Hands-On Design Patterns and Best Practices with Julia

Kwong, Tom

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商品描述

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.

商品描述(中文翻譯)

設計模式是開發可重複使用且易於維護的程式碼的基本技巧。它們提供了一套經過驗證的解決方案,讓開發人員能夠快速解決軟體開發中的問題。本書將示範如何在實際應用中運用設計模式。

從設計模式和應用程式設計的最佳實踐概述開始,您將學習一些最基本的 Julia 功能,例如模組、資料類型、函式/介面和元程式設計。然後,您將掌握用於構建大型應用程式的現代 Julia 設計模式,重點放在性能、可重複使用性、健壯性和可維護性上。本書還涵蓋了反模式以及如何避免開發中的常見錯誤和陷阱。您將看到傳統的物件導向模式在 Julia 中如何以不同且更有效的方式實現。最後,您將探索各種用例和示例,例如專業的 Julia 開發人員如何在其開源套件中使用設計模式。

通過閱讀本書,您將學習改進軟體設計、可擴展性和可重複使用性的方法,並能夠有效地使用設計模式來克服軟體開發中的常見挑戰。