| # Ergonomic Improvements - Final Status | |
| ## ✅ All Major Improvements Completed | |
| ### 1. **Naming Conflict Resolved** ✅ | |
| - **Renamed**: `models.py` → `model_loader.py` | |
| - **Updated**: All imports across codebase | |
| - **Result**: Clear separation, no more workarounds | |
| - **Files Updated**: 12+ files (cli.py, routers, services, scripts) | |
| ### 2. **API Documentation Enabled** ✅ | |
| - **Swagger UI**: `http://localhost:8000/docs` (HTTP 200) | |
| - **ReDoc**: `http://localhost:8000/redoc` | |
| - **OpenAPI Schema**: `http://localhost:8000/openapi.json` | |
| - **Status**: Fully functional | |
| ### 3. **Configuration Management** ✅ | |
| - **File**: `ylff/config.py` | |
| - **Features**: Environment variables, `.env` support, type-safe | |
| - **Settings**: 20+ configurable options | |
| - **Status**: Production-ready | |
| ### 4. **Development Mode** ✅ | |
| - **Flag**: `--dev` for hot reload | |
| - **Usage**: `python -m ylff --api --dev` | |
| - **Status**: Working | |
| ### 5. **Improved Logging** ✅ | |
| - **Formats**: Text (default) and JSON | |
| - **Configuration**: Via `YLFF_LOG_FORMAT` | |
| - **Status**: Production-ready | |
| ### 6. **Import Standardization** ✅ | |
| - **Guidelines**: Documented in `docs/IMPORT_GUIDELINES.md` | |
| - **Patterns**: Clear, consistent import paths | |
| - **Backward Compatibility**: Maintained via `__getattr__` | |
| - **Status**: Complete | |
| ### 7. **Unified Entry Point** ✅ | |
| - **File**: `ylff/app.py` | |
| - **Features**: CLI and API in one place | |
| - **Context Detection**: Automatic mode selection | |
| - **Status**: Working | |
| ## 📊 Final Metrics | |
| - **Total Routes**: 23 API endpoints | |
| - **Routers**: 7 organized modules | |
| - **Services**: 6 business logic modules | |
| - **Utils**: 7 utility modules | |
| - **Import Conflicts**: 0 (resolved) | |
| - **API Docs**: 3 endpoints (/docs, /redoc, /openapi.json) | |
| - **Configuration Options**: 20+ | |
| - **Files Refactored**: 30+ | |
| ## 🎯 Key Achievements | |
| 1. **Zero Naming Conflicts**: `model_loader.py` vs `models/` package | |
| 2. **Clear Import Paths**: Standardized across codebase | |
| 3. **Interactive API Docs**: Swagger UI and ReDoc enabled | |
| 4. **Type-Safe Configuration**: Pydantic Settings with validation | |
| 5. **Developer-Friendly**: Hot reload, clear structure | |
| 6. **Production-Ready**: JSON logging, environment config | |
| ## 📝 Usage | |
| ### Configuration | |
| ```bash | |
| export YLFF_API_PORT=9000 | |
| export YLFF_LOG_LEVEL=DEBUG | |
| export YLFF_PROFILING_ENABLED=true | |
| ``` | |
| ### Development | |
| ```bash | |
| python -m ylff --api --dev | |
| ``` | |
| ### API Documentation | |
| ```bash | |
| # Start server | |
| uvicorn ylff.app:api_app --host 0.0.0.0 --port 8000 | |
| # Visit: | |
| # - http://localhost:8000/docs (Swagger UI) | |
| # - http://localhost:8000/redoc (ReDoc) | |
| ``` | |
| ### Imports | |
| ```python | |
| # ML model utilities | |
| from ylff.model_loader import load_da3_model | |
| # Pydantic API models | |
| from ylff.models import JobResponse | |
| # Services | |
| from ylff.services import BAValidator | |
| # Utils | |
| from ylff.utils.profiler import Profiler | |
| ``` | |
| ## 🚀 Remaining Opportunities (Optional) | |
| 1. **Type Hints**: Add comprehensive type coverage | |
| 2. **Custom Exceptions**: Domain-specific error classes | |
| 3. **API Client SDKs**: Generate from OpenAPI schema | |
| 4. **Testing Utilities**: Helpers for API testing | |
| 5. **CLI Improvements**: Better help, command completion | |
| ## ✨ Summary | |
| The YLFF codebase is now: | |
| - ✅ **Well-organized**: Clear modular structure | |
| - ✅ **Ergonomic**: Easy to use and maintain | |
| - ✅ **Documented**: API docs, import guidelines | |
| - ✅ **Configurable**: Environment-based settings | |
| - ✅ **Developer-Friendly**: Hot reload, clear imports | |
| - ✅ **Production-Ready**: Structured logging, type-safe config | |
| All major ergonomic improvements are complete! 🎉 | |