Hadoop: The Definitive Guide pdf epub mobi txt 电子书下载 2024

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Tom White

O'Reilly Media

2015-4-11

756

USD 49.99

Paperback

9781491901632

图书标签: Hadoop 大数据 BigData 计算机分布式 hadoop 机器学习 O'Reilly

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发表于2024-11-21

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Hadoop: The Definitive Guide pdf epub mobi txt 电子书下载 2024

图书描述

Get ready to unlock the power of your data. With the fourth edition of this comprehensive guide, you’ll learn how to build and maintain reliable, scalable, distributed systems with Apache Hadoop. This book is ideal for programmers looking to analyze datasets of any size, and for administrators who want to set up and run Hadoop clusters.

Using Hadoop 2 exclusively, author Tom White presents new chapters on YARN and several Hadoop-related projects such as Parquet, Flume, Crunch, and Spark. You’ll learn about recent changes to Hadoop, and explore new case studies on Hadoop’s role in healthcare systems and genomics data processing.

Learn fundamental components such as MapReduce, HDFS, and YARN

Explore MapReduce in depth, including steps for developing applications with it

Set up and maintain a Hadoop cluster running HDFS and MapReduce on YARN

Learn two data formats: Avro for data serialization and Parquet for nested data

Use data ingestion tools such as Flume (for streaming data) and Sqoop (for bulk data transfer)

Understand how high-level data processing tools like Pig, Hive, Crunch, and Spark work with Hadoop

Learn the HBase distributed database and the ZooKeeper distributed configuration service

Hadoop: The Definitive Guide 下载 mobi epub pdf txt 电子书

著者简介

Tom White has been an Apache Hadoop committer since February 2007, and is a member of the Apache Software Foundation. He works for Cloudera, a company set up to offer Hadoop support and training. Previously he was as an independent Hadoop consultant, working with companies to set up, use, and extend Hadoop. He has written numerous articles for O'Reilly, java.net and IBM's developerWorks, and has spoken at several conferences, including at ApacheCon 2008 on Hadoop. Tom has a Bachelor's degree in Mathematics from the University of Cambridge and a Master's in Philosophy of Science from the University of Leeds, UK.

图书目录

Hadoop: The Definitive Guide pdf epub mobi txt 电子书下载

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用户评价

评分☆☆☆☆☆

还好我用的时候不需要写 Java（

评分☆☆☆☆☆

前半段原理英文第四版，后半段相关项目和案例学习中文第三版就直接划水划过去了。Definitive Guide一贯作风，料多废话也多，Hadoop也是复杂又难用，Spark要是革了你的命也是理所应当。

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真尼玛长。介绍了生态圈里的大部分工具，用来总结回顾比较适合，没有实践过的读者看前两部分mr和yarn核心，扫一遍后面所有工具是做什么用的就可以了。

评分☆☆☆☆☆

看前两部分就行，相关的pig hive spark如果不实践也不需要深入。本科上课读过那google三篇论文，扫这本书还是很快的。

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2016 NO.4 深入浅出，原理讲的非常透彻。核心是 Hadoop Fundamentals 和 MapReduce 两章，但是后面的 Related Projects 也写的言简意赅，能够突出重点。比如 Flume 这一章会提到一些在 Flume 官网教程上也没提到的要点。

读后感

评分☆☆☆☆☆

首先，翻译太差，很多句子就是瞎翻，根本不通顺，很多时候你要停下来断句，慢慢去理解。然后，这本书是很多人去翻译的，很多人连代码都不懂，曾经一段代码看到我蒙圈，去看了一下源代码，好家伙，四行有五个错误。另外，从代码瞎缩进也可以看出这是群没写过代码的人翻的，而且...

评分☆☆☆☆☆

是我遇到过的翻译最烂的一本书，在译者的“妙语连珠”里折腾了半个钟头就再也没兴趣了。略举几例如下： P.6 任然 -> 仍然 P.21 输入键（为什么不像后面那样有个“的”？），输入的值，输出的键…… P. 27 “计数器”(Counter)，译文附原文；"Context Object"(上下文对象)，原...

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其实也不算全部读完了，读它主要是为了技术选型，考虑升级持久层架构、提高系统可扩展性，仔细研读了前几章，对Hadoop、MapReduce、HDFS的模型、机制、使用场景有了一定了解。后面几章及其生态圈内的其他项目抱着了解的心态简单浏览了一下。整体感觉还行，至少从我看过的章节来...

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Hadoop: The Definitive Guide pdf epub mobi txt 电子书下载 2024