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PySpark recipes : a problem-solution approach with PySpark2 / Raju Kumar Mishra

By: Material type: TextTextPublication details: India Apress 2018Description: 265 pISBN:
  • 9781484247235
Subject(s): DDC classification:
  • 005.133 MIS-R
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Holdings
Item type Current library Collection Shelving location Call number Copy number Status Date due Barcode Item holds
Books Books BITS Pilani Hyderabad 003-007 General Stack (For lending) 005.133 MIS-R (Browse shelf(Opens below)) INR 899.00 Available 47587
Total holds: 0

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 learn to apply RDD to solve day-to-day big data problems. Python and NumPy are included and make it easy for new learners of PySpark to understand and adopt the model.

What You Will Learn:
* 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

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