Sign In Start Free Trial
Account

Add to playlist

Create a Playlist

Modal Close icon
You need to login to use this feature.
  • Book Overview & Buying Elasticsearch for Hadoop
  • Table Of Contents Toc
Elasticsearch for Hadoop

Elasticsearch for Hadoop

By : Shukla
5 (1)
close
close
Elasticsearch for Hadoop

Elasticsearch for Hadoop

5 (1)
By: Shukla

Overview of this book

The Hadoop ecosystem is a de-facto standard for processing terra-bytes and peta-bytes of data. Lucene-enabled Elasticsearch is becoming an industry standard for its full-text search and aggregation capabilities. Elasticsearch-Hadoop serves as a perfect tool to bridge the worlds of Elasticsearch and Hadoop ecosystem to get best out of both the worlds. Powered with Kibana, this stack makes it a cakewalk to get surprising insights out of your massive amount of Hadoop ecosystem in a flash. In this book, you'll learn to use Elasticsearch, Kibana and Elasticsearch-Hadoop effectively to analyze and understand your HDFS and streaming data. You begin with an in-depth understanding of the Hadoop, Elasticsearch, Marvel, and Kibana setup. Right after this, you will learn to successfully import Hadoop data into Elasticsearch by writing MapReduce job in a real-world example. This is then followed by a comprehensive look at Elasticsearch essentials, such as full-text search analysis, queries, filters and aggregations; after which you gain an understanding of creating various visualizations and interactive dashboard using Kibana. Classifying your real-world streaming data and identifying trends in it using Storm and Elasticsearch are some of the other topics that we'll cover. You will also gain an insight about key concepts of Elasticsearch and Elasticsearch-hadoop in distributed mode, advanced configurations along with some common configuration presets you may need for your production deployments. You will have “Go production checklist” and high-level view for cluster administration for post-production. Towards the end, you will learn to integrate Elasticsearch with other Hadoop eco-system tools, such as Pig, Hive and Spark.
Table of Contents (10 chapters)
close
close
9
Index

Chapter 6. ES-Hadoop in Production

So far in the book, we have covered how to utilize the capabilities of ES-Hadoop to make sense of the data in HDFS or from live streaming data. We know how to get data in and out of Elasticsearch and how to execute complex queries on it. However, we didn't need to explore the details of setting up clusters, shards, or replicas. This is how Elasticsearch was intended to be. Elasticsearch makes it so easy to get started and has defaults that make lot of sense in almost all situations. You don't really need to go into detailed configuration if you are not deploying in the production environment.

This chapter will touch important concepts, configurations, and guidelines for Elasticsearch and ES-Hadoop that are essential to know before designing your strategy for production. We will discuss the following topics in this chapter.

  • Elasticsearch in a distributed environment
  • The Elasticsearch-Hadoop architecture
  • Configuring the environment for production...
CONTINUE READING
83
Tech Concepts
36
Programming languages
73
Tech Tools
Icon Unlimited access to the largest independent learning library in tech of over 8,000 expert-authored tech books and videos.
Icon Innovative learning tools, including AI book assistants, code context explainers, and text-to-speech.
Icon 50+ new titles added per month and exclusive early access to books as they are being written.
Elasticsearch for Hadoop
notes
bookmark Notes and Bookmarks search Search in title playlist Add to playlist font-size Font size

Change the font size

margin-width Margin width

Change margin width

day-mode Day/Sepia/Night Modes

Change background colour

Close icon Search
Country selected

Close icon Your notes and bookmarks

Confirmation

Modal Close icon
claim successful

Buy this book with your credits?

Modal Close icon
Are you sure you want to buy this book with one of your credits?
Close
YES, BUY

Submit Your Feedback

Modal Close icon
Modal Close icon
Modal Close icon