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Scala Data Analysis Cookbook

You're reading from Scala Data Analysis Cookbook

Product type Book

Published in Oct 2015

Publisher

ISBN-13 9781784396749

Pages 254 pages

Edition 1st Edition

Languages

Concepts

Author (1):

Arun Manivannan

Table of Contents (14) Chapters

Scala Data Analysis Cookbook

Credits

About the Author

About the Reviewers

www.PacktPub.com

Preface

1. Getting Started with Breeze

2. Getting Started with Apache Spark DataFrames

3. Loading and Preparing Data – DataFrame

4. Data Visualization

5. Learning from Data

6. Scaling Up

7. Going Further

Index

Running the Spark Job on Mesos (local)

Unlike the Spark standalone cluster manager, which can run only Spark apps, Mesos is a cluster manager that can run a wide variety of applications, including Python, Ruby, or Java EE applications. It can also run Spark jobs. In fact, it is one of the popular go-to cluster managers for Spark. In this recipe, we'll see how to deploy our Spark application on the Mesos cluster. The prerequisite for this recipe is a running HDFS cluster.

How to do it...

Running a Spark job on Mesos is very similar to running it against the standalone cluster. It involves the following steps:

Installing Mesos.
Starting the Mesos master and slave.
Uploading the Spark binary package and the dataset to HDFS.
Running the job.

Installing Mesos

Download Mesos on the local machine by following the instructions at http://mesos.apache.org/gettingstarted/.

After you have installed the OS-specific tools needed to build Mesos, you have to run the configure and make commands (with root privileges...

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Authors (1)

Arun Manivannan

Arun Manivannan has been an engineer in various multinational companies, tier-1 financial institutions, and start-ups, primarily focusing on developing distributed applications that manage and mine data. His languages of choice are Scala and Java, but he also meddles around with various others for kicks. He blogs at http://rerun.me. Arun holds a master's degree in software engineering from the National University of Singapore. He also holds degrees in commerce, computer applications, and HR management. His interests and education could probably be a good dataset for clustering.

See other products by Arun Manivannan

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