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Mastering Python Design Patterns

Mastering Python Design Patterns

By : Kamon Ayeva, Kasampalis, Sakis Kasampalis
4.3 (8)
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Mastering Python Design Patterns

Mastering Python Design Patterns

4.3 (8)
By: Kamon Ayeva, Kasampalis, Sakis Kasampalis

Overview of this book

As software systems become increasingly complex, maintaining code quality, scalability, and efficiency can be a daunting challenge. Mastering Python Design Patterns is an essential resource that equips you with the tools you need to overcome these hurdles and create robust, scalable applications. The book delves into design principles and patterns in Python, covering both classic and modern patterns, and apply them to solve daily challenges as a Python developer or architect. Co-authored by two Python experts with a combined experience of three decades, this new edition covers creational, structural, behavioral, and architectural patterns, including concurrency, asynchronous, and performance patterns. You'll find out how these patterns are relevant to various domains, such as event handling, concurrency, distributed systems, and testing. Whether you're working on user interfaces (UIs), web apps, APIs, data pipelines, or AI models, this book equips you with the knowledge to build robust and maintainable software. The book also presents Python anti-patterns, helping you avoid common pitfalls and ensuring your code remains clean and efficient. By the end of this book, you'll be able to confidently apply classic and modern Python design patterns to build robust, scalable applications.
Table of Contents (17 chapters)
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1
Part 1: Start with Principles
4
Part 2: From the Gang of Four
8
Part 3: Beyond the Gang of Four

The Lazy Loading pattern

The Lazy Loading pattern is a critical design approach in software engineering, particularly useful in optimizing performance and resource management. The idea with lazy loading is to defer the initialization or loading of resources to the moment they are really needed. This way, applications can achieve more efficient resource utilization, reduce initial load times, and enhance the overall user experience.

Real-world examples

Browsing an online art gallery provides a first example. Instead of waiting for hundreds of high-resolution images to load upfront, the website loads only images currently in view. As you scroll, additional images load seamlessly, enhancing your browsing experience without overwhelming your device’s memory or network bandwidth.

Another example is an on-demand video streaming service, such as Netflix or YouTube. Such a platform offers an uninterrupted viewing experience by loading videos in chunks. This approach not only...

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