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You're reading from  Practical MongoDB Aggregations

Product typeBook
Published inSep 2023
PublisherPackt
ISBN-139781835080641
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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Summary

In this chapter, you started your journey with basic aggregation expressions. You explored the different types of expressions and how to combine them using nesting to solve complex data transformations. Then you moved on to bootstrapping this knowledge to undertake typically complicated tasks related to mutating arrays and extracting detail from the contents of arrays. There was a particular focus on techniques for looping through array elements efficiently without necessarily having to resort to unwinding and regrouping documents, where you only need to process each document's array in isolation.

The next chapter will enable you to understand the impact of sharding on aggregation pipelines and how to ensure your pipelines run efficiently when your database is sharded.

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Practical MongoDB Aggregations
Published in: Sep 2023Publisher: PacktISBN-13: 9781835080641

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