Book Image

Mastering Elastic Stack

By : Ravi Kumar Gupta, Yuvraj Gupta
Book Image

Mastering Elastic Stack

By: Ravi Kumar Gupta, Yuvraj Gupta

Overview of this book

Even structured data is useless if it can’t help you to take strategic decisions and improve existing system. If you love to play with data, or your job requires you to process custom log formats, design a scalable analysis system, and manage logs to do real-time data analysis, this book is your one-stop solution. By combining the massively popular Elasticsearch, Logstash, Beats, and Kibana, elastic.co has advanced the end-to-end stack that delivers actionable insights in real time from almost any type of structured or unstructured data source. If your job requires you to process custom log formats, design a scalable analysis system, explore a variety of data, and manage logs, this book is your one-stop solution. You will learn how to create real-time dashboards and how to manage the life cycle of logs in detail through real-life scenarios. This book brushes up your basic knowledge on implementing the Elastic Stack and then dives deeper into complex and advanced implementations of the Elastic Stack. We’ll help you to solve data analytics challenges using the Elastic Stack and provide practical steps on centralized logging and real-time analytics with the Elastic Stack in production. You will get to grip with advanced techniques for log analysis and visualization. Newly announced features such as Beats and X-Pack are also covered in detail with examples. Toward the end, you will see how to use the Elastic stack for real-world case studies and we’ll show you some best practices and troubleshooting techniques for the Elastic Stack.
Table of Contents (19 chapters)
Mastering Elastic Stack
Credits
About the Authors
About the Reviewer
www.PacktPub.com
Customer Feedback
Preface

Understanding Timelion


Timelion is the latest addition to the Kibana UI with the introduction of Elastic Stack. Timelion is used for analysis and visualizations of time-series data. It provides the ability to combine multiple data sources into a single visualization and gives a range of mathematical calculations that can be used, such as cumulative sum, derivative, moving averages, and so on.

Timelion is present in the left-pane of the Kibana UI between icons of Dashboard and Dev Tools. It has its own language and expressions when using it, which makes it difficult to start with. However, it has a great built-in documentation and tutorial to guide you on how to start using Timelion.

When you click on Timelion, you will be greeted with a screen similar to the following screenshot:

In the preceding screenshot, you see that there has been a default expression that has already been added, .es(*),which means it is querying all the data present in Elasticsearch within all the indices. It represents...