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… conflicts - Implement comprehensive 4-phase UI/UX improvements - Add professional white backgrounds and consistent styling - Improve panel sizing and radar chart visualization - Remove live assessment section for cleaner interface - Enhance responsive design with Bootstrap components - Add Font Awesome icons and modern styling - Fix model loading and import path issues - Rename dashboard directory structure to resolve mypy conflicts - Fix import path in main.py with proper sys.path configuration - Add mypy configuration to pyproject.toml for explicit package bases
- Fixed test_layout_components.py format_prediction_result API to expect dbc.Card - Fixed test_model_loader.py to match actual ModelLoader API (model_name, not model_path) - Fixed test_integration.py to handle graceful fallback to dummy models - Fixed test_dash_application.py create_app function signature expectations - All 98 tests now passing including 93 dashboard tests - Tests use proper mock strategies and match actual implementation APIs
- Fixed import sorting in callbacks.py and test_layout_components.py - Removed unused imports: dash_table and plotly.graph_objects from callbacks.py - Fixed unused variable 'app' in test_dash_application.py - All linting checks now pass with no errors - Code formatting is clean and consistent - All 98 tests continue to pass
…ecks - Updated 'make lint' to match test.yml: check entire repo and include format checking - Added 'make typecheck' for mypy type checking - Added 'make security' for bandit security scanning - Added 'make check-all' that runs all quality checks (lint, typecheck, security) - Fixed linting issues in docs/enhanced_layout_example.py - Updated help text to reflect new commands - Makefile now fully aligned with CI workflow in test.yml - All 98 tests continue to pass
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
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Pull Request Overview
This pull request adds extensive testing for the Dash application, refactors data loading to use a centralized Paths enum, updates configuration parameters, and enhances the model loader to recognize multiple naming patterns for ensemble models.
- Added comprehensive test suites under
tests/dash_app/for layout components, callbacks, integration, and functional behaviors - Refactored
src/modules/data_loader.pyto usePathsenum values and updatedsrc/modules/config.pyaccordingly - Extended
dash_app/dashboard/model_loader.pyto handle both"ensemble"and"ensemble_model"names
Reviewed Changes
Copilot reviewed 33 out of 38 changed files in this pull request and generated no comments.
Show a summary per file
| File | Description |
|---|---|
| tests/dash_app/test_model_loader.py | New tests for ModelLoader initialization and behavior |
| src/modules/data_loader.py | Switched file paths to use Paths enum values |
| src/modules/config.py | Updated Paths enum—but introduced a spelling typo |
| dash_app/dashboard/model_loader.py | Enhanced ensemble model naming logic |
| dash_app/main.py | Added runtime sys.path adjustment for module imports |
Comments suppressed due to low confidence (2)
src/modules/config.py:26
- The filename 'personality_datasert.csv' is misspelled; it should be 'personality_dataset.csv' to match the actual dataset file name.
PERSONALITY_DATASET_CSV = DATA_DIR / "personality_datasert.csv"
dash_app/main.py:10
- [nitpick] Modifying
sys.pathat runtime can lead to maintenance and import ambiguity; consider installing the package or using entry points to handle imports instead.
sys.path.insert(0, str(project_root))
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