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Fastdata Processing with Spark
  

Fastdata Processing with Spark (Trade Paperback / Paperback)

By Karau, Holden

  • RRP: $126.99
  • $126.99
  • In Stock US

Spark is a framework for writing fast, distributed programs. Spark solves similar problems as Hadoop MapReduce does but with a fast in-memory approach and a clean functional style API. With its ability to integrate with Hadoop and inbuilt tools for interactive query analysis (Sha...rk), large-scale graph processing and analysis (Bagel), and real-time analysis (Spark Streaming), it can be interactively used to quickly process and query big data sets. Fast Data Processing with Spark covers how to write distributed map reduce style programs with Spark. The book will guide you through every step required to write effective distributed programs from setting up your cluster and interactively exploring the API, to deploying your job to the cluster, and tuning it for your purposes. Fast Data Processing with Spark covers everything from setting up your Spark cluster in a variety of situations (stand-alone, EC2, and so on), to how to use the interactive shell to write distributed code interactively. From there, we move on to cover how to write and deploy distributed jobs in Java, Scala, and Python. We then examine how to use the interactive shell to quickly prototype distributed programs and explore the Spark API. We also look at how to use Hive with Spark to use a SQL-like query syntax with Shark, as well as manipulating resilient distributed datasets (RDDs).
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ISBN 9781782167068
Released NZ 8 Sep 2013
Publisher Packt Publishing Limited
Format Trade Paperback/Paperback
Availability
Internationally sourced; ships 6-12 working days

Full details for this title

ISBN-13 9781782167068
Stock Available
Status Internationally sourced; ships 6-12 working days
Publisher Packt Publishing Limited
Imprint Packt Publishing Limited
Released 8 Sep 2013
Publication Country United Kingdom United Kingdom
Format Trade Paperback/Paperback
Author(s) By Karau, Holden
Category Computer Programming
Number of Pages 120
Dimensions Width: 191mm
Height: 235mm
Spine: 6mm
Dewey Code 006.312
Weight 221g
Interest Age General Audience
Reading Age General Audience
NBS Text Computing: Consumer Books ('Technical Trade')
ONIX Text General/trade

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