Book Image

Learning Elasticsearch

By : Abhishek Andhavarapu
Book Image

Learning Elasticsearch

By: Abhishek Andhavarapu

Overview of this book

Elasticsearch is a modern, fast, distributed, scalable, fault tolerant, and open source search and analytics engine. You can use Elasticsearch for small or large applications with billions of documents. It is built to scale horizontally and can handle both structured and unstructured data. Packed with easy-to- follow examples, this book will ensure you will have a firm understanding of the basics of Elasticsearch and know how to utilize its capabilities efficiently. You will install and set up Elasticsearch and Kibana, and handle documents using the Distributed Document Store. You will see how to query, search, and index your data, and perform aggregation-based analytics with ease. You will see how to use Kibana to explore and visualize your data. Further on, you will learn to handle document relationships, work with geospatial data, and much more, with this easy-to-follow guide. Finally, you will see how you can set up and scale your Elasticsearch clusters in production environments.
Table of Contents (11 chapters)
10
Exploring Elastic Stack (Elastic Cloud, Security, Graph, and Alerting)

All About Search

This chapter dives into search and helps you understand the different types of queries Elasticsearch supports. You will learn how to search, sort, and paginate on your data. Unlike SQL, the query language is based on JSON structure and is very flexible. It is very easy to combine and nest queries. You will also learn how to execute structured queries and full-text queries.

Elasticsearch is a search engine. When you run a query on Elasticsearch, each document in the result is given a relevance score. For example, you are looking for restaurant close by with decent prices, the relevance score in this case is a combination of distance and price. The results are ordered based on how relevant is each document to the query. You will learn the difference between sorting and scoring. You will learn how relevance is calculated and how to tune the relevance score.

We will...