Search icon CANCEL
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Conferences
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
Programming MapReduce with Scalding

You're reading from   Programming MapReduce with Scalding A practical guide to designing, testing, and implementing complex MapReduce applications in Scala

Arrow left icon
Product type Paperback
Published in Jun 2014
Publisher
ISBN-13 9781783287017
Length 148 pages
Edition 1st Edition
Languages
Tools
Arrow right icon
Author (1):
Arrow left icon
Antonios Chalkiopoulos Antonios Chalkiopoulos
Author Profile Icon Antonios Chalkiopoulos
Antonios Chalkiopoulos
Arrow right icon
View More author details
Toc

Table of Contents (11) Chapters Close

Preface 1. Introduction to MapReduce 2. Get Ready for Scalding FREE CHAPTER 3. Scalding by Example 4. Intermediate Examples 5. Scalding Design Patterns 6. Testing and TDD 7. Running Scalding in Production 8. Using External Data Stores 9. Matrix Calculations and Machine Learning Index

Configuring using a property file


To read configuration data from a property file, we can use the configuration library for JVM languages from typesafe. This is mostly a Scala feature, but an interesting example is running Scalding applications in two different clusters.

While during developing and testing, we execute our Scalding application in a development cluster, when the jobs are production ready, they are executed in a powerful production Hadoop cluster.

In this case, each cluster will have different configuration requirements. To solve this issue, first define two property files as shown:

  dev-cluster.properties
  production-cluster.properties

Each file contains environment and job configuration information. For example, the file dev-cluster.properties can contain the following:

  mysql=dev.mysql.company.com
  zookeeper=dev.zookeeper.company.com:2181
  reducers=30

The best way to implement this capability (keeping in mind the single responsibility principle) is in a different class...

lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at €18.99/month. Cancel anytime