Book Image

Learning Elastic Stack 6.0

By : Pranav Shukla, Sharath Kumar M N
Book Image

Learning Elastic Stack 6.0

By: Pranav Shukla, Sharath Kumar M N

Overview of this book

The Elastic Stack is a powerful combination of tools for distributed search, analytics, logging, and visualization of data from medium to massive data sets. The newly released Elastic Stack 6.0 brings new features and capabilities that empower users to find unique, actionable insights through these techniques. This book will give you a fundamental understanding of what the stack is all about, and how to use it efficiently to build powerful real-time data processing applications. After a quick overview of the newly introduced features in Elastic Stack 6.0, you’ll learn how to set up the stack by installing the tools, and see their basic configurations. Then it shows you how to use Elasticsearch for distributed searching and analytics, along with Logstash for logging, and Kibana for data visualization. It also demonstrates the creation of custom plugins using Kibana and Beats. You’ll find out about Elastic X-Pack, a useful extension for effective security and monitoring. We also provide useful tips on how to use the Elastic Cloud and deploy the Elastic Stack in production environments. On completing this book, you’ll have a solid foundational knowledge of the basic Elastic Stack functionalities. You’ll also have a good understanding of the role of each component in the stack to solve different data processing problems.
Table of Contents (19 chapters)
Title Page
Credits
Disclaimer
About the Authors
About the Reviewer
www.PacktPub.com
Customer Feedback
Preface

Setting up index templates


One important step while setting up your index is defining the mapping for the types, number of shards, replica, and other configurations. Depending upon the complexity of the types within your index, this step can involve a substantial amount of configuration.

Index templates allow you to create indexes based on a given template, rather than creating each index manually beforehand. Index templates allow you to specify settings and mappings for the index to be created. Let's understand this by going through the following points:

  • Defining an index template
  • Creating indexes on the fly

Let's say we want to store sensor data from various devices and we would like to create one index per day. At the beginning of every day, we want a new index to be created whenever the first sensor reading is indexed for that day. We will look into the details as to why we should use such time-based indices in the next section.

Defining an index template

We start by defining an index template...