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Azure Data Engineer Associate Certification Guide

You're reading from  Azure Data Engineer Associate Certification Guide

Product type Book
Published in Feb 2022
Publisher Packt
ISBN-13 9781801816069
Pages 574 pages
Edition 1st Edition
Languages
Concepts
Author (1):
Newton Alex Newton Alex
Profile icon Newton Alex

Table of Contents (23) Chapters

Preface 1. Part 1: Azure Basics
2. Chapter 1: Introducing Azure Basics 3. Part 2: Data Storage
4. Chapter 2: Designing a Data Storage Structure 5. Chapter 3: Designing a Partition Strategy 6. Chapter 4: Designing the Serving Layer 7. Chapter 5: Implementing Physical Data Storage Structures 8. Chapter 6: Implementing Logical Data Structures 9. Chapter 7: Implementing the Serving Layer 10. Part 3: Design and Develop Data Processing (25-30%)
11. Chapter 8: Ingesting and Transforming Data 12. Chapter 9: Designing and Developing a Batch Processing Solution 13. Chapter 10: Designing and Developing a Stream Processing Solution 14. Chapter 11: Managing Batches and Pipelines 15. Part 4: Design and Implement Data Security (10-15%)
16. Chapter 12: Designing Security for Data Policies and Standards 17. Part 5: Monitor and Optimize Data Storage and Data Processing (10-15%)
18. Chapter 13: Monitoring Data Storage and Data Processing 19. Chapter 14: Optimizing and Troubleshooting Data Storage and Data Processing 20. Part 6: Practice Exercises
21. Chapter 15: Sample Questions with Solutions 22. Other Books You May Enjoy

Designing a solution for temporal data

Temporal data refers to data at specific points in time. Storing temporal data is required in situations like data auditing, forensic investigations, maintaining SCDs, point in time recoveries and so on. Azure SQL and SQL server provides a mechanism called Temporal tables to store temporal data.

Temporal tables are specialized tables that keep track of data changes over time. They track the history of data changes like what we had already seen in SCD tables, but in this case the system takes care of managing the time validity period of each row, instead of we having to do it manually. Hence these tables are also called as System-versioned temporal tables.

Note

Temporal table is a concept of Azure SQL database and SQL server. It was not available in Azure Synapse pools as of writing this book.

Let us look at an example of how to create Temporal tables in Azure SQL:

CREATE TABLE Customer
(
  [customerId] INT NOT NULL PRIMARY...
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