Book Image

Scalable Data Analytics with Azure Data Explorer

By : Jason Myerscough
Book Image

Scalable Data Analytics with Azure Data Explorer

By: Jason Myerscough

Overview of this book

Azure Data Explorer (ADX) enables developers and data scientists to make data-driven business decisions. This book will help you rapidly explore and query your data at scale and secure your ADX clusters. The book begins by introducing you to ADX, its architecture, core features, and benefits. You'll learn how to securely deploy ADX instances and navigate through the ADX Web UI, cover data ingestion, and discover how to query and visualize your data using the powerful Kusto Query Language (KQL). Next, you'll get to grips with KQL operators and functions to efficiently query and explore your data, as well as perform time series analysis and search for anomalies and trends in your data. As you progress through the chapters, you'll explore advanced ADX topics, including deploying your ADX instances using Infrastructure as Code (IaC). The book also shows you how to manage your cluster performance and monthly ADX costs by handling cluster scaling and data retention periods. Finally, you'll understand how to secure your ADX environment by restricting access with best practices for improving your KQL query performance. By the end of this Azure book, you'll be able to securely deploy your own ADX instance, ingest data from multiple sources, rapidly query your data, and produce reports with KQL and Power BI.
Table of Contents (18 chapters)
1
Section 1: Introduction to Azure Data Explorer
5
Section 2: Querying and Visualizing Your Data
11
Section 3: Advanced Azure Data Explorer Topics

Creating an Azure subscription

Once you have created your Azure account and logged in, you will see the Welcome to Azure page. You will be informed that you do not have a subscription.

There are different types of subscriptions, each with different constraints and conditions, such as free credit and Service Level Agreements (SLAs) for Azure services. For our purpose, we will use the Free Trial. If your trial expires, then you can upgrade the subscription to Pay-As-You-Go. For a complete list of Azure subscriptions, please see https://azure.microsoft.com/en-us/support/legal/offer-details/.

Before you can create any resources in Azure, you need to create a subscription. Subscriptions in Azure are logical containers, primarily used for billing. Any costs you incur will be assigned to your subscription. It is possible to have multiple subscriptions, but we only need one for our purposes.

As shown in Figure 2.1, the default behavior is to collapse the Azure portal menu. To view...