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Practical MongoDB Aggregations

You're reading from   Practical MongoDB Aggregations The official guide to developing optimal aggregation pipelines with MongoDB 7.0

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Product type Paperback
Published in Sep 2023
Publisher Packt
ISBN-13 9781835080641
Length 312 pages
Edition 1st Edition
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Author (1):
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Paul Done Paul Done
Author Profile Icon Paul Done
Paul Done
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Toc

Table of Contents (20) Chapters Close

Preface 1. Chapter 1: MongoDB Aggregations Explained FREE CHAPTER 2. Part 1: Guiding Tips and Principles
3. Chapter 2: Optimizing Pipelines for Productivity 4. Chapter 3: Optimizing Pipelines for Performance 5. Chapter 4: Harnessing the Power of Expressions 6. Chapter 5: Optimizing Pipelines for Sharded Clusters 7. Part 2: Aggregations by Example
8. Chapter 6: Foundational Examples: Filtering, Grouping, and Unwinding 9. Chapter 7: Joining Data Examples 10. Chapter 8: Fixing and Generating Data Examples 11. Chapter 9: Trend Analysis Examples 12. Chapter 10: Securing Data Examples 13. Chapter 11: Time-Series Examples 14. Chapter 12: Array Manipulation Examples 15. Chapter 13: Full-Text Search Examples 16. Afterword
17. Index 18. Other books you may enjoy Appendix

What do expressions produce?

An expression can be an operator (e.g., {$concat: ...}), a variable (e.g., "$$ROOT"), or a field path (e.g., "$address"). In all these cases, an expression is just something that dynamically populates and returns a new element, which can be one of the following types:

  • Number (including integer, long, float, double, and decimal128)
  • String (UTF-8)
  • Boolean
  • DateTime (UTC)
  • Array
  • Object

However, a specific expression can restrict you to returning just one or a few of these types. For example, the {$concat: ...} operator, which combines multiple strings, can only produce a string data type (or null). The "$$ROOT" variable can only return an object that refers to the root document currently being processed in the pipeline stage.

A field path (e.g., "$address") is different and can return an element of any data type, depending on what the field refers to in the current input document....

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