Python Metaprogramming: Leverage Decorators, Descriptors, Metaclasses, and AST for Advanced Python Development: Beyond the Basics: Build Flexible and
商品資訊
ISBN13:9798288584114
出版社:Independently published
作者:Pythquill Publishing
出版日:2025/06/18
裝訂:平裝
規格:27.9cm*21.6cm*1.3cm (高/寬/厚)
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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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