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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 Proven solutions to common problems in software design for Julia 1.x

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Product type Paperback
Published in Jan 2020
Publisher Packt
ISBN-13 9781838648817
Length 532 pages
Edition 1st Edition
Languages
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Author (1):
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Tom Kwong Tom Kwong
Author Profile Icon Tom Kwong
Tom Kwong
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Table of Contents (19) Chapters Close

Preface 1. Section 1: Getting Started with Design Patterns
2. Design Patterns and Related Principles FREE CHAPTER 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

Summary

In this chapter, we learned about various topics related to subtyping, variance, and dispatch. These concepts are the fundamental building blocks for creating larger, more complex applications.

We first went over the topic of implementation inheritance and behavior subtyping and the differences between them. We reasoned that implementation inheritance is not a great design pattern because of various issues. We came to an understanding that Julia's type system is designed to avoid the flaws that we have seen in other programming languages.

Then, we reviewed different kinds of variance, which are nothing but ways to explain the subtyping relationship between parametric types. We walked through in great details how parametric types are invariant and method arguments are covariant. We then went even further to discuss the variance of function...

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