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Cloud Scale Analytics with Azure Data Services

You're reading from   Cloud Scale Analytics with Azure Data Services Build modern data warehouses on Microsoft Azure

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Product type Paperback
Published in Jul 2021
Publisher Packt
ISBN-13 9781800562936
Length 520 pages
Edition 1st Edition
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Author (1):
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Patrik Borosch Patrik Borosch
Author Profile Icon Patrik Borosch
Patrik Borosch
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Table of Contents (20) Chapters Close

Preface 1. Section 1: Data Warehousing and Considerations Regarding Cloud Computing
2. Chapter 1: Balancing the Benefits of Data Lakes Over Data Warehouses FREE CHAPTER 3. Chapter 2: Connecting Requirements and Technology 4. Section 2: The Storage Layer
5. Chapter 3: Understanding the Data Lake Storage Layer 6. Chapter 4: Understanding Synapse SQL Pools and SQL Options 7. Section 3: Cloud-Scale Data Integration and Data Transformation
8. Chapter 5: Integrating Data into Your Modern Data Warehouse 9. Chapter 6: Using Synapse Spark Pools 10. Chapter 7: Using Databricks Spark Clusters 11. Chapter 8: Streaming Data into Your MDWH 12. Chapter 9: Integrating Azure Cognitive Services and Machine Learning 13. Chapter 10: Loading the Presentation Layer 14. Section 4: Data Presentation, Dashboarding, and Distribution
15. Chapter 11: Developing and Maintaining the Presentation Layer 16. Chapter 12: Distributing Data 17. Chapter 13: Introducing Industry Data Models 18. Chapter 14: Establishing Data Governance 19. Other Books You May Enjoy

Talking about backups

In every well-designed system, you want to have your data lake secured against data losses. As we saw at the beginning of this chapter, while creating our Data Lake Storage Gen2 account, there are different levels of redundancy that you can configure for your storage. But replication is only one facet of preventing data loss.

Configuring delete locks for the storage service

To avoid your storage service from being deleted by accident (yes, this can happen!), you must place a delete lock on your storage account. This will cause Azure to block any delete action and prompt the user to first get rid of the delete lock. Follow these steps to set this up:

  1. Navigate to the Locks entry in the Settings section of the Navigation blade of your Data Lake storage account.
  2. Here, you can add a lock of the Delete type to your account.

You can also set the whole account to Read-only if you need to.

Backing up your data

At the time of writing, there...

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