Spark in Action 2024 pdf epub mobi 電子書下載

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Spark in Action pdf epub mobi 著者簡介

Marko Bonaći has worked with Java for 13 years. He currently works as IBM Enterprise Content Management team lead at SV Group. Petar Zečević is a CTO at SV Group. During the last 14 years he has worked on various projects as a Java developer, team leader, consultant and software specialist. He is the founder and, with Marko, organizer of popular Spark@Zg meetup group.

Spark in Action pdf epub mobi 圖書描述

Working with big data can be complex and challenging, in part because of the multiple analysis frameworks and tools required. Apache Spark is a big data processing framework perfect for analyzing near-real-time streams and discovering historical patterns in batched data sets. But Spark goes much further than other frameworks. By including machine learning and graph processing capabilities, it makes many specialized data processing platforms obsolete. Spark's unified framework and programming model significantly lowers the initial infrastructure investment, and Spark's core abstractions are intuitive for most Scala, Java, and Python developers.

Spark in Action teaches you to use Spark for stream and batch data processing. It starts with an introduction to the Spark architecture and ecosystem followed by a taste of Spark's command line interface. You then discover the most fundamental concepts and abstractions of Spark, particularly Resilient Distributed Datasets (RDDs) and the basic data transformations that RDDs provide. The first part of the book also introduces you to writing Spark applications using the the core APIs. Next, you learn about different Spark components: how to work with structured data using Spark SQL, how to process near-real time data with Spark Streaming, how to apply machine learning algorithms with Spark MLlib, how to apply graph algorithms on graph-shaped data using Spark GraphX, and a clear introduction to Spark clustering.

Spark in Action 2024 pdf epub mobi 電子書下載

Spark in Action pdf epub mobi 圖書目錄

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發表於2024-06-11

Spark in Action 2024 pdf epub mobi 電子書下載

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Spark in Action pdf epub mobi 讀後感

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原著可以，但是翻譯是陀翔，例如：第五章介紹dataframe的錶元數據時：surviving Spark context restarts 翻譯成‘幸存的上下文重新啓動’，原文的意思是spark重啓後錶元數據還存在，書中類似不經大腦的機械翻譯到處都是，正如譯者在前言中說的一樣，您真對不起你的老公和孩子，...

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