5. Code quality: logging, constants, exceptions, protocols, architecture docs - #10

Merged

Adithya-Thonse merged 10 commits into

TexasInstruments:mainfrom

musicalplatypus:pr/code-quality

Jul 28, 2026

Commits on Jul 28, 2026

Replace print() with logging module across tinyml-modelmaker

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Extract duplicated path resolution from ModelRunner into shared resolve_paths()

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Replace magic strings with named constants

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Replace assert/sys.exit/raise-string with proper exceptions across tinyml-modelmaker

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Add Protocol definitions for component interfaces (ModelRunner, Trainer, etc.)

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Add ARCHITECTURE.md with codebase documentation, diagram, and improvement analysis

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fix: address 5 CodeRabbit findings in pr/code-quality

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docs: update ARCHITECTURE.md to reflect PR stack improvements

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fix: restore TinyMLQuantizationVersion import dropped in resolve_paths refactor
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fix: restore TinyMLQuantizationVersion import in the vision runner too
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