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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

Understanding the need for metaprogramming

At the beginning of the chapter, we boldly claimed that metaprogramming is not needed 99% of the time. That is indeed not a made-up number. At the JuliaCon 2019 conference, Professor Steven Johnson from MIT delivered a keynote speech regarding metaprogramming. He did some research about the Julia language's own source code. From his study, Julia version 1.1.0 contains 37,000 methods, 138 macros (0.4%), and 14 generated functions (0.04%). So metaprogramming code comprises less than 1% of Julia's own implementation. While this is just one example of metaprogramming's role in one language, it is representative enough that even the smartest software engineers would not use metaprogramming most of the time.

So the next question is: When do you need to use metaprogramming techniques? Generally speaking, there are several reasons...

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