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You're reading from  Practical MongoDB Aggregations

Product typeBook
Published inMar 2024
PublisherPackt
ISBN-139781835884362
Edition1st Edition
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Paul Done
Paul Done
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Paul Done

Paul Done is a Field CTO at MongoDB Inc., having been a Solutions Architect for the past decade at MongoDB. He has previously held roles in various software disciplines, including engineering, consulting, and pre-sales, at companies like Oracle, Novell, and BEA Systems. Paul specializes in databases and middleware, focusing on resiliency, scalability, transactions, event processing, and applying evolvable data model approaches. He spent most of the early 2000s building Java EE (J2EE) transactional systems on WebLogic, integrated with relational databases like Oracle RAC and messaging systems like MQ Series.
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Advanced use of expressions for array processing

One of the most compelling aspects of MongoDB is the ability to embed arrays within documents. Unlike relational databases, this characteristic allows each entity's entire data structure to exist in one place as a document.

The aggregation framework provides a rich set of aggregation operator expressions for analyzing and manipulating arrays. When optimizing for performance, array expressions are critical because they prevent the unwinding and regrouping of documents when you only need to process each document's array in isolation. For most situations when you need to manipulate an array, there is usually a single array operator expression that you can utilize for your requirements.

Occasionally, you won't be able to use a single out-of-the-box array operator expression to solve an array processing challenge. Consequently, you must assemble a composite of nested lower-level expressions to handle the challenging array...

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Practical MongoDB Aggregations
Published in: Mar 2024Publisher: PacktISBN-13: 9781835884362

Author (1)

author image
Paul Done

Paul Done is a Field CTO at MongoDB Inc., having been a Solutions Architect for the past decade at MongoDB. He has previously held roles in various software disciplines, including engineering, consulting, and pre-sales, at companies like Oracle, Novell, and BEA Systems. Paul specializes in databases and middleware, focusing on resiliency, scalability, transactions, event processing, and applying evolvable data model approaches. He spent most of the early 2000s building Java EE (J2EE) transactional systems on WebLogic, integrated with relational databases like Oracle RAC and messaging systems like MQ Series.
Read more about Paul Done