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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 explored several patterns related to reusability. These patterns are highly valuable and can be utilized in many places within an application. In addition, people coming from an object-oriented background will probably find this chapter indispensable when it comes to designing Julia applications.

First, we went into great detail about the delegation pattern, which can be used to create new capabilities and lets us reuse functions from an existing object. The general technique involves defining a new data type that contains a parent object. Then, forwarding functions are defined so that we can reuse the functionalities of the parent object. We learned implementing delegation can be largely simplified by using @forward, which is provided by the Lazy.jl package.

Then, we examined the holy trait pattern, which is a formal way to define the behavior...

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