ruvector/crates/ruvector-graph/tests
rUv cce57de0f4 fix: Address code review issues from gist analysis
## Fixes Applied

### 1. Fabricated Benchmarks
- Rewrote docs/benchmarks/BENCHMARK_COMPARISON.md - removed false "100-4,400x faster" claims
- Fixed benchmarks/graph/src/comparison-runner.ts - removed hardcoded latency multipliers
- Fixed benchmarks/src/results-analyzer.ts - removed simulated histogram data

### 2. Fake Text Embeddings
- Added prominent warnings to agenticdb.rs about hash-based placeholder
- Added compile-time deprecation warning in lib.rs
- Created integration guide with 4 real embedding options (ONNX, Candle, API, Python)

### 3. Incomplete GNN Training
- Implemented Loss::compute() for MSE, CrossEntropy, BinaryCrossEntropy
- Implemented Loss::gradient() for backpropagation
- Added 6 new verification tests

### 4. Distance Function Bugs
- Fixed inverted dequantization formula in ruvector-router-core (was /scale, now *scale)
- Improved scale handling in ruvector-core quantization (now uses average scale)

### 5. Empty Transaction Tests
- Implemented 10+ critical tests: dirty reads, phantom reads, MVCC, deadlock detection
- All 31 transaction tests now passing

Addresses issues from: https://gist.github.com/couzic/93126a1c12b8d77651f93a7805b4bd60

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2025-12-09 00:49:48 +00:00
..
fixtures feat: Add Neo4j-compatible hypergraph database package (ruvector-graph) 2025-11-25 23:11:54 +00:00
compatibility_tests.rs fix: Resolve CI build failures 2025-11-26 15:25:47 +00:00
concurrent_tests.rs fix: Resolve CI build failures 2025-11-26 15:25:47 +00:00
cypher_execution_tests.rs fix: Resolve CI build failures 2025-11-26 15:25:47 +00:00
cypher_parser_integration.rs fix: Resolve CI build failures 2025-11-26 15:25:47 +00:00
cypher_parser_tests.rs fix: Resolve CI build failures 2025-11-26 15:25:47 +00:00
distributed_tests.rs feat: Add Neo4j-compatible hypergraph database package (ruvector-graph) 2025-11-25 23:11:54 +00:00
edge_tests.rs fix: Resolve CI build failures 2025-11-26 15:25:47 +00:00
hyperedge_tests.rs fix: Resolve CI build failures 2025-11-26 15:25:47 +00:00
node_tests.rs fix: Resolve CI build failures 2025-11-26 15:25:47 +00:00
performance_tests.rs fix: Resolve CI build failures 2025-11-26 15:25:47 +00:00
transaction_tests.rs fix: Address code review issues from gist analysis 2025-12-09 00:49:48 +00:00