You're reading from Azure Databricks Cookbook Accelerate and scale real-time analytics solutions using the Apache Spark-based analytics service

Product type Paperback

Published in Sep 2021

Publisher Packt

ISBN-13 9781789809718

Length 452 pages

Edition 1st Edition

Languages

SQL

Tools

Azure

Concepts

Data Streaming

Authors (2):

Vinod Jaiswal

Phani Raj

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Table of Contents (12) Chapters

Preface

1. Chapter 1: Creating an Azure Databricks Service

2. Chapter 2: Reading and Writing Data from and to Various Azure Services and File Formats FREE CHAPTER

3. Chapter 3: Understanding Spark Query Execution

4. Chapter 4: Working with Streaming Data

5. Chapter 5: Integrating with Azure Key Vault, App Configuration, and Log Analytics

6. Chapter 6: Exploring Delta Lake in Azure Databricks

7. Chapter 7: Implementing Near-Real-Time Analytics and Building a Modern Data Warehouse

8. Chapter 8: Databricks SQL

9. Chapter 9: DevOps Integrations and Implementing CI/CD for Azure Databricks

10. Chapter 10: Understanding Security and Monitoring in Azure Databricks

11. Other Books You May Enjoy

Creating a Databricks service using the Azure CLI (command-line interface)

In this recipe, we will look at an automated way of creating and managing a Databricks workspace using the Azure CLI.

By the end of this recipe, you will know how to use the Azure CLI and deploy Azure Databricks. Knowing how to deploy resources using the CLI will help you automate the task of deploying from your DevOps pipeline or running the task from a PowerShell terminal.

Getting ready

Azure hosts the Azure Cloud Shell, which can be used to work with Azure services. Azure Cloud Shell uses preinstalled commands that can be executed without us needing to install it in our local environment.

This recipe will use a service principal (SP) to authenticate to Azure so that we can deploy the Azure Databricks workspace. Before we start running the SP script, we must create one.

You can find out how to create an Azure AD app and a SP in the Azure portal by going to Microsoft identity platform | Microsoft...