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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 have learned about the various patterns and techniques for building robust software. While Julia is a great language for quick prototypes and research projects, it has all the features to build robust, mission-critical systems.

We began our journey with the idea of encapsulating data with accessor functions, which allow us to design a formal API that we can support. We also discussed a naming convention that discourages people from accessing the internal state of the object.

We looked at Julia's property interface, which allows us to implement new meanings whenever the field access dot notation is used. By extending the getproperty and setproperty! functions, we are able to control both read and write access to the fields of an object.

We also learned how to hide specific variables or functions defined in a module. This strategy can be utilized...

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