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Hands-On Design Patterns and Best Practices with Julia

You're reading from  Hands-On Design Patterns and Best Practices with Julia

Product type Book
Published in Jan 2020
Publisher Packt
ISBN-13 9781838648817
Pages 532 pages
Edition 1st Edition
Languages
Author (1):
Tom Kwong Tom Kwong
Profile icon Tom Kwong

Table of Contents (19) Chapters

Preface 1. Section 1: Getting Started with Design Patterns
2. Design Patterns and Related Principles 3. Section 2: Julia Fundamentals
4. Modules, Packages, and Data Type Concepts 5. Designing Functions and Interfaces 6. Macros and Metaprogramming Techniques 7. Section 3: Implementing Design Patterns
8. Reusability Patterns 9. Performance Patterns 10. Maintainability Patterns 11. Robustness Patterns 12. Miscellaneous Patterns 13. Anti-Patterns 14. Traditional Object-Oriented Patterns 15. Section 4: Advanced Topics
16. Inheritance and Variance 17. Assessments 18. Other Books You May Enjoy

Nonconcrete field types anti-pattern

The nonconcrete field types anti-pattern is an anti-pattern in which a struct field is not concrete. The main problem with nonconcrete types for fields is that they can cause major performance problems. To understand why, let's take a look at the memory layout for composite types that have nonconcrete versus concrete types, then design and compare the two.

Understanding the memory layout of composite data types

Let's first take a look at a simple example for a composite type for tracking the coordinates of a point:

struct Point
x
y
end

When the field type is not specified, it is implicitly interpreted as Any, the super type of all types, hence the preceding code is syntactically...

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