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Elasticsearch Server - Third Edition

Elasticsearch Server - Third Edition

By : Marek Rogozinski, Rafal Kuc
5 (1)
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Elasticsearch Server - Third Edition

Elasticsearch Server - Third Edition

5 (1)
By: Marek Rogozinski, Rafal Kuc

Overview of this book

ElasticSearch is a very fast and scalable open source search engine, designed with distribution and cloud in mind, complete with all the goodies that Apache Lucene has to offer. ElasticSearch’s schema-free architecture allows developers to index and search unstructured content, making it perfectly suited for both small projects and large big data warehouses, even those with petabytes of unstructured data. This book will guide you through the world of the most commonly used ElasticSearch server functionalities. You’ll start off by getting an understanding of the basics of ElasticSearch and its data indexing functionality. Next, you will see the querying capabilities of ElasticSearch, followed by a through explanation of scoring and search relevance. After this, you will explore the aggregation and data analysis capabilities of ElasticSearch and will learn how cluster administration and scaling can be used to boost your application performance. You’ll find out how to use the friendly REST APIs and how to tune ElasticSearch to make the most of it. By the end of this book, you will have be able to create amazing search solutions as per your project’s specifications.
Table of Contents (13 chapters)
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12
Index

The Scroll API


Let's imagine that we have an index with several million documents. We already know how to build our query and so on. However, when trying to fetch a large number of documents, you see that when getting further and further with pages of the results, the queries slow down and finally timeout or result in memory issues.

The reason for this is that full-text search engines, especially those that are distributed, don't handle paging very well. Of course, getting a few hundred pages of results is not a problem for Elasticsearch, but for going through all the indexed documents or through large result set, a specialized API has been introduced.

Problem definition

When Elasticsearch generates a response, it must determine the order of the documents that form the result. If we are on the first page, this is not a big problem. Elasticsearch just finds the set of documents and collects the first ones; let's say, 20 documents. But if we are on the tenth page, Elasticsearch has to take all...

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