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.\nPySpark 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.\nOn 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.\nWhat You Will Learn\nUnderstand 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\nWho This Book Is For\nData scientists, Python programmers, and SQL programmers.\nFrom the Back Cover\nCarry 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.\nPySpark 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.\nOn 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.\nYou will:\nUnderstand 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

PySpark SQL Recipes: With HiveQL, Dataframe and Graphframes

Computers & Technology

Mishra, Raju Kumar

Raman, Sundar Rajan

Operating Systems

Apress

See the best price to sell, buy, or rent books by Raman, Sundar Rajan. BookScouter helps to compare book prices from 25+ online bookstores and 30+ buyback vendors with a single search.

Books by Raman, Sundar Rajan

See the best price to sell, buy, or rent books by Raman, Sundar Rajan. BookScouter helps to compare book prices from 25+ online bookstores and 30+ buyback vendors with a single search.

PySpark SQL Recipes: With HiveQL, Dataframe and Graphframes