Book Image

Modern Big Data Processing with Hadoop

By : V Naresh Kumar, Manoj R Patil, Prashant Shindgikar
Book Image

Modern Big Data Processing with Hadoop

By: V Naresh Kumar, Manoj R Patil, Prashant Shindgikar

Overview of this book

The complex structure of data these days requires sophisticated solutions for data transformation, to make the information more accessible to the users.This book empowers you to build such solutions with relative ease with the help of Apache Hadoop, along with a host of other Big Data tools. This book will give you a complete understanding of the data lifecycle management with Hadoop, followed by modeling of structured and unstructured data in Hadoop. It will also show you how to design real-time streaming pipelines by leveraging tools such as Apache Spark, and build efficient enterprise search solutions using Elasticsearch. You will learn to build enterprise-grade analytics solutions on Hadoop, and how to visualize your data using tools such as Apache Superset. This book also covers techniques for deploying your Big Data solutions on the cloud Apache Ambari, as well as expert techniques for managing and administering your Hadoop cluster. By the end of this book, you will have all the knowledge you need to build expert Big Data systems.
Table of Contents (12 chapters)

Logstash

Logstash is a lightweight, open source data processing pipeline. It allows collecting data from a wide variety of sources, transforming it on the fly, and sending it to any desired destination.

It is most often used as a data pipeline for Elasticsearch, a popular analytics and search engine. Logstash is a popular choice for loading data into Elasticsearch because of its tight integration, powerful log processing capabilities, and over 200 prebuilt open source plugins that can help you get your data indexed the way you want it.

The following is a structure of Logstash.conf:

input {
...
}
filter {
...
}
output {
..
}

Installation of Logstash:

$ wget https://artifacts.elastic.co/downloads/logstash/logstash-6.1.2.rpm
$ sudo rpm --install logstash-6.1.2.rpm
$ sudo /bin/systemctl daemon-reload
$ sudo systemctl start logstash.service