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Couchbase Essentials

Couchbase Essentials

By : John C Zablocki
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Couchbase Essentials

Couchbase Essentials

3 (2)
By: John C Zablocki

Overview of this book

This book is for those application developers who want to achieve greater flexibility and scalability from their software. Whether you are familiar with other NoSQL databases or have only used relational systems, this book will provide you with enough background to move you along at your own pace. If you are new to NoSQL document databases, the design discussions and introductory material will give you the information you need to get started with Couchbase.
Table of Contents (10 chapters)
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9
Index

MapReduce

Before we can start our exploration of the Couchbase Server views, we first need to understand what MapReduce is and how we'll use it to create secondary indexes for our documents.

At its simplest, MapReduce is a programming pattern used to process large amounts of data that is typically distributed across several nodes in parallel. In the NoSQL world, MapReduce implementations may be found on many platforms from MongoDB to Hadoop, and of course Couchbase.

Even if you're new to the NoSQL landscape, it's quite possible that you've already worked with a form of MapReduce. The inspiration for MapReduce in distributed NoSQL systems was drawn from the functional programming concepts of map and reduce. While purely functional programming languages haven't quite reached mainstream status, languages such as Python, C#, and JavaScript all support map and reduce operations.

Map functions

Consider the following Python snippet:

numbers = [1, 2, 3, 4, 5]
doubled = map(lambda...
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