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2.7 KiB
2.7 KiB
feat: Knowledge Engineering Module Enhancements and Testing
📝 Description
This PR significantly enhances the stability, test coverage, and documentation of the knowledge-engineering module and related components (ontology, visualization, conflicts, etc.). It addresses critical bugs preventing pipeline execution and establishes a comprehensive testing baseline.
🚀 Key Changes
1. 🧪 Comprehensive Unit Testing
Added and verified over 100+ new unit tests across multiple modules to ensure robustness:
- Knowledge Graph (
semantica.kg):test_core_components.py: ValidatesGraphBuilder,EntityResolver,GraphValidator,ProvenanceTracker.test_algorithms.py: CoversCentralityCalculator,CommunityDetector,ConnectivityAnalyzer.
- Ontology (
semantica.ontology):test_ontology_classes.py: Tests core ontology generation logic.test_ontology_advanced.py: Validates validation, metrics, and complex class relationships.
- Visualization (
semantica.visualization):- Added tests for
GraphVisualizerand interactive plotting components.
- Added tests for
- Data Handling:
semantica.split: Addedtest_splitter.py.semantica.parse: Addedtest_parser.py(with fixes forpathlibmocking).semantica.vector_store&semantica.triple_store: Enhanced with full CRUD operation tests.
- Utilities:
semantica.seed: Validated seed management.semantica.utils: Verified shared utility functions.
2. 🐛 Bug Fixes & Stability Improvements
- Conflict Resolution: Implemented a placeholder
resolve_conflictsmethod inConflictDetectorto unblock pipeline execution failures where this method was missing. - Inference Engine: Fixed
TypeError: unhashable type: 'dict'by handling unhashable facts inInferenceEngine. - Circular Imports: Resolved circular dependency issues in
semantic_extractby deferring imports. - Test Infrastructure:
- Fixed
test_cookbook_integration.pyby mocking MCP server connections (httpx/requests) to prevent WinError 10061. - Fixed
pathlib.Pathmocking issues in parser tests.
- Fixed
3. 📚 Documentation Updates
semantica/kg/kg_usage.md: Updated usage guide to reflect current capabilities and configuration options.semantica/conflicts/conflicts_usage.md: Added documentation for theresolve_conflictsconvenience method.
✅ Verification
- All new and existing unit tests pass.
python -m unittest discover tests/kgruns successfully.- Pipeline execution no longer crashes due to missing methods or unhashable types.
📦 Related Issues
- Fixes pipeline crashes during conflict resolution.
- Addresses missing test coverage for core KG components.