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You're reading from  Frank Kane's Taming Big Data with Apache Spark and Python

Product typeBook
Published inJun 2017
Reading LevelIntermediate
PublisherPackt
ISBN-139781787287945
Edition1st Edition
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Frank Kane
Frank Kane
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Frank Kane

Frank Kane has spent nine years at Amazon and IMDb, developing and managing the technology that automatically delivers product and movie recommendations to hundreds of millions of customers all the time. He holds 17 issued patents in the fields of distributed computing, data mining, and machine learning. In 2012, Frank left to start his own successful company, Sundog Software, which focuses on virtual reality environment technology and teaches others about big data analysis.
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Superhero degrees of separation - review the code and run it


Using breadth-first search, let's actually find the degrees of separation between two given superheroes in our Marvel superhero dataset. In the download package for this book, download the degrees-of-separation script into your SparkCourse folder. We'll work up a pretty good library here of different examples, so keep this handy. There's a good chance that some problem you face in the future will have a similar pattern to something we've already done here, and this might be a useful reference for you. Once you have downloaded that script, double-click it. We already have the Marvel-graph and Marvel-names text files for our input from previous sections.

Here is the degrees-of-separation script:

The point here is just to illustrate how problems that may not seem like they lend themselves to Spark at first, actually can be incremented in Spark with a little bit of creative thinking. I also want to introduce the concept of accumulators...

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Frank Kane's Taming Big Data with Apache Spark and Python
Published in: Jun 2017Publisher: PacktISBN-13: 9781787287945

Author (1)

author image
Frank Kane

Frank Kane has spent nine years at Amazon and IMDb, developing and managing the technology that automatically delivers product and movie recommendations to hundreds of millions of customers all the time. He holds 17 issued patents in the fields of distributed computing, data mining, and machine learning. In 2012, Frank left to start his own successful company, Sundog Software, which focuses on virtual reality environment technology and teaches others about big data analysis.
Read more about Frank Kane