Book Image

Hands-On Design Patterns and Best Practices with Julia

By : Tom Kwong
Book Image

Hands-On Design Patterns and Best Practices with Julia

By: Tom Kwong

Overview of this book

Design patterns are fundamental techniques for developing reusable and maintainable code. They provide a set of proven solutions that allow developers to solve problems in software development quickly. This book will demonstrate how to leverage design patterns with real-world applications. Starting with an overview of design patterns and best practices in application design, you'll learn about some of the most fundamental Julia features such as modules, data types, functions/interfaces, and metaprogramming. You'll then get to grips with the modern Julia design patterns for building large-scale applications with a focus on performance, reusability, robustness, and maintainability. The book also covers anti-patterns and how to avoid common mistakes and pitfalls in development. You'll see how traditional object-oriented patterns can be implemented differently and more effectively in Julia. Finally, you'll explore various use cases and examples, such as how expert Julia developers use design patterns in their open source packages. By the end of this Julia programming book, you'll have learned methods to improve software design, extensibility, and reusability, and be able to use design patterns efficiently to overcome common challenges in software development.
Table of Contents (19 chapters)
1
Section 1: Getting Started with Design Patterns
3
Section 2: Julia Fundamentals
7
Section 3: Implementing Design Patterns
15
Section 4: Advanced Topics

Sub-module pattern

When a module becomes too large, it can be difficult to manage and comprehend. Generally, it can happen organically when the programmer keeps adding more and more functionalities to an application. So, how large is too large? It is difficult to say as it varies and depends on the programming language, the problem domain, and even the skillsets of the application maintainers. Nevertheless, it is mostly agreed upon by professionals that smaller modules are easier to manage, especially when the code is maintained by multiple developers.

In this section, we will explore the idea of splitting the source code of a large module into separately managed sub-modules. We will discuss how to make that decision and how to do that properly. As part of our journey, we will look into some examples and see how other experts do it in their packages.

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