PySpark Recipes: A Problem-Solution Approach with PySpark2 1st ed. Edition

by: Raju Kumar Mishra (Author)
ASIN: 1484231406

Publisher: Apress; 1st ed. edition (December 10, 2017)

Language: English
Paperback: 288 pages

ISBN-10: 1484231406

ISBN-13: 9781484231401

Book Description

Quickly find solutions to common programming problems encountered while processing big data. Content is presented in the popular problem-solution format. Look up the programming problem that you want to solve. Read the solution. Apply the solution directly in your own code. Problem solved!
PySpark Recipes covers Hadoop and its shortcomings. The architecture of Spark, PySpark, and RDD are presented. You will lea to apply RDD to solve day-to-day big data problems. Python and NumPy are included and make it easy for new leaers of PySpark to understand and adopt the model.
What You Will Lea
Understand the advanced features of PySpark2 and SparkSQL
Optimize your code
Program SparkSQL with Python
Use Spark Streaming and Spark MLlib with Python
Perform graph analysis with GraphFrames
Who This Book Is For
Data analysts, Python programmers, big data enthusiasts