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Programming MapReduce with Scalding
Programming MapReduce with Scalding
A practical guide to designing, testing, and implementing complex MapReduce applications in Scala
Publisher:
Packt Publishing Limited
By:
Antonios Chalkiopoulos
Paid access
|
Sep 2025
Product purchase options
E-Book
€18.99
Institutions
€109.95
Product purchase options
E-Book
€18.99
Institutions
€109.95
Description
Table of contents
Authors
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Key Features
Book Description
What you will learn
Set up an environment to execute jobs in local and Hadoop mode
Preview the complete Scalding API through examples and illustrations
Learn about Scalding capabilities, testing, and pipelining jobs
Understand the concepts of MapReduce patterns and the applications of its ecosystem
Implement logfile analysis and adtargeting applications using best practices
Apply a testdriven development (TDD) methodology and structure Scalding applications in a modular and testable way
Interact with external NoSQL and SQL data stores from Scalding
Deploy, schedule, monitor, and maintain production systems
Who this book is for
Table of Contents
Introduction to Cascading
Get ready for Scalding
Scalding reference examples
Intermediate examples
Development Patterns and Best Practices
Testing & BDD
Running in Production
Interaction with external data stores
Machine Learning and Recommendation systems
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PDF ISBN:
978-1-78328-702-4
Publisher:
Packt Publishing Limited
Copyright owner:
© 2014 Packt Publishing Limited
Publication date:
2025
Language:
English
Pages:
148
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