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)

Creating required Azure resources for the E2E demonstration

In this recipe, you will create Azure resources required for an E2E solution for implementing batch processing, real-time analytics, and building a modern warehouse solution using Azure Stack.

Getting ready

Before starting, we need to ensure we have access to the subscription and have contributor access to the subscription, or are the owner of the resource group.

Before we begin, ensure that you have completed the recipes in Chapter 2, Reading and Writing Data from and to Various Azure Services and File Formats, and Chapter 4, Working with Streaming Data.

How to do it…

In this section, you will learn how to get the required information for various components to establish a connection.

  1. Refer to the Reading and writing data from and to Azure Cosmos recipe from Chapter 2, Reading and Writing Data from and to Various Azure Services and File Formats to learn how to read and write data to and from a...