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test(local-graph): add comprehensive unit test suite (30/30 passing)
WHAT: - Created backend/tests/local-graph-unit.test.cjs (490 lines, 8 categories) - 30 tests covering all algorithm aspects with 100% pass rate TEST COVERAGE: 1. Graph Construction (5 tests) - Node/edge creation, sentence-order fix validation - Stopword filtering, multi-word concept handling 2. Community Detection (3 tests) - Topic identification, modularity calculation 3. Structural Gap Detection (3 tests) - Disconnected topics, bridge identification 4. Centrality Calculation (3 tests) - Betweenness, normalization, gateway concepts 5. Edge Cases (7 tests) - Empty/single/disconnected inputs, special chars, long text 6. Performance (3 tests) - <100ms typical, <30ms short, resource limits 7. Metrics Validation (4 tests) - Numeric types, finite values, range validation 8. Output Structure (3 tests) - Required fields, property types, raw data VALIDATES PREVIOUS FIXES: - Sentence-order edge construction (position-based sorting) - NaN prevention (division-by-zero guards) - Input validation (type checks, 50KB length cap) RESULTS: - 30/30 tests passing (100% success rate) - Performance: All tests within SLA targets - Evidence: backend/tests/local-graph-unit.test.cjs:1-490 NEXT STEPS: - Telemetry monitoring (48 hours minimum) - Threshold tuning based on production data - Deferred: Options 4-6 from Codex analysis 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
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CHANGELOG.md

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@@ -60,6 +60,26 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
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- Evidence: `backend/tests/graph-lens.test.cjs:323-327` (all tests passing)
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- Reference: `workspace/docs/Obsidian-v2/docs/reference/lenses/GraphLens.md`
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- **local-graph-analysis comprehensive unit tests** (2025-10-30) - Full algorithm test coverage
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- **Purpose:** Validates all local-graph-analysis.cjs algorithm components
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- **Coverage:** 8 test categories with 30 tests (100% pass rate)
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1. Graph Construction (5 tests) - Node/edge sets, sentence ordering, stopword filtering
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2. Community Detection (3 tests) - Topic identification, modularity calculation
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3. Structural Gap Detection (3 tests) - Disconnected topics, bridge identification
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4. Centrality Calculation (3 tests) - Betweenness, normalization, gateway concepts
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5. Edge Cases (7 tests) - Empty/single/disconnected inputs, special chars, long text
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6. Performance (3 tests) - <100ms typical, <30ms short, resource limits
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7. Metrics Validation (4 tests) - Numeric types, finite values, range validation
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8. Output Structure (3 tests) - Required fields, property types, raw data
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- **Validates previous fixes:**
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- Sentence-order edge construction (position-based sorting)
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- NaN prevention (division-by-zero guards)
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- Input validation (type checks, length cap)
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- **Performance validation:** All tests complete within SLA targets
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- **File:** `backend/tests/local-graph-unit.test.cjs` (490 lines, 30 tests)
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- **Evidence:** Test suite output showing 30/30 passing (100% success rate)
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- **Next:** Telemetry monitoring (48 hours), threshold tuning based on production data
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### Documentation
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- **DSPy model export workflow guide** (2025-10-30) - Complete checkpoint-to-production export process
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- Documents 3-file training output (checkpoint.pkl, metadata.json, template.txt)

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