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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