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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

Chapter 6

Why does the use of global variables impact performance?

Global variables are not typed. Whenever it is used, the compiler must generate code that handles any possible data types that it may encounter. Hence, the compiler cannot generate highly-optimized code.

What would be a good alternative to using a global variable when it cannot be replaced by a constant?

We can define a typed global constant as a placeholder. The Ref type may also be used to hold a single value for the variable. Because Ref contains the type of data, the compiler can generate more optimized code.

Why does a struct of arrays perform better than an array of structs?

Modern CPUs can perform many numerical calculations in parallel. When the memory is aligned and packed together as in an array, the hardware cache can quickly look them up. An array of structs may have the objects scattered around in...

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