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PySpark SQL Recipes - With HiveQL, Dataframe and Graphframes (Paperback, 1st ed.)
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PySpark SQL Recipes - With HiveQL, Dataframe and Graphframes (Paperback, 1st ed.)
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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.
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