Book Image

Azure Databricks Cookbook

By : Phani Raj, Vinod Jaiswal
Book Image

Azure Databricks Cookbook

By: Phani Raj, Vinod Jaiswal

Overview of this book

Azure Databricks is a unified collaborative platform for performing scalable analytics in an interactive environment. The Azure Databricks Cookbook provides recipes to get hands-on with the analytics process, including ingesting data from various batch and streaming sources and building a modern data warehouse. The book starts by teaching you how to create an Azure Databricks instance within the Azure portal, Azure CLI, and ARM templates. You’ll work through clusters in Databricks and explore recipes for ingesting data from sources, including files, databases, and streaming sources such as Apache Kafka and EventHub. The book will help you explore all the features supported by Azure Databricks for building powerful end-to-end data pipelines. You'll also find out how to build a modern data warehouse by using Delta tables and Azure Synapse Analytics. Later, you’ll learn how to write ad hoc queries and extract meaningful insights from the data lake by creating visualizations and dashboards with Databricks SQL. Finally, you'll deploy and productionize a data pipeline as well as deploy notebooks and Azure Databricks service using continuous integration and continuous delivery (CI/CD). By the end of this Azure book, you'll be able to use Azure Databricks to streamline different processes involved in building data-driven apps.
Table of Contents (12 chapters)

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

DevOps is the core of any project/organization these days. DevOps enables organizations to build and quickly deploy their applications and solutions to various environments by providing a framework that can be used for seamless deployment. In this chapter, you will learn how Azure DevOps is used for Continuous Integration and Continuous Deployment for Azure Databricks notebooks. Knowing how Azure DevOps works is helpful as it will help you to plan, develop, deliver, and operate your end-to-end business applications.

In this chapter, we're going to cover the following main topics:

  • How to integrate Azure DevOps with an Azure Databricks notebook
  • Using GitHub for Azure Databricks notebook version control
  • Understanding the CI/CD process for Azure Databricks
  • How to set up an Azure DevOps pipeline for deploying notebooks
  • Deploying notebooks to multiple environments
  • Enabling CI...