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Mastering MongoDB 4.x

You're reading from   Mastering MongoDB 4.x Expert techniques to run high-volume and fault-tolerant database solutions using MongoDB 4.x

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Product type Paperback
Published in Mar 2019
Publisher Packt
ISBN-13 9781789617870
Length 394 pages
Edition 2nd Edition
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Author (1):
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Alex Giamas Alex Giamas
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Alex Giamas
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Table of Contents (20) Chapters Close

Preface 1. Section 1: Basic MongoDB – Design Goals and Architecture FREE CHAPTER
2. MongoDB – A Database for Modern Web 3. Schema Design and Data Modeling 4. Section 2: Querying Effectively
5. MongoDB CRUD Operations 6. Advanced Querying 7. Multi-Document ACID Transactions 8. Aggregation 9. Indexing 10. Section 3: Administration and Data Management
11. Monitoring, Backup, and Security 12. Storage Engines 13. MongoDB Tooling 14. Harnessing Big Data with MongoDB 15. Section 4: Scaling and High Availability
16. Replication 17. Sharding 18. Fault Tolerance and High Availability 19. Other Books You May Enjoy

Why aggregation?

The aggregation framework was introduced by MongoDB in version 2.2 (which is version 2.1 in the development branch). It serves as an alternative to both the MapReduce framework and querying the database directly.

Using the aggregation framework, we can perform GROUP BY operations in the server. Thus, we can project only the fields that are needed in the result set. Using the $match and $project operators, we can reduce the amount of data passed through the pipeline, resulting in faster data processing.

Self-joins—that is, joining data within the same collection—can also be performed using the aggregation framework, as we will see in our use case.

When comparing the aggregation framework to simply using the queries available via the shell or various other drivers, it is important to remember that there is a use case for both.

For selection and projection...

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