Spring Hadoop Reference Guide
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Spring Hadoop Reference Guide

Costin Leau

SpringSource, a division of VMware

0.9.0.RELEASE

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Table of Contents

Preface

I. Introduction

1. Requirements

II. Spring and Hadoop

2. Hadoop Configuration, MapReduce, and Distributed Cache

2.1. Using the Spring Hadoop Namespace

2.2. Configuring Hadoop

2.3. Creating a Hadoop Job

2.3.1. Creating a Hadoop Streaming Job
2.3.2. Running a Hadoop Job

2.4. Configuring the Hadoop DistributedCache

2.5. Using the Hadoop Job tasklet

3. Working with the Hadoop File System

3.1. Scripting the Hadoop API

3.1.1. Using scripts

3.2. Scripting implicit variables

3.3. File System Shell (FsShell)

3.3.1. DistCp API

3.4. Scripting Lifecycle

3.5. Using the Scripting tasklet

4. Working with HBase

5. Hive integration

5.1. Starting a Hive Server
5.2. Using the Hive Thrift Client
5.3. Using the Hive JDBC Client
5.4. Using the Hive tasklet

6. Pig support

6.1. Using the Pig tasklet

III. Developing Spring Hadoop Applications

7. Guidance and Examples

7.1. Scheduling
7.2. Batch Job Listeners

IV. Spring Hadoop sample applications

8. Sample prerequisites

9. Wordcount sample using the Spring Framework

9.1. Introduction

10. Wordcount sample using Spring Batch

10.1. Introduction
10.2. Basic Spring Hadoop configuration
10.3. Build and run the sample application
10.4. Run the sample application as a standlone Java application

V. Other Resources

11. Useful Links

VI. Appendices

A. Spring Data Hadoop Schema

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