mixin (axisfuzzy.mixin)

Introduction

The AxisFuzzy mixin system provides mtype-agnostic structural operations for Fuzznum and Fuzzarray classes. It enables NumPy-like functionality such as reshape, flatten, transpose, and concatenate that work uniformly across all fuzzy number types without requiring mtype-specific dispatch logic. Functions are dynamically injected as both instance methods and top-level functions during library initialization, offering seamless integration with the core data structures.

• mixin.registry
  • Architecture Overview
  • Key Differences from Extension System
  • Injection Types
  • Thread Safety
  • MixinFunctionRegistry
    • MixinFunctionRegistry._functions
    • MixinFunctionRegistry._metadata
    • MixinFunctionRegistry.build_and_inject()
    • MixinFunctionRegistry.get_top_level_function_names()
    • MixinFunctionRegistry.register()
  • get_registry_mixin()
  • register_mixin()
• mixin.register
  • Architecture
  • Registered Functions
  • Injection Types
  • Key Differences from Extension System
  • Registration Pattern
• mixin.factory
  • Architecture
  • Core Implementation Functions
  • Backend Integration
  • Error Handling
  • Performance Considerations
  • Type Safety
  • Backend Compatibility