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Building Python Real time Applications with Storm

Building Python Real time Applications with Storm

By : Bhatnagar, Hart
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Building Python Real time Applications with Storm

Building Python Real time Applications with Storm

By: Bhatnagar, Hart

Overview of this book

Big data is a trending concept that everyone wants to learn about. With its ability to process all kinds of data in real time, Storm is an important addition to your big data “bag of tricks.” At the same time, Python is one of the fastest-growing programming languages today. It has become a top choice for both data science and everyday application development. Together, Storm and Python enable you to build and deploy real-time big data applications quickly and easily. You will begin with some basic command tutorials to set up storm and learn about its configurations in detail. You will then go through the requirement scenarios to create a Storm cluster. Next, you’ll be provided with an overview of Petrel, followed by an example of Twitter topology and persistence using Redis and MongoDB. Finally, you will build a production-quality Storm topology using development best practices.
Table of Contents (9 chapters)
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Preface

Apache Storm is a powerful framework for creating complex workflows that ingest and process huge amounts of data. With its generic concepts of spouts and bolts, along with simple deployment and monitoring tools, it allows developers to focus on the specifics of their workflow without reinventing the wheel.

However, Storm is written in Java. While it supports other programming languages besides Java, the tools are incomplete and there is little documentation and few examples.

One of the authors of this book created Petrel, the first framework that supports the creation of Storm topologies in 100 percent Python. He has firsthand experience with the struggles of building a Python Storm topology on the Java tool set. This book closes this gap, providing a resource to help Python developers of all experience levels in building their own applications using Storm.

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