feat: add orchestrator execution engine, observability panel, and LSP document caching

Wire FlowExecutor into orchestrator routes for actual flow execution with
pause/resume/stop lifecycle management. Add CLI session audit system with
audit-routes backend and Observability tab in IssueHub frontend. Introduce
cli-session-mux for cross-workspace session routing and QueueSendToOrchestrator
UI component. Normalize frontend API response handling for { data: ... }
wrapper format and propagate projectPath through flow hooks.

In codex-lens, add per-server opened-document cache in StandaloneLspManager
to avoid redundant didOpen notifications (using didChange for updates), and
skip warmup delay for already-warmed LSP server instances in ChainSearchEngine.
This commit is contained in:
catlog22
2026-02-11 15:38:33 +08:00
parent d0cdee2e68
commit 5a9e54fd70
35 changed files with 5325 additions and 77 deletions

View File

@@ -0,0 +1,465 @@
{
"summary": {
"timestamp": "2026-02-10 12:23:36",
"source": "src",
"k": 10,
"coarse_k": 100,
"query_count": 7,
"avg_jaccard_topk": 0.12384302205730777,
"avg_rbo_topk": 0.09816673566816325,
"staged": {
"success": 7,
"avg_latency_ms": 3996.4113285754406
},
"dense_rerank": {
"success": 7,
"avg_latency_ms": 2780.485200004918
}
},
"comparisons": [
{
"query": "class Config",
"staged": {
"strategy": "staged",
"query": "class Config",
"latency_ms": 2365.3048999905586,
"num_results": 10,
"topk_paths": [
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\index_tree.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\path_mapper.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\api\\semantic.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\api\\references.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\dir_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\\lsp\\server.py"
],
"stage_stats": {
"stage_times": {
"stage1_binary_ms": 25.228023529052734,
"stage1_fallback_search_ms": 206.0999870300293,
"stage2_expand_ms": 16.644954681396484,
"stage3_cluster_ms": 0.025987625122070312,
"stage4_rerank_ms": 2064.2504692077637
},
"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": "score",
"stage4_reranked": 20
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "class Config",
"latency_ms": 2610.047899991274,
"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": 0.125,
"rbo_topk": 0.06741929885142856,
"staged_unique_files_topk": 8,
"dense_unique_files_topk": 10,
"staged_unique_dirs_topk": 5,
"dense_unique_dirs_topk": 4
},
{
"query": "def search",
"staged": {
"strategy": "staged",
"query": "def search",
"latency_ms": 3723.305599987507,
"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": 31.742334365844727,
"stage2_expand_ms": 2125.1025199890137,
"stage3_cluster_ms": 0.0007152557373046875,
"stage4_rerank_ms": 1511.4071369171143
},
"stage_counts": {
"stage1_candidates": 3,
"stage2_expanded": 4,
"stage2_unique_paths": 3,
"stage2_duplicate_paths": 1,
"stage3_clustered": 4,
"stage3_strategy": "score",
"stage4_reranked": 4
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "def search",
"latency_ms": 2072.4792000055313,
"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": 5251.151299983263,
"num_results": 6,
"topk_paths": [
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\hybrid_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\\search\\chain_search.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\lsp\\keepalive_bridge.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\lsp\\__init__.py"
],
"stage_stats": {
"stage_times": {
"stage1_binary_ms": 32.721757888793945,
"stage1_fallback_search_ms": 195.51420211791992,
"stage2_expand_ms": 2060.0733757019043,
"stage3_cluster_ms": 0.0095367431640625,
"stage4_rerank_ms": 2900.8395671844482
},
"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": "score",
"stage4_reranked": 20
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "LspBridge",
"latency_ms": 1972.8982000350952,
"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": 4101.171400010586,
"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": 29.141902923583984,
"stage1_fallback_search_ms": 234.2982292175293,
"stage2_expand_ms": 2082.4878215789795,
"stage3_cluster_ms": 0.0011920928955078125,
"stage4_rerank_ms": 1698.7183094024658
},
"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": "score",
"stage4_reranked": 16
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "graph expansion",
"latency_ms": 2331.9747000038624,
"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": 4032.0041000247,
"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": 42.098283767700195,
"stage1_fallback_search_ms": 209.6574306488037,
"stage2_expand_ms": 2053.9097785949707,
"stage3_cluster_ms": 0.00095367431640625,
"stage4_rerank_ms": 1665.3883457183838
},
"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": "score",
"stage4_reranked": 10
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "clustering strategy",
"latency_ms": 2026.5661999881268,
"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": 4237.893900036812,
"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": 64.01538848876953,
"stage1_fallback_search_ms": 225.14033317565918,
"stage2_expand_ms": 2116.3012981414795,
"stage3_cluster_ms": 0.0007152557373046875,
"stage4_rerank_ms": 1776.0803699493408
},
"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": "score",
"stage4_reranked": 13
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "error handling",
"latency_ms": 2125.935900002718,
"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": 4264.048099994659,
"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": 31.972646713256836,
"stage1_fallback_search_ms": 235.47840118408203,
"stage2_expand_ms": 2161.5889072418213,
"stage3_cluster_ms": 0.0007152557373046875,
"stage4_rerank_ms": 1768.0847644805908
},
"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": "score",
"stage4_reranked": 9
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "how to parse json",
"latency_ms": 6323.49430000782,
"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
}
]
}

View File

@@ -0,0 +1,467 @@
{
"summary": {
"timestamp": "2026-02-10 12:46:47",
"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": 5670.9065000244545
},
"dense_rerank": {
"success": 7,
"avg_latency_ms": 3047.475757143327
}
},
"comparisons": [
{
"query": "class Config",
"staged": {
"strategy": "staged",
"query": "class Config",
"latency_ms": 2971.5892000496387,
"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": 108.11758041381836,
"stage1_fallback_search_ms": 230.96132278442383,
"stage2_expand_ms": 18.60976219177246,
"stage3_cluster_ms": 1.100301742553711,
"stage4_rerank_ms": 2528.761625289917
},
"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": 2937.113800019026,
"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": 10065.153400033712,
"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": 127.17461585998535,
"stage2_expand_ms": 7361.833810806274,
"stage3_cluster_ms": 0.001430511474609375,
"stage4_rerank_ms": 2472.7542400360107
},
"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": 3059.5018000006676,
"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": 5557.314100056887,
"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": 133.9263916015625,
"stage1_fallback_search_ms": 242.1243190765381,
"stage2_expand_ms": 2106.602430343628,
"stage3_cluster_ms": 0.47016143798828125,
"stage4_rerank_ms": 2967.3829078674316
},
"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": 3157.7918999791145,
"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": 5458.670999974012,
"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": 113.62957954406738,
"stage1_fallback_search_ms": 204.56886291503906,
"stage2_expand_ms": 2166.4509773254395,
"stage3_cluster_ms": 0.0011920928955078125,
"stage4_rerank_ms": 2872.969627380371
},
"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": 2896.5341999828815,
"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": 5028.861099988222,
"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": 111.71293258666992,
"stage1_fallback_search_ms": 192.02208518981934,
"stage2_expand_ms": 2054.065465927124,
"stage3_cluster_ms": 0.0007152557373046875,
"stage4_rerank_ms": 2579.0507793426514
},
"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": 3627.1755999922752,
"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": 5114.356300055981,
"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": 135.76626777648926,
"stage1_fallback_search_ms": 211.12942695617676,
"stage2_expand_ms": 2151.059150695801,
"stage3_cluster_ms": 0.00095367431640625,
"stage4_rerank_ms": 2519.892692565918
},
"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": 2853.594000041485,
"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": 5500.400400012732,
"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": 96.66872024536133,
"stage1_fallback_search_ms": 176.37205123901367,
"stage2_expand_ms": 2137.751340866089,
"stage3_cluster_ms": 0.00095367431640625,
"stage4_rerank_ms": 2991.840124130249
},
"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": 2800.6189999878407,
"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
}
]
}

View File

@@ -0,0 +1,465 @@
{
"summary": {
"timestamp": "2026-02-10 12:52:44",
"source": "src",
"k": 10,
"coarse_k": 100,
"query_count": 7,
"avg_jaccard_topk": 0.13455730777159347,
"avg_rbo_topk": 0.10274807844326529,
"staged": {
"success": 7,
"avg_latency_ms": 4445.262371412346
},
"dense_rerank": {
"success": 7,
"avg_latency_ms": 3327.1750857276575
}
},
"comparisons": [
{
"query": "class Config",
"staged": {
"strategy": "staged",
"query": "class Config",
"latency_ms": 2719.7998999655247,
"num_results": 10,
"topk_paths": [
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\index_tree.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\path_mapper.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\api\\semantic.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\api\\references.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\dir_index.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\cli\\commands.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\cli\\embedding_manager.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\lsp\\server.py"
],
"stage_stats": {
"stage_times": {
"stage1_binary_ms": 33.12373161315918,
"stage1_fallback_search_ms": 230.31878471374512,
"stage2_expand_ms": 22.444486618041992,
"stage3_cluster_ms": 0.06079673767089844,
"stage4_rerank_ms": 2338.5443687438965
},
"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": "path",
"stage4_reranked": 20
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "class Config",
"latency_ms": 2334.8668000102043,
"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": 0.2,
"rbo_topk": 0.09948869827714285,
"staged_unique_files_topk": 8,
"dense_unique_files_topk": 10,
"staged_unique_dirs_topk": 4,
"dense_unique_dirs_topk": 4
},
{
"query": "def search",
"staged": {
"strategy": "staged",
"query": "def search",
"latency_ms": 4470.056899994612,
"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": 28.5646915435791,
"stage2_expand_ms": 2216.57133102417,
"stage3_cluster_ms": 0.001430511474609375,
"stage4_rerank_ms": 2131.246566772461
},
"stage_counts": {
"stage1_candidates": 3,
"stage2_expanded": 4,
"stage2_unique_paths": 3,
"stage2_duplicate_paths": 1,
"stage3_clustered": 4,
"stage3_strategy": "path",
"stage4_reranked": 4
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "def search",
"latency_ms": 2447.341199964285,
"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": 6126.65680000186,
"num_results": 10,
"topk_paths": [
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\hybrid_search.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\lsp\\__init__.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\\keepalive_bridge.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\chain_search.py"
],
"stage_stats": {
"stage_times": {
"stage1_binary_ms": 25.135278701782227,
"stage1_fallback_search_ms": 171.53453826904297,
"stage2_expand_ms": 2094.9013233184814,
"stage3_cluster_ms": 0.024318695068359375,
"stage4_rerank_ms": 3743.204355239868
},
"stage_counts": {
"stage1_candidates": 5,
"stage1_fallback_used": 1,
"stage2_expanded": 31,
"stage2_unique_paths": 11,
"stage2_duplicate_paths": 20,
"stage3_clustered": 11,
"stage3_strategy": "path",
"stage4_reranked": 11
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "LspBridge",
"latency_ms": 9015.508300036192,
"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": 4319.597599953413,
"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": 18.799781799316406,
"stage1_fallback_search_ms": 167.36602783203125,
"stage2_expand_ms": 2101.4957427978516,
"stage3_cluster_ms": 0.00095367431640625,
"stage4_rerank_ms": 1976.8805503845215
},
"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": "path",
"stage4_reranked": 16
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "graph expansion",
"latency_ms": 2356.994699984789,
"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": 4574.691199988127,
"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\\dbscan_strategy.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\clustering\\noop_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": 45.72629928588867,
"stage1_fallback_search_ms": 233.0036163330078,
"stage2_expand_ms": 2068.8536167144775,
"stage3_cluster_ms": 0.0007152557373046875,
"stage4_rerank_ms": 2152.9064178466797
},
"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": "path",
"stage4_reranked": 10
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "clustering strategy",
"latency_ms": 2311.4787000119686,
"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": 4616.5374999940395,
"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": 38.83004188537598,
"stage1_fallback_search_ms": 263.0441188812256,
"stage2_expand_ms": 2070.7976818084717,
"stage3_cluster_ms": 0.00095367431640625,
"stage4_rerank_ms": 2133.629083633423
},
"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": "path",
"stage4_reranked": 13
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "error handling",
"latency_ms": 2337.4413000643253,
"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": 4289.496699988842,
"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": 34.40546989440918,
"stage1_fallback_search_ms": 231.8587303161621,
"stage2_expand_ms": 2068.8445568084717,
"stage3_cluster_ms": 0.0007152557373046875,
"stage4_rerank_ms": 1850.6083488464355
},
"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": "path",
"stage4_reranked": 9
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "how to parse json",
"latency_ms": 2486.594600021839,
"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
}
]
}

View File

@@ -0,0 +1,465 @@
{
"summary": {
"timestamp": "2026-02-10 12:44:24",
"source": "src",
"k": 10,
"coarse_k": 100,
"query_count": 7,
"avg_jaccard_topk": 0.12384302205730777,
"avg_rbo_topk": 0.09816673566816325,
"staged": {
"success": 7,
"avg_latency_ms": 4603.035771421024
},
"dense_rerank": {
"success": 7,
"avg_latency_ms": 2776.139728575945
}
},
"comparisons": [
{
"query": "class Config",
"staged": {
"strategy": "staged",
"query": "class Config",
"latency_ms": 3544.4309000074863,
"num_results": 10,
"topk_paths": [
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\index_tree.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\path_mapper.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\api\\semantic.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\api\\references.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\dir_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\\lsp\\server.py"
],
"stage_stats": {
"stage_times": {
"stage1_binary_ms": 34.082651138305664,
"stage1_fallback_search_ms": 217.52095222473145,
"stage2_expand_ms": 18.847942352294922,
"stage3_cluster_ms": 0.031948089599609375,
"stage4_rerank_ms": 3176.4564514160156
},
"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": "score",
"stage4_reranked": 20
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "class Config",
"latency_ms": 3075.5329999923706,
"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": 0.125,
"rbo_topk": 0.06741929885142856,
"staged_unique_files_topk": 8,
"dense_unique_files_topk": 10,
"staged_unique_dirs_topk": 5,
"dense_unique_dirs_topk": 4
},
{
"query": "def search",
"staged": {
"strategy": "staged",
"query": "def search",
"latency_ms": 4371.493600010872,
"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": 29.517173767089844,
"stage2_expand_ms": 2236.224412918091,
"stage3_cluster_ms": 0.0007152557373046875,
"stage4_rerank_ms": 1998.866319656372
},
"stage_counts": {
"stage1_candidates": 3,
"stage2_expanded": 4,
"stage2_unique_paths": 3,
"stage2_duplicate_paths": 1,
"stage3_clustered": 4,
"stage3_strategy": "score",
"stage4_reranked": 4
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "def search",
"latency_ms": 2334.758200019598,
"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": 4143.470999985933,
"num_results": 6,
"topk_paths": [
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\hybrid_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\\search\\chain_search.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\lsp\\keepalive_bridge.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\lsp\\__init__.py"
],
"stage_stats": {
"stage_times": {
"stage1_binary_ms": 20.66636085510254,
"stage1_fallback_search_ms": 150.6054401397705,
"stage2_expand_ms": 2064.2361640930176,
"stage3_cluster_ms": 0.012159347534179688,
"stage4_rerank_ms": 1838.1483554840088
},
"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": "score",
"stage4_reranked": 20
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "LspBridge",
"latency_ms": 2207.86700001359,
"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": 4234.638899981976,
"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\\lsp\\lsp_graph_builder.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\dir_index.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": 21.48127555847168,
"stage1_fallback_search_ms": 153.59735488891602,
"stage2_expand_ms": 2092.521905899048,
"stage3_cluster_ms": 0.00095367431640625,
"stage4_rerank_ms": 1876.7595291137695
},
"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": "score",
"stage4_reranked": 16
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "graph expansion",
"latency_ms": 2646.9266000390053,
"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": 4778.165899991989,
"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\\dbscan_strategy.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\clustering\\noop_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": 18.590688705444336,
"stage1_fallback_search_ms": 195.90282440185547,
"stage2_expand_ms": 2053.685426712036,
"stage3_cluster_ms": 0.00095367431640625,
"stage4_rerank_ms": 2431.095838546753
},
"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": "score",
"stage4_reranked": 10
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "clustering strategy",
"latency_ms": 2887.1304000020027,
"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": 5823.889799982309,
"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": 109.02619361877441,
"stage1_fallback_search_ms": 196.54059410095215,
"stage2_expand_ms": 2088.4640216827393,
"stage3_cluster_ms": 0.00095367431640625,
"stage4_rerank_ms": 3328.0465602874756
},
"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": "score",
"stage4_reranked": 13
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "error handling",
"latency_ms": 3351.872999995947,
"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": 5325.160299986601,
"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": 216.71128273010254,
"stage1_fallback_search_ms": 295.27878761291504,
"stage2_expand_ms": 2091.4883613586426,
"stage3_cluster_ms": 0.001430511474609375,
"stage4_rerank_ms": 2606.9161891937256
},
"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": "score",
"stage4_reranked": 9
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "how to parse json",
"latency_ms": 2928.889899969101,
"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
}
]
}

View File

@@ -0,0 +1,467 @@
{
"summary": {
"timestamp": "2026-02-11 15:16:08",
"source": "codex-lens\\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": 4507.475014303412
},
"dense_rerank": {
"success": 7,
"avg_latency_ms": 2537.8563000304357
}
},
"comparisons": [
{
"query": "class Config",
"staged": {
"strategy": "staged",
"query": "class Config",
"latency_ms": 2474.800100028515,
"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": 91.76826477050781,
"stage1_fallback_search_ms": 162.45269775390625,
"stage2_expand_ms": 14.957904815673828,
"stage3_cluster_ms": 0.8461475372314453,
"stage4_rerank_ms": 2129.7342777252197
},
"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": 2425.3046000003815,
"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": 5389.070900022984,
"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": 63.6446475982666,
"stage2_expand_ms": 3202.108144760132,
"stage3_cluster_ms": 0.0007152557373046875,
"stage4_rerank_ms": 2011.8708610534668
},
"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": 2465.9148000478745,
"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": 4989.407700002193,
"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": 88.54341506958008,
"stage1_fallback_search_ms": 125.9164810180664,
"stage2_expand_ms": 2063.6398792266846,
"stage3_cluster_ms": 0.3476142883300781,
"stage4_rerank_ms": 2633.7506771087646
},
"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": 2424.8579000234604,
"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": 4771.1614000201225,
"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": 61.426401138305664,
"stage1_fallback_search_ms": 152.01711654663086,
"stage2_expand_ms": 2078.4833431243896,
"stage3_cluster_ms": 0.0007152557373046875,
"stage4_rerank_ms": 2376.2998580932617
},
"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": 2418.981700003147,
"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": 4559.269900023937,
"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": 60.93573570251465,
"stage1_fallback_search_ms": 141.4163112640381,
"stage2_expand_ms": 2032.2721004486084,
"stage3_cluster_ms": 0.0007152557373046875,
"stage4_rerank_ms": 2217.2317504882812
},
"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": 2443.3700000047684,
"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": 4757.269500017166,
"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": 89.56503868103027,
"stage1_fallback_search_ms": 143.58854293823242,
"stage2_expand_ms": 2119.623899459839,
"stage3_cluster_ms": 0.0007152557373046875,
"stage4_rerank_ms": 2303.9650917053223
},
"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": 2431.0521000623703,
"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": 4611.3456000089645,
"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": 74.86128807067871,
"stage1_fallback_search_ms": 137.465238571167,
"stage2_expand_ms": 2086.426019668579,
"stage3_cluster_ms": 0.00095367431640625,
"stage4_rerank_ms": 2218.2157039642334
},
"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": 3155.5130000710487,
"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
}
]
}

View File

@@ -0,0 +1,465 @@
{
"summary": {
"timestamp": "2026-02-11 15:12:41",
"source": "codex-lens\\src",
"k": 10,
"coarse_k": 100,
"query_count": 7,
"avg_jaccard_topk": 0.13455730777159347,
"avg_rbo_topk": 0.10274807844326529,
"staged": {
"success": 7,
"avg_latency_ms": 4532.43382857527
},
"dense_rerank": {
"success": 7,
"avg_latency_ms": 2712.3431142909185
}
},
"comparisons": [
{
"query": "class Config",
"staged": {
"strategy": "staged",
"query": "class Config",
"latency_ms": 2704.6869000196457,
"num_results": 10,
"topk_paths": [
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\index_tree.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\path_mapper.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\api\\semantic.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\api\\references.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\dir_index.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\cli\\commands.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\cli\\embedding_manager.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\lsp\\server.py"
],
"stage_stats": {
"stage_times": {
"stage1_binary_ms": 56.32758140563965,
"stage1_fallback_search_ms": 156.8472385406494,
"stage2_expand_ms": 15.436887741088867,
"stage3_cluster_ms": 0.04291534423828125,
"stage4_rerank_ms": 2388.756513595581
},
"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": "path",
"stage4_reranked": 20
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "class Config",
"latency_ms": 3257.856599986553,
"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": 0.2,
"rbo_topk": 0.09948869827714285,
"staged_unique_files_topk": 8,
"dense_unique_files_topk": 10,
"staged_unique_dirs_topk": 4,
"dense_unique_dirs_topk": 4
},
{
"query": "def search",
"staged": {
"strategy": "staged",
"query": "def search",
"latency_ms": 4347.2081000208855,
"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": 65.37723541259766,
"stage2_expand_ms": 2145.587682723999,
"stage3_cluster_ms": 0.00095367431640625,
"stage4_rerank_ms": 2052.9236793518066
},
"stage_counts": {
"stage1_candidates": 3,
"stage2_expanded": 4,
"stage2_unique_paths": 3,
"stage2_duplicate_paths": 1,
"stage3_clustered": 4,
"stage3_strategy": "path",
"stage4_reranked": 4
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "def search",
"latency_ms": 2642.404200077057,
"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": 4627.254400074482,
"num_results": 10,
"topk_paths": [
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\hybrid_search.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\lsp\\__init__.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\\keepalive_bridge.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\chain_search.py"
],
"stage_stats": {
"stage_times": {
"stage1_binary_ms": 96.67634963989258,
"stage1_fallback_search_ms": 162.25123405456543,
"stage2_expand_ms": 2071.5224742889404,
"stage3_cluster_ms": 0.018835067749023438,
"stage4_rerank_ms": 2211.8191719055176
},
"stage_counts": {
"stage1_candidates": 5,
"stage1_fallback_used": 1,
"stage2_expanded": 31,
"stage2_unique_paths": 11,
"stage2_duplicate_paths": 20,
"stage3_clustered": 11,
"stage3_strategy": "path",
"stage4_reranked": 11
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "LspBridge",
"latency_ms": 2479.5284999608994,
"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": 4663.639899969101,
"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\\lsp\\lsp_graph_builder.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\dir_index.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": 82.36384391784668,
"stage1_fallback_search_ms": 158.2353115081787,
"stage2_expand_ms": 2087.8846645355225,
"stage3_cluster_ms": 0.00095367431640625,
"stage4_rerank_ms": 2249.4378089904785
},
"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": "path",
"stage4_reranked": 16
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "graph expansion",
"latency_ms": 2455.024599969387,
"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": 6402.90189999342,
"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\\dbscan_strategy.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\clustering\\noop_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": 44.295310974121094,
"stage1_fallback_search_ms": 127.30145454406738,
"stage2_expand_ms": 2030.930995941162,
"stage3_cluster_ms": 0.00095367431640625,
"stage4_rerank_ms": 4132.822036743164
},
"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": "path",
"stage4_reranked": 10
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "clustering strategy",
"latency_ms": 3286.4142000079155,
"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": 4532.2757999897,
"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": 85.02960205078125,
"stage1_fallback_search_ms": 146.46339416503906,
"stage2_expand_ms": 2071.5532302856445,
"stage3_cluster_ms": 0.00095367431640625,
"stage4_rerank_ms": 2140.7644748687744
},
"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": "path",
"stage4_reranked": 13
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "error handling",
"latency_ms": 2349.7827999591827,
"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": 4449.06979995966,
"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": 67.15631484985352,
"stage1_fallback_search_ms": 148.30541610717773,
"stage2_expand_ms": 2069.3678855895996,
"stage3_cluster_ms": 0.0007152557373046875,
"stage4_rerank_ms": 2097.882032394409
},
"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": "path",
"stage4_reranked": 9
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "how to parse json",
"latency_ms": 2515.3909000754356,
"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
}
]
}

View File

@@ -0,0 +1,465 @@
{
"summary": {
"timestamp": "2026-02-11 15:14:25",
"source": "codex-lens\\src",
"k": 10,
"coarse_k": 100,
"query_count": 7,
"avg_jaccard_topk": 0.12384302205730777,
"avg_rbo_topk": 0.09816673566816325,
"staged": {
"success": 7,
"avg_latency_ms": 4538.7477714674815
},
"dense_rerank": {
"success": 7,
"avg_latency_ms": 2568.1517999768257
}
},
"comparisons": [
{
"query": "class Config",
"staged": {
"strategy": "staged",
"query": "class Config",
"latency_ms": 2546.395000040531,
"num_results": 10,
"topk_paths": [
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\index_tree.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\path_mapper.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\api\\semantic.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\api\\references.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\storage\\dir_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\\lsp\\server.py"
],
"stage_stats": {
"stage_times": {
"stage1_binary_ms": 70.5413818359375,
"stage1_fallback_search_ms": 165.39907455444336,
"stage2_expand_ms": 15.58542251586914,
"stage3_cluster_ms": 0.020265579223632812,
"stage4_rerank_ms": 2209.89727973938
},
"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": "score",
"stage4_reranked": 20
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "class Config",
"latency_ms": 2610.328099966049,
"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": 0.125,
"rbo_topk": 0.06741929885142856,
"staged_unique_files_topk": 8,
"dense_unique_files_topk": 10,
"staged_unique_dirs_topk": 5,
"dense_unique_dirs_topk": 4
},
{
"query": "def search",
"staged": {
"strategy": "staged",
"query": "def search",
"latency_ms": 4569.872200012207,
"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": 96.31776809692383,
"stage2_expand_ms": 2299.86310005188,
"stage3_cluster_ms": 0.0007152557373046875,
"stage4_rerank_ms": 2094.2182540893555
},
"stage_counts": {
"stage1_candidates": 3,
"stage2_expanded": 4,
"stage2_unique_paths": 3,
"stage2_duplicate_paths": 1,
"stage3_clustered": 4,
"stage3_strategy": "score",
"stage4_reranked": 4
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "def search",
"latency_ms": 2509.9732999801636,
"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": 5064.990800082684,
"num_results": 6,
"topk_paths": [
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\hybrid_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\\search\\chain_search.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\lsp\\keepalive_bridge.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\lsp\\__init__.py"
],
"stage_stats": {
"stage_times": {
"stage1_binary_ms": 86.1806869506836,
"stage1_fallback_search_ms": 150.21824836730957,
"stage2_expand_ms": 2080.6803703308105,
"stage3_cluster_ms": 0.011682510375976562,
"stage4_rerank_ms": 2663.7954711914062
},
"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": "score",
"stage4_reranked": 20
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "LspBridge",
"latency_ms": 2778.6906000375748,
"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": 4816.586899995804,
"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": 79.48184013366699,
"stage1_fallback_search_ms": 158.03027153015137,
"stage2_expand_ms": 2087.271213531494,
"stage3_cluster_ms": 0.0007152557373046875,
"stage4_rerank_ms": 2410.567283630371
},
"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": "score",
"stage4_reranked": 16
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "graph expansion",
"latency_ms": 2692.1504999399185,
"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": 4494.9805000424385,
"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\\dbscan_strategy.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\clustering\\noop_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": 40.569305419921875,
"stage1_fallback_search_ms": 141.06035232543945,
"stage2_expand_ms": 2043.9364910125732,
"stage3_cluster_ms": 0.00095367431640625,
"stage4_rerank_ms": 2198.4200477600098
},
"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": "score",
"stage4_reranked": 10
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "clustering strategy",
"latency_ms": 2474.2726999521255,
"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": 5652.523400068283,
"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": 87.34393119812012,
"stage1_fallback_search_ms": 149.7325897216797,
"stage2_expand_ms": 2072.728157043457,
"stage3_cluster_ms": 0.00095367431640625,
"stage4_rerank_ms": 3190.687894821167
},
"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": "score",
"stage4_reranked": 13
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "error handling",
"latency_ms": 2481.709800004959,
"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": 4625.885600030422,
"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": 92.83590316772461,
"stage1_fallback_search_ms": 147.12858200073242,
"stage2_expand_ms": 2061.2568855285645,
"stage3_cluster_ms": 0.0011920928955078125,
"stage4_rerank_ms": 2246.800184249878
},
"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": "score",
"stage4_reranked": 9
}
},
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "how to parse json",
"latency_ms": 2429.9375999569893,
"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
}
]
}

View File

@@ -58,6 +58,10 @@ class ServerState:
restart_count: int = 0
# Queue for producer-consumer pattern - continuous reading puts messages here
message_queue: asyncio.Queue = field(default_factory=asyncio.Queue)
# Track opened documents to avoid redundant didOpen spam (and unnecessary delays).
# Key: document URI -> (version, file_mtime)
opened_documents: Dict[str, Tuple[int, float]] = field(default_factory=dict)
opened_documents_lock: asyncio.Lock = field(default_factory=asyncio.Lock)
class StandaloneLspManager:
@@ -836,28 +840,66 @@ class StandaloneLspManager:
file_path = self._normalize_file_path(file_path)
resolved_path = Path(file_path).resolve()
# Fast path: already opened and unchanged (per-server cache).
try:
content = resolved_path.read_text(encoding="utf-8")
except Exception as e:
logger.error(f"Failed to read file {file_path}: {e}")
return
uri = resolved_path.as_uri()
except Exception:
uri = ""
# Detect language ID from extension
language_id = self.get_language_id(file_path) or "plaintext"
try:
file_mtime = float(resolved_path.stat().st_mtime)
except Exception:
file_mtime = 0.0
logger.debug(f"Opening document: {resolved_path.name} ({len(content)} chars)")
await self._send_notification(state, "textDocument/didOpen", {
"textDocument": {
"uri": resolved_path.as_uri(),
"languageId": language_id,
"version": 1,
"text": content,
}
})
# Serialize open/change notifications per server to avoid races when
# multiple concurrent LSP requests target the same file.
async with state.opened_documents_lock:
existing = state.opened_documents.get(uri) if uri else None
if existing is not None and existing[1] == file_mtime:
return
# Give the language server a brief moment to process the file
# The message queue handles any server requests automatically
await asyncio.sleep(0.5)
try:
content = resolved_path.read_text(encoding="utf-8")
except Exception as e:
logger.error(f"Failed to read file {file_path}: {e}")
return
# Detect language ID from extension
language_id = self.get_language_id(file_path) or "plaintext"
# Send didOpen only once per document; subsequent changes use didChange.
if existing is None:
version = 1
logger.debug(f"Opening document: {resolved_path.name} ({len(content)} chars)")
await self._send_notification(
state,
"textDocument/didOpen",
{
"textDocument": {
"uri": uri or resolved_path.as_uri(),
"languageId": language_id,
"version": version,
"text": content,
}
},
)
else:
version = int(existing[0]) + 1
logger.debug(f"Updating document: {resolved_path.name} ({len(content)} chars)")
await self._send_notification(
state,
"textDocument/didChange",
{
"textDocument": {
"uri": uri or resolved_path.as_uri(),
"version": version,
},
"contentChanges": [{"text": content}],
},
)
if uri:
state.opened_documents[uri] = (version, file_mtime)
# ========== Public LSP Methods ==========

View File

@@ -169,6 +169,9 @@ class ChainSearchEngine:
self._realtime_lsp_keepalive_lock = threading.RLock()
self._realtime_lsp_keepalive = None
self._realtime_lsp_keepalive_key = None
# Track which (workspace_root, config_file) pairs have already been warmed up.
# This avoids paying the warmup sleep on every query when using keep-alive LSP servers.
self._realtime_lsp_warmed_ids: set[tuple[str, str | None]] = set()
def _get_executor(self, max_workers: Optional[int] = None) -> ThreadPoolExecutor:
"""Get or create the shared thread pool executor.
@@ -1609,16 +1612,18 @@ class ChainSearchEngine:
if not seed_nodes:
return coarse_results
effective_warmup_s = warmup_s
async def expand_graph(bridge: LspBridge):
# Warm up analysis: open seed docs and wait a bit so references/call hierarchy are populated.
if warmup_s > 0:
if effective_warmup_s > 0:
for seed in seed_nodes[:3]:
try:
await bridge.get_document_symbols(seed.file_path)
except Exception:
continue
try:
warmup_budget = min(warmup_s, max(0.0, timeout_s * 0.1))
warmup_budget = min(effective_warmup_s, max(0.0, timeout_s * 0.1))
await asyncio.sleep(min(warmup_budget, max(0.0, timeout_s - 0.5)))
except Exception:
pass
@@ -1659,7 +1664,10 @@ class ChainSearchEngine:
config_file=str(lsp_config_file) if lsp_config_file else None,
timeout=float(timeout_s),
)
warm_id = (key.workspace_root, key.config_file)
with self._realtime_lsp_keepalive_lock:
if warm_id in self._realtime_lsp_warmed_ids:
effective_warmup_s = 0.0
keepalive = self._realtime_lsp_keepalive
if keepalive is None or self._realtime_lsp_keepalive_key != key:
if keepalive is not None:
@@ -1676,6 +1684,8 @@ class ChainSearchEngine:
self._realtime_lsp_keepalive_key = key
graph = keepalive.run(expand_graph, timeout=timeout_s)
with self._realtime_lsp_keepalive_lock:
self._realtime_lsp_warmed_ids.add(warm_id)
except Exception as exc:
self.logger.debug("Stage 2 (realtime) expansion failed: %r", exc)
return coarse_results

View File

@@ -0,0 +1,87 @@
from __future__ import annotations
import asyncio
import time
from pathlib import Path
from types import SimpleNamespace
from unittest.mock import AsyncMock, MagicMock
import pytest
from codexlens.lsp.standalone_manager import ServerConfig, ServerState, StandaloneLspManager
@pytest.mark.asyncio
async def test_open_document_skips_when_unchanged(tmp_path: Path, monkeypatch: pytest.MonkeyPatch) -> None:
target = tmp_path / "a.py"
target.write_text("print('hi')\n", encoding="utf-8")
manager = StandaloneLspManager(workspace_root=str(tmp_path))
# Make language detection deterministic.
manager._extension_map["py"] = "python" # type: ignore[attr-defined]
cfg = ServerConfig(
language_id="python",
display_name="Pyright",
extensions=["py"],
command=["pyright-langserver", "--stdio"],
)
# ServerState requires reader/writer/process, but _open_document only uses writer via _send_notification.
dummy_process = SimpleNamespace(returncode=None)
dummy_reader = asyncio.StreamReader()
dummy_writer = MagicMock()
state = ServerState(config=cfg, process=dummy_process, reader=dummy_reader, writer=dummy_writer)
sent: list[str] = []
async def _send_notification(_state, method: str, _params):
sent.append(method)
monkeypatch.setattr(manager, "_send_notification", _send_notification)
await manager._open_document(state, str(target)) # type: ignore[attr-defined]
await manager._open_document(state, str(target)) # unchanged: should be skipped
assert sent.count("textDocument/didOpen") == 1
assert "textDocument/didChange" not in sent
@pytest.mark.asyncio
async def test_open_document_sends_did_change_on_mtime_change(tmp_path: Path, monkeypatch: pytest.MonkeyPatch) -> None:
target = tmp_path / "a.py"
target.write_text("print('hi')\n", encoding="utf-8")
manager = StandaloneLspManager(workspace_root=str(tmp_path))
manager._extension_map["py"] = "python" # type: ignore[attr-defined]
cfg = ServerConfig(
language_id="python",
display_name="Pyright",
extensions=["py"],
command=["pyright-langserver", "--stdio"],
)
dummy_process = SimpleNamespace(returncode=None)
dummy_reader = asyncio.StreamReader()
dummy_writer = MagicMock()
state = ServerState(config=cfg, process=dummy_process, reader=dummy_reader, writer=dummy_writer)
sent: list[str] = []
async def _send_notification(_state, method: str, _params):
sent.append(method)
monkeypatch.setattr(manager, "_send_notification", _send_notification)
await manager._open_document(state, str(target)) # type: ignore[attr-defined]
# Ensure filesystem mtime changes (Windows can have coarse resolution).
time.sleep(0.02)
target.write_text("print('changed')\n", encoding="utf-8")
await manager._open_document(state, str(target)) # changed -> didChange
assert sent.count("textDocument/didOpen") == 1
assert sent.count("textDocument/didChange") == 1