Search icon CANCEL
Subscription
0
Cart icon
Your Cart (0 item)
Close icon
You have no products in your basket yet
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
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

Arrow left icon
Product type Paperback
Published in Jan 2020
Publisher Packt
ISBN-13 9781838648817
Length 532 pages
Edition 1st Edition
Languages
Arrow right icon
Author (1):
Arrow left icon
Tom Kwong Tom Kwong
Author Profile Icon Tom Kwong
Tom Kwong
Arrow right icon
View More author details
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...

lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at $19.99/month. Cancel anytime
Banner background image