Web Reference: Jul 23, 2025 · In this article, we'll dive into the concept of method chaining, understand how it works, explore its benefits and drawbacks, and demonstrate examples of method chaining in Python using built-in types and libraries. Method chaining is a powerful technique that makes code more concise and readable by linking operations together. It's widely used in popular libraries like Pandas and NumPy, and you can implement it in your own classes by ensuring methods return self. If you're just fiddling around with Python's builtin types to chain certain specific methods (like sort and remove), you're better off just wrapping those particular methods explicitly (by overriding them in your wrapper class), instead of trying to do a general mechanism with __getattr__.
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