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

Introducing Cost Management + Billing

Azure provides some very good cost management services directly in the Azure portal. As mentioned earlier, Azure Advisor analyzes our usage and makes recommendations on how we can save money. As shown in Figure 12.7, the Subscription overview blade provides a rich view in terms of current spending and forecasts.

The blade also provides the ability to download your invoices:

Figure 12.7 – Subscription billing overview

Figure 12.7 – Subscription billing overview

Let us review each of the tiles on the overview blade, as follows:

  1. Latest billed amount—This displays the amount of the last invoice. The current invoice can be downloaded using the Download button, and a list of historical invoices can be retrieved by clicking View invoices.
  2. Invoices over time—This displays a historical view of the last 4 months' invoices.
  3. Shortcuts—This provides some shortcut links that allow you to email the invoices and view your...