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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

Programming Pig


Pig Latin comes with a number of built-in functions (the eval, load/store, math, string, bag, and tuple functions) and a number of scalar and complex data types. Additionally, Pig allows function and data-type extension by means of UDFs and dynamic invocation of Java methods.

Pig data types

Pig supports the following scalar data types:

  • int: a signed 32-bit integer

  • long: a signed 64-bit integer

  • float: a 32-bit floating point

  • double: a 64-bit floating point

  • chararray: a character array (string) in Unicode UTF-8 format

  • bytearray: a byte array (blob)

  • boolean: a boolean

  • datetime: a datetime

  • biginteger: a Java BigInteger

  • bigdecimal: a Java BigDecimal

Pig supports the following complex data types:

  • map: an associative array enclosed by [], with the key and value separated by #, and items separated by ,

  • tuple: an ordered list of data, where elements can be of any scalar or complex type enclosed by (), with items separated by ,

  • bag: an unordered collection of tuples enclosed by {} and...

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