


How Can You Implement `getattr`-like Behavior for Modules in Python?
Oct 29, 2024 pm 02:57 PMgetattr Implementation in Modules
When encountering an attribute lookup failure in a module, there is a desire to create an instance of a class associated with the module and invoke a method with the same name as the failed attribute. However, this is not directly supported in Python due to limitations with xxx methods and restrictions on modifying module attributes.
The two challenges encountered are:
- xxx methods are only invoked on the class itself, making it difficult to implement attribute substitution for the entire module.
- Modules are not mutable, prohibiting the direct assignment of new attributes to them using __setattr__.
Solution
To overcome these limitations, a workaround is to create a wrapper instance of a substitution class and store it in sys.modules in place of the original module. This effectively redirects all attribute lookups to the wrapper instance, allowing the implementation of getattr__-like behavior. However, it's important to note that this approach can lead to different behavior compared to using __getattr directly on the module since the wrapper creates a new instance each time.
Guido van Rossum's Hack
Guido van Rossum proposed an alternative approach that leverages the import machinery's allowance for the replacement of modules in sys.modules with instances or classes. In this method, a class with the desired functionality is defined in the module and assigned to sys.modules[__name__] as the final act of the module. This allows for the implementation of getattr and other metaprogramming features on the module itself. However, it's important to ensure that all necessary functionality is encapsulated within the replacement class, as other elements of the module will be lost upon the sys.modules assignment.
The above is the detailed content of How Can You Implement `getattr`-like Behavior for Modules in Python?. For more information, please follow other related articles on the PHP Chinese website!

Hot Article

Hot tools Tags

Hot Article

Hot Article Tags

Notepad++7.3.1
Easy-to-use and free code editor

SublimeText3 Chinese version
Chinese version, very easy to use

Zend Studio 13.0.1
Powerful PHP integrated development environment

Dreamweaver CS6
Visual web development tools

SublimeText3 Mac version
God-level code editing software (SublimeText3)

Hot Topics

How Do I Use Beautiful Soup to Parse HTML?

How to Use Python to Find the Zipf Distribution of a Text File

How to Perform Deep Learning with TensorFlow or PyTorch?

Introduction to Parallel and Concurrent Programming in Python

Serialization and Deserialization of Python Objects: Part 1

How to Implement Your Own Data Structure in Python

Mathematical Modules in Python: Statistics
