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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

Product type Book
Published in Jan 2020
Publisher Packt
ISBN-13 9781838648817
Pages 532 pages
Edition 1st Edition
Languages
Author (1):
Tom Kwong Tom Kwong
Profile icon Tom Kwong

Table of Contents (19) Chapters

Preface 1. Section 1: Getting Started with Design Patterns
2. Design Patterns and Related Principles 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

Functional pipes pattern

Sometimes, when building an application, we face a large problem that requires complex calculations and data transformation. Using structured programming techniques, we can often break down the large problem into medium-sized problems and then break these down further into small-sized problems. When a problem is small enough, we can write functions to tackle each problem individually. 

Of course, these functions do not work in isolation it is more likely that the results of one function will feed into another function. In this section, we will explore the functional pipes pattern, which allows data to be passed seamlessly through a data pipeline. This is not uncommon in functional programming languages but is seen less in Julia. Nevertheless, we will take a look and see how it can be done.

First, we will go over a sample use case...

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