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PySpark SQL Recipes With HiveQL, Dataframe and Graphframes

by Raju Kumar Mishra, Sundar Rajan Raman

PySpark SQL Recipes With HiveQL, Dataframe and Graphframes Synopsis

Carry out data analysis with PySpark SQL, graphframes, and graph data processing using a problem-solution approach. This book provides solutions to problems related to dataframes, data manipulation summarization, and exploratory analysis. You will improve your skills in graph data analysis using graphframes and see how to optimize your PySpark SQL code. PySpark SQL Recipes starts with recipes on creating dataframes from different types of data source, data aggregation and summarization, and exploratory data analysis using PySpark SQL. You'll also discover how to solve problems in graph analysis using graphframes. On completing this book, you'll have ready-made code for all your PySpark SQL tasks, including creating dataframes using data from different file formats as well as from SQL or NoSQL databases. What You Will Learn Understand PySpark SQL and its advanced features Use SQL and HiveQL with PySpark SQL Work with structured streaming Optimize PySpark SQL Master graphframes and graph processing Who This Book Is ForData scientists, Python programmers, and SQL programmers.

Book Information

ISBN: 9781484243343
Publication date: 19th March 2019
Author: Raju Kumar Mishra, Sundar Rajan Raman
Publisher: APress
Format: Paperback / softback
Pagination: 323 pages
Categories: SQL Server / MS SQL, Programming & scripting languages: general,

About Raju Kumar Mishra, Sundar Rajan Raman

Raju Kumar Mishra has strong interests in data science and systems that have the capability of handling large amounts of data and operating complex mathematical models through computational programming. He was inspired to pursue an M. Tech in computational sciences from Indian Institute of Science in Bangalore, India. Raju primarily works in the areas of data science and its different applications. Working as a corporate trainer he has developed unique insights that help him in teaching and explaining complex ideas with ease. Raju is also a data science consultant solving complex industrial problems. He works on programming tools such as ...

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