Files
Claude-Code-Workflow/codex-lens/benchmarks/results/compare_2026-02-09_dir_rr_fast6.json
catlog22 362f354f1c Add benchmark results and tests for LSP graph builder and staged search
- Introduced a new benchmark results file for performance comparison on 2026-02-09.
- Added a test for LspGraphBuilder to ensure it does not expand nodes at maximum depth.
- Created a test for the staged search pipeline to validate fallback behavior when stage 1 returns empty results.
2026-02-09 21:43:13 +08:00

467 lines
20 KiB
JSON

{
"summary": {
"timestamp": "2026-02-09 20:56:02",
"source": "src",
"k": 10,
"coarse_k": 100,
"query_count": 7,
"avg_jaccard_topk": 0.11350467619264612,
"avg_rbo_topk": 0.09062624799510204,
"staged": {
"success": 7,
"avg_latency_ms": 8679.35167142323
},
"dense_rerank": {
"success": 7,
"avg_latency_ms": 3097.294714289052
}
},
"comparisons": [
{
"query": "class Config",
"staged": {
"strategy": "staged",
"query": "class Config",
"latency_ms": 6814.465099990368,
"num_results": 10,
"topk_paths": [
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\path_mapper.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\api\\references.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\index_tree.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\api\\semantic.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\lsp\\server.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\parsers\\factory.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\__init__.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\cli\\commands.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\chain_search.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\watcher\\file_watcher.py"
],
"stage_stats": {
"stage_times": {
"stage1_binary_ms": 85.55030822753906,
"stage1_fallback_search_ms": 197.95989990234375,
"stage2_expand_ms": 3032.4549674987793,
"stage3_cluster_ms": 1.1937618255615234,
"stage4_rerank_ms": 3402.9476642608643
},
"stage_counts": {
"stage1_candidates": 37,
"stage1_fallback_used": 1,
"stage2_expanded": 86,
"stage2_unique_paths": 53,
"stage2_duplicate_paths": 33,
"stage3_clustered": 20,
"stage3_strategy": "dir_rr",
"stage4_reranked": 20
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "class Config",
"latency_ms": 3175.0339000225067,
"num_results": 10,
"topk_paths": [
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\cli\\commands.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\dir_index.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\semantic\\chunker.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\semantic\\vector_store.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\query_parser.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\semantic\\code_extractor.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\cli\\embedding_manager.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\migration_manager.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\registry.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\sqlite_store.py"
],
"stage_stats": null,
"error": null
},
"jaccard_topk": 0.05263157894736842,
"rbo_topk": 0.014635885139999999,
"staged_unique_files_topk": 10,
"dense_unique_files_topk": 10,
"staged_unique_dirs_topk": 8,
"dense_unique_dirs_topk": 4
},
{
"query": "def search",
"staged": {
"strategy": "staged",
"query": "def search",
"latency_ms": 8990.238099992275,
"num_results": 3,
"topk_paths": [
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\cli\\commands.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\entities.py"
],
"stage_stats": {
"stage_times": {
"stage1_binary_ms": 90.6367301940918,
"stage2_expand_ms": 6272.260665893555,
"stage3_cluster_ms": 0.00095367431640625,
"stage4_rerank_ms": 2531.4290523529053
},
"stage_counts": {
"stage1_candidates": 3,
"stage2_expanded": 4,
"stage2_unique_paths": 3,
"stage2_duplicate_paths": 1,
"stage3_clustered": 4,
"stage3_strategy": "dir_rr",
"stage4_reranked": 4
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "def search",
"latency_ms": 3434.4095999896526,
"num_results": 10,
"topk_paths": [
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\cli\\commands.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\query_parser.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\semantic\\vector_store.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\hybrid_search.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\index_tree.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\registry.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\dir_index.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\semantic\\code_extractor.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\chain_search.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\semantic\\chunker.py"
],
"stage_stats": null,
"error": null
},
"jaccard_topk": 0.09090909090909091,
"rbo_topk": 0.23541639942571424,
"staged_unique_files_topk": 2,
"dense_unique_files_topk": 10,
"staged_unique_dirs_topk": 2,
"dense_unique_dirs_topk": 4
},
{
"query": "LspBridge",
"staged": {
"strategy": "staged",
"query": "LspBridge",
"latency_ms": 9296.205000013113,
"num_results": 7,
"topk_paths": [
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\hybrid_search.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\lsp\\keepalive_bridge.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\chain_search.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\lsp\\lsp_bridge.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\lsp\\lsp_graph_builder.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\lsp\\__init__.py"
],
"stage_stats": {
"stage_times": {
"stage1_binary_ms": 86.64774894714355,
"stage1_fallback_search_ms": 163.8650894165039,
"stage2_expand_ms": 6144.1497802734375,
"stage3_cluster_ms": 0.4100799560546875,
"stage4_rerank_ms": 2807.274580001831
},
"stage_counts": {
"stage1_candidates": 5,
"stage1_fallback_used": 1,
"stage2_expanded": 31,
"stage2_unique_paths": 11,
"stage2_duplicate_paths": 20,
"stage3_clustered": 20,
"stage3_strategy": "dir_rr",
"stage4_reranked": 20
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "LspBridge",
"latency_ms": 3043.4417999982834,
"num_results": 10,
"topk_paths": [
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\cli\\commands.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\vector_meta_store.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\graph_expander.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\registry.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\hybrid_search.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\dir_index.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\index_tree.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\sqlite_store.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\semantic\\code_extractor.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\semantic\\chunker.py"
],
"stage_stats": null,
"error": null
},
"jaccard_topk": 0.06666666666666667,
"rbo_topk": 0.045191399425714276,
"staged_unique_files_topk": 6,
"dense_unique_files_topk": 10,
"staged_unique_dirs_topk": 2,
"dense_unique_dirs_topk": 4
},
{
"query": "graph expansion",
"staged": {
"strategy": "staged",
"query": "graph expansion",
"latency_ms": 9086.15110000968,
"num_results": 10,
"topk_paths": [
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\migrations\\migration_007_add_graph_neighbors.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\dir_index.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\lsp\\lsp_graph_builder.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\semantic\\ann_index.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\config.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\cli\\commands.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\graph_expander.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\hybrid_search.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\enrichment.py"
],
"stage_stats": {
"stage_times": {
"stage1_binary_ms": 72.22437858581543,
"stage1_fallback_search_ms": 166.3804054260254,
"stage2_expand_ms": 6179.303169250488,
"stage3_cluster_ms": 0.00095367431640625,
"stage4_rerank_ms": 2575.9027004241943
},
"stage_counts": {
"stage1_candidates": 11,
"stage1_fallback_used": 1,
"stage2_expanded": 16,
"stage2_unique_paths": 13,
"stage2_duplicate_paths": 3,
"stage3_clustered": 16,
"stage3_strategy": "dir_rr",
"stage4_reranked": 16
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "graph expansion",
"latency_ms": 2793.8257000148296,
"num_results": 10,
"topk_paths": [
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\index_tree.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\migration_manager.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\hybrid_search.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\chain_search.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\global_index.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\dir_index.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\registry.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\cli\\commands.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\sqlite_store.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\semantic\\vector_store.py"
],
"stage_stats": null,
"error": null
},
"jaccard_topk": 0.1875,
"rbo_topk": 0.06134116970571428,
"staged_unique_files_topk": 9,
"dense_unique_files_topk": 10,
"staged_unique_dirs_topk": 7,
"dense_unique_dirs_topk": 4
},
{
"query": "clustering strategy",
"staged": {
"strategy": "staged",
"query": "clustering strategy",
"latency_ms": 8401.927499979734,
"num_results": 10,
"topk_paths": [
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\config.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\__init__.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\chain_search.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\clustering\\noop_strategy.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\clustering\\dbscan_strategy.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\clustering\\base.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\clustering\\hdbscan_strategy.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\clustering\\frequency_strategy.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\clustering\\factory.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\clustering\\__init__.py"
],
"stage_stats": {
"stage_times": {
"stage1_binary_ms": 72.67880439758301,
"stage1_fallback_search_ms": 166.71442985534668,
"stage2_expand_ms": 5561.89489364624,
"stage3_cluster_ms": 0.0007152557373046875,
"stage4_rerank_ms": 2517.7178382873535
},
"stage_counts": {
"stage1_candidates": 10,
"stage1_fallback_used": 1,
"stage2_expanded": 10,
"stage2_unique_paths": 10,
"stage2_duplicate_paths": 0,
"stage3_clustered": 10,
"stage3_strategy": "dir_rr",
"stage4_reranked": 10
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "clustering strategy",
"latency_ms": 3192.0045999884605,
"num_results": 10,
"topk_paths": [
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\cli\\commands.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\index_tree.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\hybrid_search.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\semantic\\code_extractor.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\semantic\\vector_store.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\__init__.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\semantic\\gpu_support.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\chain_search.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\enrichment.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\semantic\\chunker.py"
],
"stage_stats": null,
"error": null
},
"jaccard_topk": 0.1111111111111111,
"rbo_topk": 0.04670528456571428,
"staged_unique_files_topk": 10,
"dense_unique_files_topk": 10,
"staged_unique_dirs_topk": 3,
"dense_unique_dirs_topk": 4
},
{
"query": "error handling",
"staged": {
"strategy": "staged",
"query": "error handling",
"latency_ms": 9032.269400000572,
"num_results": 6,
"topk_paths": [
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\lsp\\lsp_bridge.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\semantic\\gpu_support.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\semantic\\rotational_embedder.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\watcher\\manager.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\cli\\commands.py"
],
"stage_stats": {
"stage_times": {
"stage1_binary_ms": 78.59635353088379,
"stage1_fallback_search_ms": 180.96280097961426,
"stage2_expand_ms": 6175.840377807617,
"stage3_cluster_ms": 0.001430511474609375,
"stage4_rerank_ms": 2503.4260749816895
},
"stage_counts": {
"stage1_candidates": 5,
"stage1_fallback_used": 1,
"stage2_expanded": 13,
"stage2_unique_paths": 6,
"stage2_duplicate_paths": 7,
"stage3_clustered": 13,
"stage3_strategy": "dir_rr",
"stage4_reranked": 13
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "error handling",
"latency_ms": 3076.744800001383,
"num_results": 10,
"topk_paths": [
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\__init__.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\registry.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\hybrid_search.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\cli\\commands.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\index_tree.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\dir_index.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\chain_search.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\semantic\\chunker.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\semantic\\code_extractor.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\cli\\embedding_manager.py"
],
"stage_stats": null,
"error": null
},
"jaccard_topk": 0.07142857142857142,
"rbo_topk": 0.045191399425714276,
"staged_unique_files_topk": 5,
"dense_unique_files_topk": 10,
"staged_unique_dirs_topk": 4,
"dense_unique_dirs_topk": 4
},
{
"query": "how to parse json",
"staged": {
"strategy": "staged",
"query": "how to parse json",
"latency_ms": 9134.205499976873,
"num_results": 7,
"topk_paths": [
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\lsp\\standalone_manager.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\hybrid_search.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\chain_search.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\cli\\commands.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\parsers\\factory.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\indexing\\symbol_extractor.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\parsers\\treesitter_parser.py"
],
"stage_stats": {
"stage_times": {
"stage1_binary_ms": 117.79379844665527,
"stage1_fallback_search_ms": 187.53886222839355,
"stage2_expand_ms": 6218.849658966064,
"stage3_cluster_ms": 0.00095367431640625,
"stage4_rerank_ms": 2515.6633853912354
},
"stage_counts": {
"stage1_candidates": 4,
"stage1_fallback_used": 1,
"stage2_expanded": 9,
"stage2_unique_paths": 7,
"stage2_duplicate_paths": 2,
"stage3_clustered": 9,
"stage3_strategy": "dir_rr",
"stage4_reranked": 9
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "how to parse json",
"latency_ms": 2965.6026000082493,
"num_results": 10,
"topk_paths": [
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\cli\\commands.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\chain_search.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\index_tree.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\semantic\\code_extractor.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\dir_index.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\hybrid_search.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\ranking.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\semantic\\chunker.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\sqlite_store.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\semantic\\ann_index.py"
],
"stage_stats": null,
"error": null
},
"jaccard_topk": 0.21428571428571427,
"rbo_topk": 0.18590219827714285,
"staged_unique_files_topk": 7,
"dense_unique_files_topk": 10,
"staged_unique_dirs_topk": 5,
"dense_unique_dirs_topk": 4
}
]
}