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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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Toc

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 have looked at several patterns related to improving the readability and maintainability of an application.

First, we learned about when a module becomes too large and when it should be considered for reorganization. We realized that coupling is an important consideration when splitting code into separate modules. Next, we discussed the problem of constructing objects that have many fields. We determined that using a keyword-based constructor can make the code more readable and can provide additional flexibility of supporting default values. We learned that the Julia Base module already provides a macro.

Then we explored how to do code generation, which is a convenient technique for dynamically defining many similar functions without having to repeat the code. We picked up a utility from CodeTracking to review the generated source code.

Finally, we...

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