Python Metaprogramming
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Home > Computing and Information Technology > Computer programming / software engineering > Python Metaprogramming: Leverage Decorators, Descriptors, Metaclasses, and AST for Advanced Python Development: Beyond the Basics: Build Flexible and Powerful Applications
Python Metaprogramming: Leverage Decorators, Descriptors, Metaclasses, and AST for Advanced Python Development: Beyond the Basics: Build Flexible and Powerful Applications

Python Metaprogramming: Leverage Decorators, Descriptors, Metaclasses, and AST for Advanced Python Development: Beyond the Basics: Build Flexible and Powerful Applications


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About the Book

What You Will Learn in This Book Master the core principles of Python's dynamic nature, understanding how objects, functions, and classes behave at runtime to enable advanced programming techniques. Decipher Python's execution model, from source code to bytecode, and grasp how the Python Virtual Machine (PVM) processes your programs, including the intricacies of namespaces and scopes. Become proficient in using decorators, not just as syntactic sugar, but as powerful tools for code modification, extension, and reusability, including advanced techniques like parameterized and class decorators. Gain deep expertise in descriptors to precisely control attribute access, implement custom property behaviors, and understand the mechanics behind built-in Python features like @property, @classmethod, and @staticmethod. Understand and apply metaclasses to become the "architect of your classes," enabling you to create dynamic class structures, enforce architectural patterns, and build sophisticated Domain-Specific Languages (DSLs). Leverage advanced attribute access mechanisms such as __getattr__, __getattribute__, and __slots__ for building flexible proxy objects, optimizing memory, and generating methods dynamically. Implement and utilize Abstract Base Classes (ABCs) to define clear interfaces and contracts for your code, ensuring consistent behavior across different implementations and improving type checking. Explore Python's Abstract Syntax Trees (ASTs) to programmatically analyze, modify, and generate Python code, opening doors to custom linters, code transformers, and powerful code manipulation. Apply metaprogramming techniques to real-world problems, including building simplified Object-Relational Mappers (ORMs), creating robust plugin architectures, and designing declarative APIs. Develop strategies for effectively debugging and optimizing metaprogrammed code, understanding the performance implications and best practices for writing maintainable and scalable advanced Python solutions.


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Product Details
  • ISBN-13: 9798288584114
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Height: 279 mm
  • No of Pages: 236
  • Returnable: N
  • Sub Title: Leverage Decorators, Descriptors, Metaclasses, and AST for Advanced Python Development: Beyond the Basics: Build Flexible and Powerful Applications
  • Width: 216 mm
  • ISBN-10: 828858411X
  • Publisher Date: 18 Jun 2025
  • Binding: Paperback
  • Language: English
  • Returnable: N
  • Spine Width: 13 mm
  • Weight: 558 gr


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Python Metaprogramming: Leverage Decorators, Descriptors, Metaclasses, and AST for Advanced Python Development: Beyond the Basics: Build Flexible and Powerful Applications
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Python Metaprogramming: Leverage Decorators, Descriptors, Metaclasses, and AST for Advanced Python Development: Beyond the Basics: Build Flexible and Powerful Applications
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