Advanced Elasticsearch 7.0

Tak Wong, Wai

  • 出版商: Packt Publishing
  • 出版日期: 2019-08-23
  • 售價: $1,950
  • 貴賓價: 9.5$1,853
  • 語言: 英文
  • 頁數: 560
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1789957753
  • ISBN-13: 9781789957754
  • 相關分類: 全文搜尋引擎 Full-text-search
  • 立即出貨 (庫存=1)



More Information
  • Pre-process documents before indexing in ingest pipelines
  • Learn how to model your data in the real world
  • Get to grips with using Elasticsearch for exploratory data analysis
  • Understand how to build analytics and RESTful services
  • Use Kibana, Logstash, and Beats for dashboard applications
  • Get up to speed with Spark and Elasticsearch for real-time analytics
  • Explore the basics of Spring Data Elasticsearch, and understand how to index, search, and query in a Spring application

Building enterprise-grade distributed applications and executing systematic search operations call for a strong understanding of Elasticsearch and expertise in using its core APIs and latest features. This book will help you master the advanced functionalities of Elasticsearch and understand how you can develop a sophisticated, real-time search engine confidently. In addition to this, you'll also learn to run machine learning jobs in Elasticsearch to speed up routine tasks.

You'll get started by learning to use Elasticsearch features on Hadoop and Spark and make search results faster, thereby improving the speed of query results and enhancing the customer experience. You'll then get up to speed with performing analytics by building a metrics pipeline, defining queries, and using Kibana for intuitive visualizations that help provide decision-makers with better insights. The book will later guide you through using Logstash with examples to collect, parse, and enrich logs before indexing them in Elasticsearch.

By the end of this book, you will have comprehensive knowledge of advanced topics such as Apache Spark support, machine learning using Elasticsearch and scikit-learn, and real-time analytics, along with the expertise you need to increase business productivity, perform analytics, and get the very best out of Elasticsearch.

  • Master the latest distributed search and analytics capabilities of Elasticsearch 7.0
  • Perform searching, indexing, and aggregation of your data at scale
  • Discover tips and techniques for speeding up your search query performance




  • 在輸入管道中索引之前,對文件進行預處理

  • 學習如何在現實世界中建模數據

  • 掌握使用Elasticsearch進行探索性數據分析

  • 了解如何構建分析和RESTful服務

  • 使用Kibana、Logstash和Beats進行儀表板應用

  • 快速掌握Spark和Elasticsearch進行實時分析

  • 探索Spring Data Elasticsearch的基礎知識,並了解如何在Spring應用程序中進行索引、搜索和查詢




通過閱讀本書,您將全面了解高級主題,如Apache Spark支持、使用Elasticsearch和scikit-learn進行機器學習以及實時分析,並獲得提高業務生產力、執行分析並充分利用Elasticsearch的專業知識。


  • 掌握Elasticsearch 7.0的最新分佈式搜索和分析能力

  • 在大規模數據上執行搜索、索引和聚合

  • 發現加快搜索查詢性能的技巧和技術