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

Extending Beats


As we learned through previous chapters, there are four core Beats provided by Elastic Team: Filebeat, Packetbeat, Metricbeat, and Winlogbeat. There is a huge list of community Beats as well available at https://www.elastic.co/guide/en/beats/libbeat/5.1/community-beats.html.

All of these are built on top of the libbeat framework. In case you don't find a beat that meets your expectations and you want to create a new one, your new beat will also follow the same framework. This framework is designed in such a way that all you need to take care is your custom logic, which will fetch the data from a source and prepare an event to be sent to either Elasticsearch or Logstash.

In this section, we will see how to create a beat by utilizing the libbeat framework. Beats were created to minimize the usage of Logstash. We will also use the same use case used for Logstash plugin. We will read the data from a web service and index the data to Elasticsearch. For reference, all of the generated...