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semantica/PR_DESCRIPTION_KG_ENHANCEMENTS.md
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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: Validates GraphBuilder, EntityResolver, GraphValidator, ProvenanceTracker.
    • test_algorithms.py: Covers CentralityCalculator, 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 GraphVisualizer and interactive plotting components.
  • Data Handling:
    • semantica.split: Added test_splitter.py.
    • semantica.parse: Added test_parser.py (with fixes for pathlib mocking).
    • 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_conflicts method in ConflictDetector to unblock pipeline execution failures where this method was missing.
  • Inference Engine: Fixed TypeError: unhashable type: 'dict' by handling unhashable facts in InferenceEngine.
  • Circular Imports: Resolved circular dependency issues in semantic_extract by deferring imports.
  • Test Infrastructure:
    • Fixed test_cookbook_integration.py by mocking MCP server connections (httpx/requests) to prevent WinError 10061.
    • Fixed pathlib.Path mocking issues in parser tests.

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 the resolve_conflicts convenience method.

Verification

  • All new and existing unit tests pass.
  • python -m unittest discover tests/kg runs successfully.
  • Pipeline execution no longer crashes due to missing methods or unhashable types.
  • Fixes pipeline crashes during conflict resolution.
  • Addresses missing test coverage for core KG components.