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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 several anti-patterns in Julia programming. When we went over details for each anti-pattern, we also figured out how to apply alternative design solutions.

We began with the piracy anti-pattern, which refers to bad practices as related to extending functions from a third-party module. For convenience, we classified piracy anti-patterns into three different types—type I, II, and III. Each type poses a different problem in causing the system to become unstable or potentially invite problems in the future.

Next, we looked into the narrow argument types anti-pattern. When function arguments are too narrowly specified, they become less reusable. Because Julia can specialize the function for various argument types, it is more beneficial to make argument types as general as possible, utilizing abstract types. We went through several design...

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