Book Image

Data Modeling for Azure Data Services

By : Peter ter Braake
Book Image

Data Modeling for Azure Data Services

By: Peter ter Braake

Overview of this book

Data is at the heart of all applications and forms the foundation of modern data-driven businesses. With the multitude of data-related use cases and the availability of different data services, choosing the right service and implementing the right design becomes paramount to successful implementation. Data Modeling for Azure Data Services starts with an introduction to databases, entity analysis, and normalizing data. The book then shows you how to design a NoSQL database for optimal performance and scalability and covers how to provision and implement Azure SQL DB, Azure Cosmos DB, and Azure Synapse SQL Pool. As you progress through the chapters, you'll learn about data analytics, Azure Data Lake, and Azure SQL Data Warehouse and explore dimensional modeling, data vault modeling, along with designing and implementing a Data Lake using Azure Storage. You'll also learn how to implement ETL with Azure Data Factory. By the end of this book, you'll have a solid understanding of which Azure data services are the best fit for your model and how to implement the best design for your solution.
Table of Contents (16 chapters)
1
Section 1 – Operational/OLTP Databases
8
Section 2 – Analytics with a Data Lake and Data Warehouse
13
Section 3 – ETL with Azure Data Factory

Inserting data

In the previous section, we have seen the CREATE, ALTER, and DROP TABLE statements. Once you have created tables, you can start adding rows to the table. The best way to do so depends on the scenario. The basic SQL statements that you use to manipulate data are the following:

  • INSERT
  • UPDATE
  • DELETE

Together, these statements are called Data Manipulation Language (DML). We will use the regular INSERT statement to add some data to our database:

  1. Open the dbo.Customer.Table.sql file from the downloads and execute it. The first two lines of this file are shown here:
    SET IDENTITY_INSERT [dbo].[Customer] ON 
    INSERT [dbo].[Customer] ([CustomerID], [CompanyName], [ContactName], ContactTitle], [Address], [City], [Region], [PostalCode], [Country], [Phone], [Fax]) VALUES (1, N'Alfreds Futterkiste', N'Maria Anders', N&apos...