Book Image

Frank Kane's Taming Big Data with Apache Spark and Python

By : Frank Kane
Book Image

Frank Kane's Taming Big Data with Apache Spark and Python

By: Frank Kane

Overview of this book

Frank Kane’s Taming Big Data with Apache Spark and Python is your companion to learning Apache Spark in a hands-on manner. Frank will start you off by teaching you how to set up Spark on a single system or on a cluster, and you’ll soon move on to analyzing large data sets using Spark RDD, and developing and running effective Spark jobs quickly using Python. Apache Spark has emerged as the next big thing in the Big Data domain – quickly rising from an ascending technology to an established superstar in just a matter of years. Spark allows you to quickly extract actionable insights from large amounts of data, on a real-time basis, making it an essential tool in many modern businesses. Frank has packed this book with over 15 interactive, fun-filled examples relevant to the real world, and he will empower you to understand the Spark ecosystem and implement production-grade real-time Spark projects with ease.
Table of Contents (13 chapters)
Title Page
Credits
About the Author
www.PacktPub.com
Customer Feedback
Preface
7
Where to Go From Here? – Learning More About Spark and Data Science

Check your sorted implementation and results against mine


Let's take a look at my implementation of sorting the results for the total amount spent by customer and compare it with yours. If you got to this point and you haven't actually tried this yourself or you got stuck, let me give you one more hint before I show you my solution. If you look at the word-count-better-sorted script that we used in the previous example for doing word frequency counts sorted by word frequency, you'll see that we did something very similar in there. If you got stuck, have a look at that script and give it another try first before you peek at the answer here.

If you've given it a try, go ahead and download the total-spent-by-customer-sorted script from the download package for this book and compare your solution to mine. There's more than one way to do these things, so just because I did it one way it doesn't mean you can't do it another way. As long as it works, that's what matters:

You can see all I really...