Spark in Action: Covers Apache Spark 3 with Examples in Java, Python, and Scala, 2nd Edition


Spark in Action: Covers By 作者:Jean-Georges Perrin (Author)
pages 页数: 576 pages
Publisher Finelybook 出版社: Manning Publications; 2nd edition (June 2, 2020)
Language 语言: English
ISBN-10 书号:1617295523
ISBN-13 书号:9781617295522
The Book Description robot was collected from Amazon and arranged by Finelybook
Apache Spark 3 with Examples in Java, Python, and Scala, 2nd Edition
The Spark distributed data processing platform provides an easy-to-implement tool for ingesting, streaming, and processing data from any source. In Spark in Action, Second Edition, you’ll learn to take advantage of Spark’s core features and incredible processing speed, with applications including real-time computation, delayed evaluation, and machine learning. Spark skills are a hot commodity in enterprises worldwide, and with Spark’s powerful and flexible Java APIs, you can reap all the benefits without first learning Scala or Hadoop.
Analyzing enterprise data starts By 作者:reading, filtering, and merging files and streams from many sources. The Spark data processing engine handles this varied volume like a champ, delivering speeds 100 times faster than Hadoop systems. Thanks to SQL support, an intuitive interface, and a straightforward multilanguage API, you can use Spark without learning a complex new ecosystem.
Spark in Action, Second Edition, teaches you to create end-to-end analytics applications. In this entirely new book, you’ll learn from interesting Java-based examples, including a complete data pipeline for processing NASA satellite data. And you’ll discover Java, Python, and Scala code samples hosted on GitHub that you can explore and adapt, plus appendixes that give you a cheat sheet for installing tools and understanding Spark-specific terms.
What’s inside

Writing Spark applications in Java
Spark application architecture
Ingestion through files, databases, streaming, and Elasticsearch
Querying distributed datasets with Spark SQL


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