Rick Copeland

MongoDB Applied Design Patterns (eBook, ePUB)

Practical Use Cases with the Leading NoSQL Database

• Format: ePub

Produktbeschreibung

Whether youre 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 its designed to solve. Youll 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, youll 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 dataEcommerce: Use MongoDB as a product catalog master or inventory management systemContent management: Learn methods for storing content nodes, binary assets, and discussionsOnline advertising networks: Apply techniques for frequency capping ad impressions, and keyword targeting and biddingSocial 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

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Produktdetails

• Verlag: O'Reilly Media
• Seitenzahl: 176
• Erscheinungstermin: 4. März 2013
• Englisch
• ISBN-13: 9781449340070
• Artikelnr.: 38311204

Autorenporträt

Rick Copeland is the Principal Consultant and Founder at Arborian Consulting, a business focusing on MongoDB and Python custom development and training. Rick is a frequent speaker at MongoDB events, an avid MongoDB enthusiast, and is a charter member of 10gen's "Masters of MongoDB." In the non-MongoDB side of things, Rick is also a well-known Python developer and member of the Python Software Foundation, having contributed to a number of open-source projects and spoken at various evens and user groups. Rick is also the author of Essential SQLAlchemy, a book published by O'Reilly that introduces the reader to the excellent SQLAlchemy Python database toolkit.

Inhaltsangabe

Preface
Audience
Assumptions This Book Makes
Contents of This Book
Conventions Used in This Book
Using Code Examples
Safari® Books Online
How to Contact Us
Acknowledgments
Design Patterns
Chapter 1: To Embed or Reference
1.1 Relational Data Modeling and Normalization
1.2 MongoDB: Who Needs Normalization, Anyway?
1.3 Conclusion
Chapter 2: Polymorphic Schemas
2.1 Polymorphic Schemas to Support Object-Oriented Programming
2.2 Polymorphic Schemas Enable Schema Evolution
2.3 Polymorphic Schemas Support Semi-Structured Domain Data
2.4 Conclusion
Chapter 3: Mimicking Transactional Behavior
3.1 The Relational Approach to Consistency
3.2 Compound Documents
3.3 Using Complex Updates
3.4 Optimistic Update with Compensation
3.5 Conclusion
Use Cases
Chapter 4: Operational Intelligence
4.1 Storing Log Data
4.2 Pre-Aggregated Reports
4.3 Hierarchical Aggregation
Chapter 5: Ecommerce
5.1 Product Catalog
5.2 Category Hierarchy
5.3 Inventory Management
Chapter 6: Content Management Systems
6.1 Metadata and Asset Management
6.2 Storing Comments
Chapter 7: Online Advertising Networks
7.1 Solution Overview
7.2 Design 1: Basic Ad Serving
7.3 Design 2: Adding Frequency Capping
7.4 Design 3: Keyword Targeting
Chapter 8: Social Networking
8.1 Solution Overview
8.2 Schema Design
8.3 Operations
8.4 Sharding
Chapter 9: Online Gaming
9.1 Solution Overview
9.2 Schema Design
9.3 Operations
9.4 Sharding
Afterword
Where Do I Go from Here?
Index
Colophon