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@swamy18 swamy18 commented Sep 27, 2025

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This commit completely maintains the original functionality and mathematical intent of the implementation while improving it.  To make the codebase easier to maintain and more accessible for contributors, type hints have been added to the impacted modules to improve IDE/tooling support and create clearer interfaces.  Error handling has been improved with descriptive exceptions that provide additional context during debugging, and input validation has been added to guarantee that invalid arguments are detected early, preventing silent failures or unexpected behavior.  When combined, these modifications enhance the library's dependability, security, and developer experience without causing any unexpected changes or changing the outcomes.

Signed-off-by: Swami Gadila <122666091+swamy18@users.noreply.github.com>
Signed-off-by: Swami Gadila <122666091+swamy18@users.noreply.github.com>
Performs efficiently even with 100+ models

Signed-off-by: Swami Gadila <122666091+swamy18@users.noreply.github.com>
Signed-off-by: Swami Gadila <122666091+swamy18@users.noreply.github.com>
Improvements:
Code Organization: Split into logical classes and functions with clear responsibilities

Constants: Moved magic numbers and strings to named constants at the top

Signed-off-by: Swami Gadila <122666091+swamy18@users.noreply.github.com>
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swamy18 commented Sep 27, 2025

refactor: Restructure analysis pipeline with improved organization and robustness

  • Split monolithic script into focused classes (FileProcessor, MetricsCalculator, PlotGenerator)
  • Added comprehensive type hints and error handling for better reliability
  • Introduced data classes for structured result containers
  • Replaced magic numbers with named constants for better maintainability
  • Added detailed docstrings and improved code documentation
  • Implemented proper resource management with figure cleanup
  • Enhanced path handling using pathlib for cross-platform compatibility
  • Eliminated code duplication through helper methods
  • Improved command-line interface with better help text

The refactored code maintains all original functionality while significantly improving
readability, testability, and maintainability for future development.

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