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Advanced

Pythonic Pattern Refactoring

#python #refactoring #design-patterns

Refactor a legacy procedural script to utilize advanced design patterns and type hinting.

Analyze the following legacy Python code snippet. Identify procedural code smells and refactor it into a modular, object-oriented architecture. Specifically, apply the Strategy and Singleton patterns where appropriate. Ensure full type hinting compliance using Python 3.10+ syntax. Optimize for readability and testability, minimizing global state usage. After refactoring, explain the trade-offs made during the transition.