ArduPilot / MethodicConfigurator / 30696732819

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refactor(log_analysis): decouple data sources, normalize typing, and harden log parsing

split side-effecting loaders into data_sources.py
add shared log-analysis utilities/types in utils.py
remove ArduCopter hardcode by threading vehicle_type through backend_log_analysis.py
integrate PM validation into log summary output in backend_log_analysis.py
reduce duplicated field guards via base helper in data_model_quality_base.py
move shared param-value lookup usage to utility imports in backend_vehicle_overview.py and data_model_quality_esc.py
preserve firmware extraction behavior while decoupling imports in backend_firmware_version.py
fix pyright dynamic-attribute typing in backend_log_extraction.py

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