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You're reading from  Seven NoSQL Databases in a Week

Product typeBook
Published inMar 2018
PublisherPackt
ISBN-139781787288867
Edition1st Edition
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Authors (2):
Sudarshan Kadambi
Sudarshan Kadambi
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Sudarshan Kadambi

Sudarshan has a background in Distributed systems and Database design. He has been a user and contributor to various NoSQL databases and is passionate about solving large-scale data management challenges.
Read more about Sudarshan Kadambi

Xun (Brian) Wu
Xun (Brian) Wu
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Xun (Brian) Wu

Xun (Brian) Wu is a senior blockchain architect and consultant. With over 20 years of hands-on experience across various technologies, including Blockchain, big data, cloud, AI, systems, and infrastructure, Brian has worked on more than 50 projects in his career. He has authored nine books, which have been published by O'Reilly, Packt, and Apress, focusing on popular fields within the Blockchain industry. The titles of his books include: Learn Ethereum (First Edition), Learn Ethereum (Second Edition), Blockchain for Teens, Hands-On Smart Contract Development with Hyperledger Fabric V2, Hyperledger Cookbook, Blockchain Quick Start Guide, Security Tokens and Stablecoins Quick Start Guide, Blockchain by Example, and Seven NoSQL Databases in a Week.
Read more about Xun (Brian) Wu

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Data models in MongoDB


The MongoDB collection does not enforce structure on the document. This allows the document to map to objects or entities easily. Each document can match a data field of the entity. In practice, documents in collections share the same structure.

When deciding on data modeling, we have to consider the requirements of the application, the performance characteristics of the database's design, and data retrieval patterns. When designing data models, we have to focus on the application's usage of data and the inherent structure of the data.

While deciding the data model, we have to consider the structure of the document and how documents relate to each other. There are two key data models that show these relationships:

  • The reference document data model
  • The embedded data model

The references document data model

In this model, the relationship is maintained using links between documents. References from one document is stored in another document. This process is also called normalization...

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Seven NoSQL Databases in a Week
Published in: Mar 2018Publisher: PacktISBN-13: 9781787288867

Authors (2)

author image
Sudarshan Kadambi

Sudarshan has a background in Distributed systems and Database design. He has been a user and contributor to various NoSQL databases and is passionate about solving large-scale data management challenges.
Read more about Sudarshan Kadambi

author image
Xun (Brian) Wu

Xun (Brian) Wu is a senior blockchain architect and consultant. With over 20 years of hands-on experience across various technologies, including Blockchain, big data, cloud, AI, systems, and infrastructure, Brian has worked on more than 50 projects in his career. He has authored nine books, which have been published by O'Reilly, Packt, and Apress, focusing on popular fields within the Blockchain industry. The titles of his books include: Learn Ethereum (First Edition), Learn Ethereum (Second Edition), Blockchain for Teens, Hands-On Smart Contract Development with Hyperledger Fabric V2, Hyperledger Cookbook, Blockchain Quick Start Guide, Security Tokens and Stablecoins Quick Start Guide, Blockchain by Example, and Seven NoSQL Databases in a Week.
Read more about Xun (Brian) Wu