDate] ON [cso].[DimScenario]([LoadDate]);
CREATE STATISTICS [stat_cso_DimScenario_ScenarioDescription] ON [cso].[DimScenario]([ScenarioDescription]);
CREATE STATISTICS [stat_cso_DimScenario_ScenarioKey] ON [cso].[DimScenario]([ScenarioKey]);
CREATE STATISTICS [stat_cso_DimScenario_ScenarioLabel] ON [cso].[DimScenario]([ScenarioLabel]);
CREATE STATISTICS [stat_cso_DimScenario_ScenarioName] ON [cso].[DimScenario]([ScenarioName]);
CREATE STATISTICS [stat_cso_DimScenario_UpdateDate] ON [cso].[DimScenario]([UpdateDate]);
CREATE STATISTICS [stat_cso_DimPromotion_DiscountPercent] ON [cso].[DimPromotion]([DiscountPercent]);
CREATE STATISTICS [stat_cso_DimPromotion_EndDate] ON [cso].[DimPromotion]([EndDate]);
CREATE STATISTICS [stat_cso_DimPromotion_ETLLoadID] ON [cso].[DimPromotion]([ETLLoadID]);
CREATE STATISTICS [stat_cso_DimPromotion_LoadDate] ON [cso].[DimPromotion]([LoadDate]);
CREATE STATISTICS [stat_cso_DimPromotion_MaxQuantity] ON [cso].[DimPromotion]([MaxQuantity]);
CREATE STATISTICS [stat_cso_DimPromotion_MinQuantity] ON [cso].[DimPromotion]([MinQuantity]);
CREATE STATISTICS [stat_cso_DimPromotion_PromotionCategory] ON [cso].[DimPromotion]([PromotionCategory]);
CREATE STATISTICS [stat_cso_DimPromotion_PromotionDescription] ON [cso].[DimPromotion]([PromotionDescription]);
CREATE STATISTICS [stat_cso_DimPromotion_PromotionKey] ON [cso].[DimPromotion]([PromotionKey]);
CREATE STATISTICS [stat_cso_DimPromotion_PromotionLabel] ON [cso].[DimPromotion]([PromotionLabel]);
CREATE STATISTICS [stat_cso_DimPromotion_PromotionName] ON [cso].[DimPromotion]([PromotionName]);
CREATE STATISTICS [stat_cso_DimPromotion_PromotionType] ON [cso].[DimPromotion]([PromotionType]);
CREATE STATISTICS [stat_cso_DimPromotion_StartDate] ON [cso].[DimPromotion]([StartDate]);
CREATE STATISTICS [stat_cso_DimPromotion_UpdateDate] ON [cso].[DimPromotion]([UpdateDate]);
CREATE STATISTICS [stat_cso_DimSalesTerritory_EndDate] ON [cso].[DimSalesTerritory]([EndDate]);
CREATE STATISTICS [stat_cso_DimSalesTerritory_ETLLoadID] ON [cso].[DimSalesTerritory]([ETLLoadID]);
CREATE STATISTICS [stat_cso_DimSalesTerritory_GeographyKey] ON [cso].[DimSalesTerritory]([GeographyKey]);
CREATE STATISTICS [stat_cso_DimSalesTerritory_LoadDate] ON [cso].[DimSalesTerritory]([LoadDate]);
CREATE STATISTICS [stat_cso_DimSalesTerritory_SalesTerritoryCountry] ON [cso].[DimSalesTerritory]([SalesTerritoryCountry]);
CREATE STATISTICS [stat_cso_DimSalesTerritory_SalesTerritoryGroup] ON [cso].[DimSalesTerritory]([SalesTerritoryGroup]);
CREATE STATISTICS [stat_cso_DimSalesTerritory_SalesTerritoryKey] ON [cso].[DimSalesTerritory]([SalesTerritoryKey]);
CREATE STATISTICS [stat_cso_DimSalesTerritory_SalesTerritoryLabel] ON [cso].[DimSalesTerritory]([SalesTerritoryLabel]);
CREATE STATISTICS [stat_cso_DimSalesTerritory_SalesTerritoryLevel] ON [cso].[DimSalesTerritory]([SalesTerritoryLevel]);
CREATE STATISTICS [stat_cso_DimSalesTerritory_SalesTerritoryManager] ON [cso].[DimSalesTerritory]([SalesTerritoryManager]);
CREATE STATISTICS [stat_cso_DimSalesTerritory_SalesTerritoryName] ON [cso].[DimSalesTerritory]([SalesTerritoryName]);
CREATE STATISTICS [stat_cso_DimSalesTerritory_SalesTerritoryRegion] ON [cso].[DimSalesTerritory]([SalesTerritoryRegion]);
CREATE STATISTICS [stat_cso_DimSalesTerritory_StartDate] ON [cso].[DimSalesTerritory]([StartDate]);
CREATE STATISTICS [stat_cso_DimSalesTerritory_Status] ON [cso].[DimSalesTerritory]([Status]);
CREATE STATISTICS [stat_cso_DimSalesTerritory_UpdateDate] ON [cso].[DimSalesTerritory]([UpdateDate]);
CREATE STATISTICS [stat_cso_DimProductSubcategory_ETLLoadID] ON [cso].[DimProductSubcategory]([ETLLoadID]);
CREATE STATISTICS [stat_cso_DimProductSubcategory_LoadDate] ON [cso].[DimProductSubcategory]([LoadDate]);
CREATE STATISTICS [stat_cso_DimProductSubcategory_ProductCategoryKey] ON [cso].[DimProductSubcategory]([ProductCategoryKey]);
CREATE STATISTICS [stat_cso_DimProductSubcategory_ProductSubcategoryDescription] ON [cso].[DimProductSubcategory]([ProductSubcategoryDescription]);
CREATE STATISTICS [stat_cso_DimProductSubcategory_ProductSubcategoryKey] ON [cso].[DimProductSubcategory]([ProductSubcategoryKey]);
CREATE STATISTICS [stat_cso_DimProductSubcategory_ProductSubcategoryLabel] ON [cso].[DimProductSubcategory]([ProductSubcategoryLabel]);
CREATE STATISTICS [stat_cso_DimProductSubcategory_ProductSubcategoryName] ON [cso].[DimProductSubcategory]([ProductSubcategoryName]);
CREATE STATISTICS [stat_cso_DimProductSubcategory_UpdateDate] ON [cso].[DimProductSubcategory]([UpdateDate]);
CREATE STATISTICS [stat_cso_FactITMachine_Datekey] ON [cso].[FactITMachine]([Datekey]);
CREATE STATISTICS [stat_cso_FactITMachine_ITMachinekey] ON [cso].[FactITMachine]([ITMachinekey]);
CREATE STATISTICS [stat_cso_FactITMachine_MachineKey] ON [cso].[FactITMachine]([MachineKey]);
CREATE STATISTICS [stat_cso_FactInventory_CurrencyKey] ON [cso].[FactInventory]([CurrencyKey]);
CREATE STATISTICS [stat_cso_FactInventory_DateKey] ON [cso].[FactInventory]([DateKey]);
CREATE STATISTICS [stat_cso_FactInventory_InventoryKey] ON [cso].[FactInventory]([InventoryKey]);
CREATE STATISTICS [stat_cso_FactInventory_ProductKey] ON [cso].[FactInventory]([ProductKey]);
CREATE STATISTICS [stat_cso_FactInventory_StoreKey] ON [cso].[FactInventory]([StoreKey]);
CREATE STATISTICS [stat_cso_FactStrategyPlan_AccountKey] ON [cso].[FactStrategyPlan]([AccountKey]);
CREATE STATISTICS [stat_cso_FactStrategyPlan_CurrencyKey] ON [cso].[FactStrategyPlan]([CurrencyKey]);
CREATE STATISTICS [stat_cso_FactStrategyPlan_Datekey] ON [cso].[FactStrategyPlan]([Datekey]);
CREATE STATISTICS [stat_cso_FactStrategyPlan_EntityKey] ON [cso].[FactStrategyPlan]([EntityKey]);
CREATE STATISTICS [stat_cso_FactStrategyPlan_ProductCategoryKey] ON [cso].[FactStrategyPlan]([ProductCategoryKey]);
CREATE STATISTICS [stat_cso_FactStrategyPlan_ScenarioKey] ON [cso].[FactStrategyPlan]([ScenarioKey]);
CREATE STATISTICS [stat_cso_FactStrategyPlan_StrategyPlanKey] ON [cso].[FactStrategyPlan]([StrategyPlanKey]);
CREATE STATISTICS [stat_cso_FactSalesQuota_ChannelKey] ON [cso].[FactSalesQuota]([ChannelKey]);
CREATE STATISTICS [stat_cso_FactSalesQuota_CurrencyKey] ON [cso].[FactSalesQuota]([CurrencyKey]);
CREATE STATISTICS [stat_cso_FactSalesQuota_DateKey] ON [cso].[FactSalesQuota]([DateKey]);
CREATE STATISTICS [stat_cso_FactSalesQuota_ProductKey] ON [cso].[FactSalesQuota]([ProductKey]);
CREATE STATISTICS [stat_cso_FactSalesQuota_SalesQuotaKey] ON [cso].[FactSalesQuota]([SalesQuotaKey]);
CREATE STATISTICS [stat_cso_FactSalesQuota_ScenarioKey] ON [cso].[FactSalesQuota]([ScenarioKey]);
CREATE STATISTICS [stat_cso_FactSalesQuota_StoreKey] ON [cso].[FactSalesQuota]([StoreKey]);
CREATE STATISTICS [stat_cso_FactSales_channelKey] ON [cso].[FactSales]([channelKey]);
CREATE STATISTICS [stat_cso_FactSales_CurrencyKey] ON [cso].[FactSales]([CurrencyKey]);
CREATE STATISTICS [stat_cso_FactSales_DateKey] ON [cso].[FactSales]([DateKey]);
CREATE STATISTICS [stat_cso_FactSales_ProductKey] ON [cso].[FactSales]([ProductKey]);
CREATE STATISTICS [stat_cso_FactSales_PromotionKey] ON [cso].[FactSales]([PromotionKey]);
CREATE STATISTICS [stat_cso_FactSales_SalesKey] ON [cso].[FactSales]([SalesKey]);
CREATE STATISTICS [stat_cso_FactSales_StoreKey] ON [cso].[FactSales]([StoreKey]);
CREATE STATISTICS [stat_cso_FactOnlineSales_CurrencyKey] ON [cso].[FactOnlineSales]([CurrencyKey]);
CREATE STATISTICS [stat_cso_FactOnlineSales_CustomerKey] ON [cso].[FactOnlineSales]([CustomerKey]);
CREATE STATISTICS [stat_cso_FactOnlineSales_DateKey] ON [cso].[FactOnlineSales]([DateKey]);
CREATE STATISTICS [stat_cso_FactOnlineSales_OnlineSalesKey] ON [cso].[FactOnlineSales]([OnlineSalesKey]);
CREATE STATISTICS [stat_cso_FactOnlineSales_ProductKey] ON [cso].[FactOnlineSales]([ProductKey]);
CREATE STATISTICS [stat_cso_FactOnlineSales_PromotionKey] ON [cso].[FactOnlineSales]([PromotionKey]);
CREATE STATISTICS [stat_cso_FactOnlineSales_StoreKey] ON [cso].[FactOnlineSales]([StoreKey]);
CREATE STATISTICS [stat_cso_DimCustomer_AddressLine1] ON [cso].[DimCustomer]([AddressLine1]);
CREATE STATISTICS [stat_cso_DimCustomer_AddressLine2] ON [cso].[DimCustomer]([AddressLine2]);
CREATE STATISTICS [stat_cso_DimCustomer_BirthDate] ON [cso].[DimCustomer]([BirthDate]);
CREATE STATISTICS [stat_cso_DimCustomer_CompanyName] ON [cso].[DimCustomer]([CompanyName]);
CREATE STATISTICS [stat_cso_DimCustomer_CustomerKey] ON [cso].[DimCustomer]([CustomerKey]);
CREATE STATISTICS [stat_cso_DimCustomer_CustomerLabel] ON [cso].[DimCustomer]([CustomerLabel]);
CREATE STATISTICS [stat_cso_DimCustomer_CustomerType] ON [cso].[DimCustomer]([CustomerType]);
CREATE STATISTICS [stat_cso_DimCustomer_DateFirstPurchase] ON [cso].[DimCustomer]([DateFirstPurchase]);
CREATE STATISTICS [stat_cso_DimCustomer_Education] ON [cso].[DimCustomer]([Education]);
CREATE STATISTICS [stat_cso_DimCustomer_EmailAddress] ON [cso].[DimCustomer]([EmailAddress]);
CREATE STATISTICS [stat_cso_DimCustomer_ETLLoadID] ON [cso].[DimCustomer]([ETLLoadID]);
CREATE STATISTICS [stat_cso_DimCustomer_FirstName] ON [cso].[DimCustomer]([FirstName]);
CREATE STATISTICS [stat_cso_DimCustomer_Gender] ON [cso].[DimCustomer]([Gender]);
CREATE STATISTICS [stat_cso_DimCustomer_GeographyKey] ON [cso].[DimCustomer]([GeographyKey]);
CREATE STATISTICS [stat_cso_DimCustomer_HouseOwnerFlag] ON [cso].[DimCustomer]([HouseOwnerFlag]);
CREATE STATISTICS [stat_cso_DimCustomer_LastName] ON [cso].[DimCustomer]([LastName]);
CREATE STATISTICS [stat_cso_DimCustomer_LoadDate] ON [cso].[DimCustomer]([LoadDate]);
CREATE STATISTICS [stat_cso_DimCustomer_MaritalStatus] ON [cso].[DimCustomer]([MaritalStatus]);
CREATE STATISTICS [stat_cso_DimCustomer_MiddleName] ON [cso].[DimCustomer]([MiddleName]);
CREATE STATISTICS [stat_cso_DimCustomer_NameStyle] ON [cso].[DimCustomer]([NameStyle]);
CREATE STATISTICS [stat_cso_DimCustomer_NumberCarsOwned] ON [cso].[DimCustomer]([NumberCarsOwned]);
CREATE STATISTICS [stat_cso_DimCustomer_NumberChildrenAtHome] ON [cso].[DimCustomer]([NumberChildrenAtHome]);
CREATE STATISTICS [stat_cso_DimCustomer_Occupation] ON [cso].[DimCustomer]([Occupation]);
CREATE STATISTICS [stat_cso_DimCustomer_Phone] ON [cso].[DimCustomer]([Phone]);
CREATE STATISTICS [stat_cso_DimCustomer_Suffix] ON [cso].[DimCustomer]([Suffix]);
CREATE STATISTICS [stat_cso_DimCustomer_Title] ON [cso].[DimCustomer]([Title]);
CREATE STATISTICS [stat_cso_DimCustomer_TotalChildren] ON [cso].[DimCustomer]([TotalChildren]);
CREATE STATISTICS [stat_cso_DimCustomer_UpdateDate] ON [cso].[DimCustomer]([UpdateDate]);
CREATE STATISTICS [stat_cso_DimCustomer_YearlyIncome] ON [cso].[DimCustomer]([YearlyIncome]);
CREATE STATISTICS [stat_cso_DimEmployee_BaseRate] ON [cso].[DimEmployee]([BaseRate]);
CREATE STATISTICS [stat_cso_DimEmployee_BirthDate] ON [cso].[DimEmployee]([BirthDate]);
CREATE STATISTICS [stat_cso_DimEmployee_CurrentFlag] ON [cso].[DimEmployee]([CurrentFlag]);
CREATE STATISTICS [stat_cso_DimEmployee_DepartmentName] ON [cso].[DimEmployee]([DepartmentName]);
CREATE STATISTICS [stat_cso_DimEmployee_EmailAddress] ON [cso].[DimEmployee]([EmailAddress]);
CREATE STATISTICS [stat_cso_DimEmployee_EmergencyContactName] ON [cso].[DimEmployee]([EmergencyContactName]);
CREATE STATISTICS [stat_cso_DimEmployee_EmergencyContactPhone] ON [cso].[DimEmployee]([EmergencyContactPhone]);
CREATE STATISTICS [stat_cso_DimEmployee_EmployeeKey] ON [cso].[DimEmployee]([EmployeeKey]);
CREATE STATISTICS [stat_cso_DimEmployee_EndDate] ON [cso].[DimEmployee]([EndDate]);
CREATE STATISTICS [stat_cso_DimEmployee_ETLLoadID] ON [cso].[DimEmployee]([ETLLoadID]);
CREATE STATISTICS [stat_cso_DimEmployee_FirstName] ON [cso].[DimEmployee]([FirstName]);
CREATE STATISTICS [stat_cso_DimEmployee_Gender] ON [cso].[DimEmployee]([Gender]);
CREATE STATISTICS [stat_cso_DimEmployee_HireDate] ON [cso].[DimEmployee]([HireDate]);
CREATE STATISTICS [stat_cso_DimEmployee_LastName] ON [cso].[DimEmployee]([LastName]);
CREATE STATISTICS [stat_cso_DimEmployee_LoadDate] ON [cso].[DimEmployee]([LoadDate]);
CREATE STATISTICS [stat_cso_DimEmployee_MaritalStatus] ON [cso].[DimEmployee]([MaritalStatus]);
CREATE STATISTICS [stat_cso_DimEmployee_MiddleName] ON [cso].[DimEmployee]([MiddleName]);
CREATE STATISTICS [stat_cso_DimEmployee_ParentEmployeeKey] ON [cso].[DimEmployee]([ParentEmployeeKey]);
CREATE STATISTICS [stat_cso_DimEmployee_PayFrequency] ON [cso].[DimEmployee]([PayFrequency]);
CREATE STATISTICS [stat_cso_DimEmployee_Phone] ON [cso].[DimEmployee]([Phone]);
CREATE STATISTICS [stat_cso_DimEmployee_SalariedFlag] ON [cso].[DimEmployee]([SalariedFlag]);
CREATE STATISTICS [stat_cso_DimEmployee_SalesPersonFlag] ON [cso].[DimEmployee]([SalesPersonFlag]);
CREATE STATISTICS [stat_cso_DimEmployee_StartDate] ON [cso].[DimEmployee]([StartDate]);
CREATE STATISTICS [stat_cso_DimEmployee_Status] ON [cso].[DimEmployee]([Status]);
CREATE STATISTICS [stat_cso_DimEmployee_Title] ON [cso].[DimEmployee]([Title]);
CREATE STATISTICS [stat_cso_DimEmployee_UpdateDate] ON [cso].[DimEmployee]([UpdateDate]);
CREATE STATISTICS [stat_cso_DimEmployee_VacationHours] ON [cso].[DimEmployee]([VacationHours]);
CREATE STATISTICS [stat_cso_DimEntity_EndDate] ON [cso].[DimEntity]([EndDate]);
CREATE STATISTICS [stat_cso_DimEntity_EntityDescription] ON [cso].[DimEntity]([EntityDescription]);
CREATE STATISTICS [stat_cso_DimEntity_EntityKey] ON [cso].[DimEntity]([EntityKey]);
CREATE STATISTICS [stat_cso_DimEntity_EntityLabel] ON [cso].[DimEntity]([EntityLabel]);
CREATE STATISTICS [stat_cso_DimEntity_EntityName] ON [cso].[DimEntity]([EntityName]);
CREATE STATISTICS [stat_cso_DimEntity_EntityType] ON [cso].[DimEntity]([EntityType]);
CREATE STATISTICS [stat_cso_DimEntity_ETLLoadID] ON [cso].[DimEntity]([ETLLoadID]);
CREATE STATISTICS [stat_cso_DimEntity_LoadDate] ON [cso].[DimEntity]([LoadDate]);
CREATE STATISTICS [stat_cso_DimEntity_ParentEntityKey] ON [cso].[DimEntity]([ParentEntityKey]);
CREATE STATISTICS [stat_cso_DimEntity_ParentEntityLabel] ON [cso].[DimEntity]([ParentEntityLabel]);
CREATE STATISTICS [stat_cso_DimEntity_StartDate] ON [cso].[DimEntity]([StartDate]);
CREATE STATISTICS [stat_cso_DimEntity_Status] ON [cso].[DimEntity]([Status]);
CREATE STATISTICS [stat_cso_DimEntity_UpdateDate] ON [cso].[DimEntity]([UpdateDate]);
CREATE STATISTICS [stat_cso_DimProduct_AvailableForSaleDate] ON [cso].[DimProduct]([AvailableForSaleDate]);
CREATE STATISTICS [stat_cso_DimProduct_BrandName] ON [cso].[DimProduct]([BrandName]);
CREATE STATISTICS [stat_cso_DimProduct_ClassID] ON [cso].[DimProduct]([ClassID]);
CREATE STATISTICS [stat_cso_DimProduct_ClassName] ON [cso].[DimProduct]([ClassName]);
CREATE STATISTICS [stat_cso_DimProduct_ColorID] ON [cso].[DimProduct]([ColorID]);
CREATE STATISTICS [stat_cso_DimProduct_ColorName] ON [cso].[DimProduct]([ColorName]);
CREATE STATISTICS [stat_cso_DimProduct_ETLLoadID] ON [cso].[DimProduct]([ETLLoadID]);
CREATE STATISTICS [stat_cso_DimProduct_ImageURL] ON [cso].[DimProduct]([ImageURL]);
CREATE STATISTICS [stat_cso_DimProduct_LoadDate] ON [cso].[DimProduct]([LoadDate]);
CREATE STATISTICS [stat_cso_DimProduct_Manufacturer] ON [cso].[DimProduct]([Manufacturer]);
CREATE STATISTICS [stat_cso_DimProduct_ProductDescription] ON [cso].[DimProduct]([ProductDescription]);
CREATE STATISTICS [stat_cso_DimProduct_ProductKey] ON [cso].[DimProduct]([ProductKey]);
CREATE STATISTICS [stat_cso_DimProduct_ProductLabel] ON [cso].[DimProduct]([ProductLabel]);
CREATE STATISTICS [stat_cso_DimProduct_ProductName] ON [cso].[DimProduct]([ProductName]);
CREATE STATISTICS [stat_cso_DimProduct_ProductSubcategoryKey] ON [cso].[DimProduct]([ProductSubcategoryKey]);
CREATE STATISTICS [stat_cso_DimProduct_ProductURL] ON [cso].[DimProduct]([ProductURL]);
CREATE STATISTICS [stat_cso_DimProduct_Size] ON [cso].[DimProduct]([Size]);
CREATE STATISTICS [stat_cso_DimProduct_SizeRange] ON [cso].[DimProduct]([SizeRange]);
CREATE STATISTICS [stat_cso_DimProduct_SizeUnitMeasureID] ON [cso].[DimProduct]([SizeUnitMeasureID]);
CREATE STATISTICS [stat_cso_DimProduct_Status] ON [cso].[DimProduct]([Status]);
CREATE STATISTICS [stat_cso_DimProduct_StockTypeID] ON [cso].[DimProduct]([StockTypeID]);
CREATE STATISTICS [stat_cso_DimProduct_StockTypeName] ON [cso].[DimProduct]([StockTypeName]);
CREATE STATISTICS [stat_cso_DimProduct_StopSaleDate] ON [cso].[DimProduct]([StopSaleDate]);
CREATE STATISTICS [stat_cso_DimProduct_StyleID] ON [cso].[DimProduct]([StyleID]);
CREATE STATISTICS [stat_cso_DimProduct_StyleName] ON [cso].[DimProduct]([StyleName]);
CREATE STATISTICS [stat_cso_DimProduct_UnitCost] ON [cso].[DimProduct]([UnitCost]);
CREATE STATISTICS [stat_cso_DimProduct_UnitOfMeasureID] ON [cso].[DimProduct]([UnitOfMeasureID]);
CREATE STATISTICS [stat_cso_DimProduct_UnitOfMeasureName] ON [cso].[DimProduct]([UnitOfMeasureName]);
CREATE STATISTICS [stat_cso_DimProduct_UnitPrice] ON [cso].[DimProduct]([UnitPrice]);
CREATE STATISTICS [stat_cso_DimProduct_UpdateDate] ON [cso].[DimProduct]([UpdateDate]);
CREATE STATISTICS [stat_cso_DimProduct_Weight] ON [cso].[DimProduct]([Weight]);
CREATE STATISTICS [stat_cso_DimProduct_WeightUnitMeasureID] ON [cso].[DimProduct]([WeightUnitMeasureID]);
CREATE STATISTICS [stat_cso_DimAccount_AccountDescription] ON [cso].[DimAccount]([AccountDescription]);
CREATE STATISTICS [stat_cso_DimAccount_AccountKey] ON [cso].[DimAccount]([AccountKey]);
CREATE STATISTICS [stat_cso_DimAccount_AccountLabel] ON [cso].[DimAccount]([AccountLabel]);
CREATE STATISTICS [stat_cso_DimAccount_AccountName] ON [cso].[DimAccount]([AccountName]);
CREATE STATISTICS [stat_cso_DimAccount_AccountType] ON [cso].[DimAccount]([AccountType]);
CREATE STATISTICS [stat_cso_DimAccount_CustomMemberOptions] ON [cso].[DimAccount]([CustomMemberOptions]);
CREATE STATISTICS [stat_cso_DimAccount_CustomMembers] ON [cso].[DimAccount]([CustomMembers]);
CREATE STATISTICS [stat_cso_DimAccount_ETLLoadID] ON [cso].[DimAccount]([ETLLoadID]);
CREATE STATISTICS [stat_cso_DimAccount_LoadDate] ON [cso].[DimAccount]([LoadDate]);
CREATE STATISTICS [stat_cso_DimAccount_Operator] ON [cso].[DimAccount]([Operator]);
CREATE STATISTICS [stat_cso_DimAccount_ParentAccountKey] ON [cso].[DimAccount]([ParentAccountKey]);
CREATE STATISTICS [stat_cso_DimAccount_UpdateDate] ON [cso].[DimAccount]([UpdateDate]);
CREATE STATISTICS [stat_cso_DimAccount_ValueType] ON [cso].[DimAccount]([ValueType]);
CREATE STATISTICS [stat_cso_DimChannel_ChannelDescription] ON [cso].[DimChannel]([ChannelDescription]);
CREATE STATISTICS [stat_cso_DimChannel_ChannelKey] ON [cso].[DimChannel]([ChannelKey]);
CREATE STATISTICS [stat_cso_DimChannel_ChannelLabel] ON [cso].[DimChannel]([ChannelLabel]);
CREATE STATISTICS [stat_cso_DimChannel_ChannelName] ON [cso].[DimChannel]([ChannelName]);
CREATE STATISTICS [stat_cso_DimChannel_ETLLoadID] ON [cso].[DimChannel]([ETLLoadID]);
CREATE STATISTICS [stat_cso_DimChannel_LoadDate] ON [cso].[DimChannel]([LoadDate]);
CREATE STATISTICS [stat_cso_DimChannel_UpdateDate] ON [cso].[DimChannel]([UpdateDate]);
CREATE STATISTICS [stat_cso_DimCurrency_CurrencyDescription] ON [cso].[DimCurrency]([CurrencyDescription]);
CREATE STATISTICS [stat_cso_DimCurrency_CurrencyKey] ON [cso].[DimCurrency]([CurrencyKey]);
CREATE STATISTICS [stat_cso_DimCurrency_CurrencyLabel] ON [cso].[DimCurrency]([CurrencyLabel]);
CREATE STATISTICS [stat_cso_DimCurrency_CurrencyName] ON [cso].[DimCurrency]([CurrencyName]);
CREATE STATISTICS [stat_cso_DimCurrency_ETLLoadID] ON [cso].[DimCurrency]([ETLLoadID]);
CREATE STATISTICS [stat_cso_DimCurrency_LoadDate] ON [cso].[DimCurrency]([LoadDate]);
CREATE STATISTICS [stat_cso_DimCurrency_UpdateDate] ON [cso].[DimCurrency]([UpdateDate]);
CREATE STATISTICS [stat_cso_DimDate_AsiaSeason] ON [cso].[DimDate]([AsiaSeason]);
CREATE STATISTICS [stat_cso_DimDate_CalendarDayOfWeek] ON [cso].[DimDate]([CalendarDayOfWeek]);
CREATE STATISTICS [stat_cso_DimDate_CalendarDayOfWeekLabel] ON [cso].[DimDate]([CalendarDayOfWeekLabel]);
CREATE STATISTICS [stat_cso_DimDate_CalendarHalfYear] ON [cso].[DimDate]([CalendarHalfYear]);
CREATE STATISTICS [stat_cso_DimDate_CalendarHalfYearLabel] ON [cso].[DimDate]([CalendarHalfYearLabel]);
CREATE STATISTICS [stat_cso_DimDate_CalendarMonth] ON [cso].[DimDate]([CalendarMonth]);
CREATE STATISTICS [stat_cso_DimDate_CalendarMonthLabel] ON [cso].[DimDate]([CalendarMonthLabel]);
CREATE STATISTICS [stat_cso_DimDate_CalendarQuarter] ON [cso].[DimDate]([CalendarQuarter]);
CREATE STATISTICS [stat_cso_DimDate_CalendarQuarterLabel] ON [cso].[DimDate]([CalendarQuarterLabel]);
CREATE STATISTICS [stat_cso_DimDate_CalendarWeek] ON [cso].[DimDate]([CalendarWeek]);
CREATE STATISTICS [stat_cso_DimDate_CalendarWeekLabel] ON [cso].[DimDate]([CalendarWeekLabel]);
CREATE STATISTICS [stat_cso_DimDate_CalendarYear] ON [cso].[DimDate]([CalendarYear]);
CREATE STATISTICS [stat_cso_DimDate_CalendarYearLabel] ON [cso].[DimDate]([CalendarYearLabel]);
CREATE STATISTICS [stat_cso_DimDate_DateDescription] ON [cso].[DimDate]([DateDescription]);
CREATE STATISTICS [stat_cso_DimDate_Datekey] ON [cso].[DimDate]([Datekey]);
CREATE STATISTICS [stat_cso_DimDate_EuropeSeason] ON [cso].[DimDate]([EuropeSeason]);
CREATE STATISTICS [stat_cso_DimDate_FiscalHalfYear] ON [cso].[DimDate]([FiscalHalfYear]);
CREATE STATISTICS [stat_cso_DimDate_FiscalHalfYearLabel] ON [cso].[DimDate]([FiscalHalfYearLabel]);
CREATE STATISTICS [stat_cso_DimDate_FiscalMonth] ON [cso].[DimDate]([FiscalMonth]);
CREATE STATISTICS [stat_cso_DimDate_FiscalMonthLabel] ON [cso].[DimDate]([FiscalMonthLabel]);
CREATE STATISTICS [stat_cso_DimDate_FiscalQuarter] ON [cso].[DimDate]([FiscalQuarter]);
CREATE STATISTICS [stat_cso_DimDate_FiscalQuarterLabel] ON [cso].[DimDate]([FiscalQuarterLabel]);
CREATE STATISTICS [stat_cso_DimDate_FiscalYear] ON [cso].[DimDate]([FiscalYear]);
CREATE STATISTICS [stat_cso_DimDate_FiscalYearLabel] ON [cso].[DimDate]([FiscalYearLabel]);
CREATE STATISTICS [stat_cso_DimDate_FullDateLabel] ON [cso].[DimDate]([FullDateLabel]);
CREATE STATISTICS [stat_cso_DimDate_HolidayName] ON [cso].[DimDate]([HolidayName]);
CREATE STATISTICS [stat_cso_DimDate_IsHoliday] ON [cso].[DimDate]([IsHoliday]);
CREATE STATISTICS [stat_cso_DimDate_IsWorkDay] ON [cso].[DimDate]([IsWorkDay]);
CREATE STATISTICS [stat_cso_DimDate_NorthAmericaSeason] ON [cso].[DimDate]([NorthAmericaSeason]);
CREATE STATISTICS [stat_cso_DimStore_AddressLine1] ON [cso].[DimStore]([AddressLine1]);
CREATE STATISTICS [stat_cso_DimStore_AddressLine2] ON [cso].[DimStore]([AddressLine2]);
CREATE STATISTICS [stat_cso_DimStore_CloseDate] ON [cso].[DimStore]([CloseDate]);
CREATE STATISTICS [stat_cso_DimStore_CloseReason] ON [cso].[DimStore]([CloseReason]);
CREATE STATISTICS [stat_cso_DimStore_EmployeeCount] ON [cso].[DimStore]([EmployeeCount]);
CREATE STATISTICS [stat_cso_DimStore_EntityKey] ON [cso].[DimStore]([EntityKey]);
CREATE STATISTICS [stat_cso_DimStore_ETLLoadID] ON [cso].[DimStore]([ETLLoadID]);
CREATE STATISTICS [stat_cso_DimStore_GeographyKey] ON [cso].[DimStore]([GeographyKey]);
CREATE STATISTICS [stat_cso_DimStore_GeoLocation] ON [cso].[DimStore]([GeoLocation]);
CREATE STATISTICS [stat_cso_DimStore_Geometry] ON [cso].[DimStore]([Geometry]);
CREATE STATISTICS [stat_cso_DimStore_LastRemodelDate] ON [cso].[DimStore]([LastRemodelDate]);
CREATE STATISTICS [stat_cso_DimStore_LoadDate] ON [cso].[DimStore]([LoadDate]);
CREATE STATISTICS [stat_cso_DimStore_OpenDate] ON [cso].[DimStore]([OpenDate]);
CREATE STATISTICS [stat_cso_DimStore_SellingAreaSize] ON [cso].[DimStore]([SellingAreaSize]);
CREATE STATISTICS [stat_cso_DimStore_Status] ON [cso].[DimStore]([Status]);
CREATE STATISTICS [stat_cso_DimStore_StoreDescription] ON [cso].[DimStore]([StoreDescription]);
CREATE STATISTICS [stat_cso_DimStore_StoreFax] ON [cso].[DimStore]([StoreFax]);
CREATE STATISTICS [stat_cso_DimStore_StoreKey] ON [cso].[DimStore]([StoreKey]);
CREATE STATISTICS [stat_cso_DimStore_StoreManager] ON [cso].[DimStore]([StoreManager]);
CREATE STATISTICS [stat_cso_DimStore_StoreName] ON [cso].[DimStore]([StoreName]);
CREATE STATISTICS [stat_cso_DimStore_StorePhone] ON [cso].[DimStore]([StorePhone]);
CREATE STATISTICS [stat_cso_DimStore_StoreType] ON [cso].[DimStore]([StoreType]);
CREATE STATISTICS [stat_cso_DimStore_UpdateDate] ON [cso].[DimStore]([UpdateDate]);
CREATE STATISTICS [stat_cso_DimStore_ZipCode] ON [cso].[DimStore]([ZipCode]);
CREATE STATISTICS [stat_cso_DimStore_ZipCodeExtension] ON [cso].[DimStore]([ZipCodeExtension]);
CREATE STATISTICS [stat_cso_DimGeography_CityName] ON [cso].[DimGeography]([CityName]);
CREATE STATISTICS [stat_cso_DimGeography_ContinentName] ON [cso].[DimGeography]([ContinentName]);
CREATE STATISTICS [stat_cso_DimGeography_ETLLoadID] ON [cso].[DimGeography]([ETLLoadID]);
CREATE STATISTICS [stat_cso_DimGeography_GeographyKey] ON [cso].[DimGeography]([GeographyKey]);
CREATE STATISTICS [stat_cso_DimGeography_GeographyType] ON [cso].[DimGeography]([GeographyType]);
CREATE STATISTICS [stat_cso_DimGeography_LoadDate] ON [cso].[DimGeography]([LoadDate]);
CREATE STATISTICS [stat_cso_DimGeography_RegionCountryName] ON [cso].[DimGeography]([RegionCountryName]);
CREATE STATISTICS [stat_cso_DimGeography_StateProvinceName] ON [cso].[DimGeography]([StateProvinceName]);
CREATE STATISTICS [stat_cso_DimGeography_UpdateDate] ON [cso].[DimGeography]([UpdateDate]);
CREATE STATISTICS [stat_cso_FactOnlineSales_CurrencyKey] ON [cso].[FactOnlineSales]([CurrencyKey]);
CREATE STATISTICS [stat_cso_FactOnlineSales_CustomerKey] ON [cso].[FactOnlineSales]([CustomerKey]);
CREATE STATISTICS [stat_cso_FactOnlineSales_DateKey] ON [cso].[FactOnlineSales]([DateKey]);
CREATE STATISTICS [stat_cso_FactOnlineSales_OnlineSalesKey] ON [cso].[FactOnlineSales]([OnlineSalesKey]);
CREATE STATISTICS [stat_cso_FactOnlineSales_ProductKey] ON [cso].[FactOnlineSales]([ProductKey]);
CREATE STATISTICS [stat_cso_FactOnlineSales_PromotionKey] ON [cso].[FactOnlineSales]([PromotionKey]);
CREATE STATISTICS [stat_cso_FactOnlineSales_StoreKey] ON [cso].[FactOnlineSales]([StoreKey]);
-- Achievement unlocked!
--
-- You now have all the public data loaded into Azure SQL Data Warehouse. Great job!
--
--You can now start querying the tables using queries like this. :
SELECT SUM(f.[SalesAmount]) AS [sales_by_brand_amount]
, p.[BrandName]
FROM [cso].[FactOnlineSales] AS f
JOIN [cso].[DimProduct] AS p ON f.[ProductKey] = p.[ProductKey]
GROUP BY p.[BrandName]
--
-- Enjoy exploring with SQL Data Warehouse.
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