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You're reading from  Fast Data Processing with Spark 2 - Third Edition

Product typeBook
Published inOct 2016
Reading LevelBeginner
PublisherPackt
ISBN-139781785889271
Edition3rd Edition
Languages
Scala
Tools
Apache Spark
Concepts
Data Processing
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Author (1)
Holden Karau
Holden Karau
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Holden Karau

Holden Karau is a software development engineer and is active in the open source. She has worked on a variety of search, classification, and distributed systems problems at IBM, Alpine, Databricks, Google, Foursquare, and Amazon. She graduated from the University of Waterloo with a bachelor's of mathematics degree in computer science. Other than software, she enjoys playing with fire and hula hoops, and welding.
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Code and Datasets for the rest of the book

The first order of business is to look at the code and Datasets that we will be using for the rest of the chapters.

Code

It is time for you to experiment with Spark APIs and wrangle with data. We have been using the Scala and Python shell in this book and you can continue to do so. You should also explore using an iPython notebook, which is an excellent way for data engineers and data scientists to experiment with data. The iPython notebooks and its Datasets are available at https://github.com/xsankar/fdps-v3. You'll have to download some of the data yourselves due to the restrictions in distributing them. We have provided the appropriate URL as and when the need to download data arises.

IDE

For this book, we will use scala-shell and pyspark. The Zeppelin IDE is another fine choice. Python is a better language for data scientists and has a tradition of strong scientific libraries. For those of you who prefer Scala, it is not that hard to map Python...

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Fast Data Processing with Spark 2 - Third Edition
Published in: Oct 2016Publisher: PacktISBN-13: 9781785889271
© 2016 Packt Publishing Limited All Rights Reserved

Author (1)

author image
Holden Karau

Holden Karau is a software development engineer and is active in the open source. She has worked on a variety of search, classification, and distributed systems problems at IBM, Alpine, Databricks, Google, Foursquare, and Amazon. She graduated from the University of Waterloo with a bachelor's of mathematics degree in computer science. Other than software, she enjoys playing with fire and hula hoops, and welding.
Read more about Holden Karau

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