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Learning Hadoop 2

You're reading from   Learning Hadoop 2 Design and implement data processing, lifecycle management, and analytic workflows with the cutting-edge toolbox of Hadoop 2

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Product type Paperback
Published in Feb 2015
Publisher Packt
ISBN-13 9781783285518
Length 382 pages
Edition 1st Edition
Tools
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Toc

Table of Contents (13) Chapters Close

Preface 1. Introduction 2. Storage FREE CHAPTER 3. Processing – MapReduce and Beyond 4. Real-time Computation with Samza 5. Iterative Computation with Spark 6. Data Analysis with Apache Pig 7. Hadoop and SQL 8. Data Lifecycle Management 9. Making Development Easier 10. Running a Hadoop Cluster 11. Where to Go Next Index

An overview of Pig


Historically, the Pig toolkit consisted of a compiler that generated MapReduce programs, bundled their dependencies, and executed them on Hadoop. Pig jobs are written in a language called Pig Lat in and can be executed in both interactive and batch fashions. Furthermore, Pig Latin can be extended using User Defined Functions (UDFs) written in Java, Python, Ruby, Groovy, or JavaScript.

Pig use cases include the following:

  • Data processing

  • Ad hoc analytical queries

  • Rapid prototyping of algorithms

  • Extract Transform Load pipelines

Following a trend we have seen in previous chapters, Pig is moving towards a general-purpose computing architecture. As of version 0.13 the ExecutionEngine interface (org.apache.pig.backend.executionengine) acts as a bridge between the frontend and the backend of Pig, allowing Pig Latin scripts to be compiled and executed on frameworks other than MapReduce. At the time of writing, version 0.13 ships with MRExecutionEngine (org.apache.pig.backend.hadoop...

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