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

View More author details

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

Integrating a Log Analytics workspace with Azure Databricks

In this recipe, you will learn how to integrate a Log Analytics workspace with Azure Databricks. You will also learn how to send Databricks service metrics and Databricks application metrics to the Log Analytics workspace.

Getting ready

Before starting, we need to ensure we have access to a subscription and have contributor access to that subscription. To send Databricks service metrics to a Log Analytics workspace, we will need the Azure Databricks Premium tier.

You can follow along by running the steps in the 5_1.Using Azure Key Vault Secrets in Notebooks notebook. This will allow you to send Databricks log data to a Log Analytics workspace (https://github.com/PacktPublishing/Azure-Databricks-Cookbook/tree/main/Chapter05/).

How to do it…

To send metrics to the Log Analytics workspace, we need to turn on diagnostics in the Azure Databricks service. Following this, we must send the service or application...