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MongoDB Applied Design Patterns

Practical Use Cases with the Leading NoSQL Database

Specificaties
Paperback, 160 blz. | Engels
O'Reilly | 1e druk, 2013
ISBN13: 9781449340049
Rubricering
Hoofdrubriek : Computer en informatica
O'Reilly 1e druk, 2013 9781449340049
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Samenvatting

Whether you're building a social media site or an internal-use enterprise application, this hands-on guide shows you the connection between MongoDB and the business problems it's designed to solve. You'll learn how to apply MongoDB design patterns to several challenging domains, such as ecommerce, content management, and online gaming. Using Python and JavaScript code examples, you'll discover how MongoDB lets you scale your data model while simplifying the development process.

Many businesses launch NoSQL databases without understanding the techniques for using their features most effectively. This book demonstrates the benefits of document embedding, polymorphic schemas, and other MongoDB patterns for tackling specific big data use cases, including:
- Operational intelligence: Perform real-time analytics of business data
- Ecommerce: Use MongoDB as a product catalog master or inventory management system
- Content management: Learn methods for storing content nodes, binary assets, and discussions
- Online advertising networks: Apply techniques for frequency capping ad impressions, and keyword targeting and bidding
- Social networking: Learn how to store a complex social graph, modeled after Google+
- Online gaming: Provide concurrent access to character and world data for a multiplayer role-playing game

Specificaties

ISBN13:9781449340049
Taal:Engels
Bindwijze:paperback
Aantal pagina's:160
Uitgever:O'Reilly
Druk:1
Verschijningsdatum:10-3-2013

Over Rick Copeland

Rick Copeland is a senior software engineer with retail analytics firm Predictix, LLC, where he uses SQLAlchemy extensively, primarily for web application development. He has been using Python full-time for development since 2005, in projects as diverse as demand forecasting, business web applications, compilers, and hardware synthesis.

Andere boeken door Rick Copeland

Inhoudsopgave

Preface

Part 1: Design Patterns
1. To Embed or Reference
-Relational Data Modeling and Normalization
-MongoDB: Who Needs Normalization, Anyway?
-Conclusion

2. Polymorphic Schemas
-Polymorphic Schemas to Support Object-Oriented Programming
-Polymorphic Schemas Enable Schema Evolution
-Polymorphic Schemas Support Semi-Structured Domain Data
-Conclusion

3. Mimicking Transactional Behavior
-The Relational Approach to Consistency
-Compound Documents
-Using Complex Updates
-Optimistic Update with Compensation
-Conclusion

Part 2: Use Cases
4. Operational Intelligence
-Storing Log Data
-Pre-Aggregated Reports
-Hierarchical Aggregation

5. Ecommerce
-Product Catalog
-Category Hierarchy
-Inventory Management

6. Content Management Systems
-Metadata and Asset Management
-Storing Comments

7. Online Advertising Networks
-Solution Overview
-Design 1: Basic Ad Serving
-Design 2: Adding Frequency Capping
-Design 3: Keyword Targeting

8. Social Networking
-Solution Overview
-Schema Design
-Operations
-Sharding

9. Online Gaming
-Solution Overview
-Schema Design
-Operations
-Sharding
-Afterword
-Where Do I Go from Here?

Index

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        MongoDB Applied Design Patterns