Metaprogramming With Python
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Metaprogramming With Python
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Author : Sulekha AloorRavi
language : en
Publisher: Packt Publishing Ltd
Release Date : 2022-09-09
Metaprogramming With Python written by Sulekha AloorRavi and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-09 with Computers categories.
A practical approach to metaprogramming with real-world examples that enables the development of advanced frameworks, libraries, and applications using Python Key FeaturesLearn applied metaprogramming through a simple step-by-step approachWork with easily understandable examples and explanations that take you deep into the theory of metaprogrammingGet practical experience in writing reusable code with real-world examplesBook Description Effective and reusable code makes your application development process seamless and easily maintainable. With Python, you will have access to advanced metaprogramming features that you can use to build high-performing applications. The book starts by introducing you to the need and applications of metaprogramming, before navigating the fundamentals of object-oriented programming. Next, you will learn about simple decorators, work with metaclasses, and later focus on introspection and reflection. You'll also delve into generics and typing before defining templates for algorithms. As you progress, you will understand your code using abstract syntax trees and explore method resolution order. This Python book also shows you how to create your own dynamic objects before structuring the objects through design patterns. Finally, you will learn simple code-generation techniques along with discovering best practices and eventually building your own applications. By the end of this learning journey, you'll have acquired the skills and confidence you need to design and build reusable high-performing applications that can solve real-world problems. What you will learnUnderstand the programming paradigm of metaprogramming and its needRevisit the fundamentals of object-oriented programmingDefine decorators and work with metaclassesEmploy introspection and reflection on your codeApply generics, typing, and templates to enhance your codeGet to grips with the structure of your code through abstract syntax trees and the behavior through method resolution orderCreate dynamic objects and generate dynamic codeUnderstand various design patterns and best practicesWho this book is for If you are an intermediate-level Python programmer looking to enhance your coding skills by developing reusable and advanced frameworks, then this book is for you. Basic knowledge of Python programming will help you get the most out of this learning journey.
Mastering Metaprogramming In Python Unlock The Secrets Of Expert Level Skills
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Author : Larry Jones
language : en
Publisher: Walzone Press
Release Date : 2025-03-05
Mastering Metaprogramming In Python Unlock The Secrets Of Expert Level Skills written by Larry Jones and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-05 with Computers categories.
Elevate your programming prowess with "Mastering Metaprogramming in Python: Unlock the Secrets of Expert-Level Skills." This comprehensive guide unveils the intricate world of metaprogramming, a realm where code transcends traditional boundaries to become dynamic and self-aware. Designed for seasoned programmers and software engineers, this book offers an extensive exploration of Python’s metaprogramming capabilities, equipping you with the knowledge and skills to harness the full potential of this advanced programming paradigm. Within these pages, you’ll delve into practical, real-world applications, gaining insights from expertly crafted chapters on reflection, decorators, metaclasses, and more. Each section is meticulously structured to build upon foundational concepts, advancing your understanding and enabling you to implement powerful solutions in your projects. Through in-depth discussions, illustrative examples, and expert insights, you'll learn how to create adaptable, efficient, and robust applications that stand the test of time. Whether you're optimizing performance, automating repetitive tasks, or designing sophisticated software architectures, "Mastering Metaprogramming in Python" is your definitive resource. This book not only demystifies complex concepts but also offers invaluable strategies for debugging, testing, and applying metaprogramming in diverse scenarios. Embark on this transformative journey to elevate your coding mastery and redefine what’s possible in your software development endeavors.
Python Metaprogramming
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Author : Charles J Drake
language : en
Publisher: Independently Published
Release Date : 2025-04-18
Python Metaprogramming written by Charles J Drake and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-18 with Computers categories.
ABOUT THE TECHNOLOGY: You know Python for its clarity and vast libraries, but beneath the surface lies a hidden power: metaprogramming. This isn't just about writing scripts; it's about crafting code that possesses a remarkable ability - the power to manipulate itself. Imagine applications that can adapt to unforeseen challenges, optimize their own performance, and evolve in ways you never thought possible. This is the world metaprogramming opens up - where your code becomes a dynamic entity, capable of change and growth. This book is your key to mastering Python metaprogramming, a realm where code transcends its static nature and gains the ability to evolve. You'll embark on a journey that begins with the core of introspection, the ability of code to examine its very structure, and culminates in advanced techniques. With each chapter, you'll uncover a new facet of this dynamic capability, equipping you to build applications that are not only efficient but also remarkably adaptable and extensible. Have you ever felt constrained by the limitations of the code you write? What if you could build applications that anticipate future needs, reshape themselves to solve new problems, and optimize their behavior on the fly? This book will take you from a novice to a code alchemist, transforming your understanding of Python and empowering you to craft systems that were once thought to be beyond the reach of conventional programming. Prepare to bend the rules of code, and witness the birth of programs with previously undreamt of levels of intelligence and flexibility. WHAT'S INSIDE: Inside, you'll discover: The secrets of Python's introspection capabilities, and how they grant you the power of code-sight. Step-by-step guidance on dynamic code execution. In-depth techniques for mastering code modification. A deep dive into the world of metaclasses. Practical methods for fine-grained control over attribute access. Advanced strategies for transforming code. Real-world design patterns for building extensible applications. Expert guidance on advanced metaprogramming techniques. Essential considerations for performance and debugging. The best practices. A clear roadmap of potential pitfalls and anti-patterns. A glimpse into the future of metaprogramming in Python. WHO IT'S MEANT FOR: This book is for Python developers who are ready to move beyond the surface level. If you're intrigued by the idea of writing code that can adapt and evolve, if you're seeking to build applications that are truly future-proof, or if you want to gain a deeper understanding of Python's inner workings, this book is for you. Whether you're a seasoned developer or a passionate enthusiast, you'll find the tools and knowledge you need to unlock the full potential of Python metaprogramming. Are you ready to transcend the limitations of ordinary programming? To build applications that redefine the boundaries of what's possible? Then, embark on this journey into the heart of Python metaprogramming. Open this book, and prepare to unlock a world of dynamic code, and discover a future where your applications are as adaptable and efficient as they are robust. Your journey to become a true Python code alchemist starts here.
Mastering Object Oriented Programming With Python Unlock The Secrets Of Expert Level Skills
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Author : Larry Jones
language : en
Publisher: Walzone Press
Release Date : 2025-03-02
Mastering Object Oriented Programming With Python Unlock The Secrets Of Expert Level Skills written by Larry Jones and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-02 with Computers categories.
"Mastering Object-Oriented Programming with Python: Unlock the Secrets of Expert-Level Skills" is an invaluable resource for experienced Python developers looking to elevate their software craftsmanship. This book delves deeply into advanced object-oriented principles, offering a comprehensive guide to mastering the intricacies of Python's object model. With its thorough coverage on inheritance, polymorphism, and encapsulation, readers will gain insights into designing flexible, scalable systems that embody the core strengths of the object-oriented paradigm. The text meticulously explores the integration of Python's dynamic capabilities with proven design patterns, as well as novel techniques such as metaprogramming and functional integration. Readers will benefit from clear, practical examples that illuminate complex concepts, enabling them to adopt sophisticated strategies like concurrency, abstract base classes, and cutting-edge database interactions. By synthesizing functional and object-oriented principles, this book ensures developers can construct elegant, efficient, and robust solutions across diverse domains. Beyond in-depth technical know-how, the book places strong emphasis on quality assurance through comprehensive sections on testing and debugging. By leveraging modern practices like automated testing and continuous integration, readers will learn to deliver resilient and high-performing software. Whether for refining existing skills or expanding into new areas like asynchronous programming and NoSQL integration, this book is the definitive guide for achieving expert-level proficiency in object-oriented Python development.
Mastering Advanced Python Typing Unlock The Secrets Of Expert Level Skills
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Author : Larry Jones
language : en
Publisher: Walzone Press
Release Date : 2025-03-05
Mastering Advanced Python Typing Unlock The Secrets Of Expert Level Skills written by Larry Jones and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-05 with Computers categories.
Unlock the full potential of Python programming with "Mastering Advanced Python Typing: Unlock the Secrets of Expert-Level Skills." This comprehensive guide delves into the critical aspects of advanced typing techniques, providing developers with the tools they need to write more robust, maintainable, and efficient code. By exploring topics like static and dynamic typing, generics, and protocols, this book transforms complex concepts into accessible strategies for enhancing your programming expertise. Through detailed explanations and practical examples, this book offers an in-depth exploration of how type hints can revolutionize Python development. From improving code clarity and safety to optimizing performance and ensuring seamless interoperability with other typed systems, each chapter is crafted to expand your understanding of Python's dynamic nature and the safety of static typing. Packed with best practices, real-world applications, and problem-solving insights, this guide is an indispensable resource for professional developers seeking to elevate their skills. Engage with the book to discover how advanced typing integrates with design patterns, supports effective unit testing, and navigates metaprogramming challenges. Whether you're a seasoned developer looking to refine your techniques or you want to future-proof your code in complex software projects, "Mastering Advanced Python Typing" equips you with the knowledge and confidence to excel in today's demanding programming environments. Embrace the opportunity to transform your approach to coding and maximize Python's capabilities like never before.
Expert Python Programming
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Author : Michał Jaworski
language : en
Publisher: Packt Publishing Ltd
Release Date : 2019-04-30
Expert Python Programming written by Michał Jaworski and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04-30 with Computers categories.
Refine your Python programming skills and build professional grade applications with this comprehensive guide Key FeaturesCreate manageable code that can run in various environments with different sets of dependenciesImplement effective Python data structures and algorithms to write optimized codeDiscover the exciting new features of Python 3.7Book Description Python is a dynamic programming language that's used in a wide range of domains thanks to its simple yet powerful nature. Although writing Python code is easy, making it readable, reusable, and easy to maintain is challenging. Complete with best practices, useful tools, and standards implemented by professional Python developers, the third edition of Expert Python Programming will help you overcome this challenge. The book will start by taking you through the new features in Python 3.7. You'll then learn the advanced components of Python syntax, in addition to understanding how to apply concepts of various programming paradigms, including object-oriented programming, functional programming, and event-driven programming. This book will also guide you through learning the best naming practices, writing your own distributable Python packages, and getting up to speed with automated ways of deploying your software on remote servers. You’ll discover how to create useful Python extensions with C, C++, Cython, and CFFI. Furthermore, studying about code management tools, writing clear documentation, and exploring test-driven development will help you write clean code. By the end of the book, you will have become an expert in writing efficient and maintainable Python code. What you will learnExplore modern ways of setting up repeatable and consistent development environmentsPackage Python code effectively for community and production useLearn modern syntax elements of Python programming such as f-strings, enums, and lambda functionsDemystify metaprogramming in Python with metaclassesWrite concurrent code in PythonExtend Python with code written in different languagesIntegrate Python with code written in different languagesWho this book is for This book will appeal to you if you’re a programmer looking to take your Python knowledge to the next level by writing efficient code and learning the latest features of version 3.7 and above.
Introduction To Computation And Programming Using Python Revised And Expanded Edition
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Author : John V. Guttag
language : en
Publisher: MIT Press
Release Date : 2013-08-09
Introduction To Computation And Programming Using Python Revised And Expanded Edition written by John V. Guttag and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-08-09 with Computers categories.
An introductory text that teaches students the art of computational problem solving, covering topics that range from simple algorithms to information visualization. This book introduces students with little or no prior programming experience to the art of computational problem solving using Python and various Python libraries, including PyLab. It provides students with skills that will enable them to make productive use of computational techniques, including some of the tools and techniques of “data science” for using computation to model and interpret data. The book is based on an MIT course (which became the most popular course offered through MIT's OpenCourseWare) and was developed for use not only in a conventional classroom but in a massive open online course (or MOOC) offered by the pioneering MIT-Harvard collaboration edX. Students are introduced to Python and the basics of programming in the context of such computational concepts and techniques as exhaustive enumeration, bisection search, and efficient approximation algorithms. The book does not require knowledge of mathematics beyond high school algebra, but does assume that readers are comfortable with rigorous thinking and not intimidated by mathematical concepts. Although it covers such traditional topics as computational complexity and simple algorithms, the book focuses on a wide range of topics not found in most introductory texts, including information visualization, simulations to model randomness, computational techniques to understand data, and statistical techniques that inform (and misinform) as well as two related but relatively advanced topics: optimization problems and dynamic programming. Introduction to Computation and Programming Using Python can serve as a stepping-stone to more advanced computer science courses, or as a basic grounding in computational problem solving for students in other disciplines.
Expert Python Programming
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Author : Michal Jaworski
language : en
Publisher: Packt Publishing Ltd
Release Date : 2016-05-20
Expert Python Programming written by Michal Jaworski and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-05-20 with Computers categories.
Become an ace Python programmer by learning best coding practices and advance-level concepts with Python 3.5 About This Book Based on the latest stable version of Python (version 3.5) Creating well manageable code that will run in various environments with different sets of dependencies Packed with advanced concepts and best practices to write efficient Python code Who This Book Is For The book would appeal to web developers and Python programmers who want to start using version 3.5 and write code efficiently. Basic knowledge of Python programming is expected. What You Will Learn Conventions and best practices that are widely adopted in the python community Package python code effectively for community and production use Easy and lightweight ways to automate code deployment on remote systems Improve your code's quality, reliability, and performance Write concurrent code in python Extend python with code written in different languages In Detail Python is a dynamic programming language, used in a wide range of domains by programmers who find it simple, yet powerful. Even if you find writing Python code easy, writing code that is efficient and easy to maintain and reuse is a challenge. The focus of the book is to familiarize you with common conventions, best practices, useful tools and standards used by python professionals on a daily basis when working with code. You will begin with knowing new features in Python 3.5 and quick tricks for improving productivity. Next, you will learn advanced and useful python syntax elements brought to this new version. Using advanced object-oriented concepts and mechanisms available in python, you will learn different approaches to implement metaprogramming. You will learn to choose good names, write packages, and create standalone executables easily. You will also be using some powerful tools such as buildout and vitualenv to release and deploy the code on remote servers for production use. Moving on, you will learn to effectively create Python extensions with C, C++, cython, and pyrex. The important factors while writing code such as code management tools, writing clear documentation, and test-driven development are also covered. You will now dive deeper to make your code efficient with general rules of optimization, strategies for finding bottlenecks, and selected tools for application optimization. By the end of the book, you will be an expert in writing efficient and maintainable code. Style and approach An easy-to-follow guide that covers industry followed best practices in Python programming
Fluent Python
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Author : Luciano Ramalho
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2022-03-31
Fluent Python written by Luciano Ramalho and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-31 with Computers categories.
Python's simplicity lets you become productive quickly, but often this means you aren't using everything it has to offer. With the updated edition of this hands-on guide, you'll learn how to write effective, modern Python 3 code by leveraging its best ideas. Don't waste time bending Python to fit patterns you learned in other languages. Discover and apply idiomatic Python 3 features beyond your past experience. Author Luciano Ramalho guides you through Python's core language features and libraries and teaches you how to make your code shorter, faster, and more readable.
Ironpython In Action
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Author : Christian J. Muirhead
language : en
Publisher: Simon and Schuster
Release Date : 2009-03-01
Ironpython In Action written by Christian J. Muirhead and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-03-01 with Computers categories.
In 2005, Microsoft quietly announced an initiative to bring dynamic languages to the .NET platform. The starting point for this project was a .NET implementation of Python, dubbed IronPython. After a couple years of incubation, IronPython is ready for real-world use. It blends the simplicity, elegance, and dynamism of Python with the power of the .NET framework. IronPython in Action offers a comprehensive, hands-on introduction to Microsoft's exciting new approach for programming the .NET framework. It approaches IronPython as a first class .NET language, fully integrated with the .NET environment, Visual Studio, and even the open-source Mono implementation. You'll learn how IronPython can be embedded as a ready-made scripting language into C# and VB.NET programs, used for writing full applications or for web development with ASP. Even better, you'll see how IronPython works in Silverlight for client-side web programming. IronPython opens up exciting new possibilities. Because it's a dynamic language, it permits programming paradigms not easily available in VB and C#. In this book, authors Michael Foord and Christian Muirhead explore the world of functional programming, live introspection, dynamic typing and duck typing , metaprogramming, and more. IronPython in Action explores these topics with examples, making use of the Python interactive console to explore the .NET framework with live objects. The expert authors provide a complete introduction for programmers to both the Python language and the power of the .NET framework. The book also shows how to extend IronPython with C#, extending C# and VB.NET applications with Python, using IronPython with .NET 3.0 and Powershell, IronPython as a Windows scripting tool, and much more. Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book.