Files
Claude-Code-Workflow/codex-lens/benchmarks/results/compare_2026-02-09_dir_rr_fast4.json
catlog22 4344e79e68 Add benchmark results for fast3 and fast4, implement KeepAliveLspBridge, and add tests for staged strategies
- Added new benchmark result files: compare_2026-02-09_score_fast3.json and compare_2026-02-09_score_fast4.json.
- Implemented KeepAliveLspBridge to maintain a persistent LSP connection across multiple queries, improving performance.
- Created unit tests for staged clustering strategies in test_staged_stage3_fast_strategies.py, ensuring correct behavior of score and dir_rr strategies.
2026-02-09 20:45:29 +08:00

356 lines
16 KiB
JSON

{
"summary": {
"timestamp": "2026-02-09 20:37:28",
"source": "src",
"k": 10,
"coarse_k": 100,
"query_count": 7,
"avg_jaccard_topk": 0.12095811211246858,
"avg_rbo_topk": 0.09594444061244897,
"staged": {
"success": 7,
"avg_latency_ms": 2471.239057132176
},
"dense_rerank": {
"success": 7,
"avg_latency_ms": 3087.217985710927
}
},
"comparisons": [
{
"query": "class Config",
"staged": {
"strategy": "staged",
"query": "class Config",
"latency_ms": 312.2674999535084,
"num_results": 37,
"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\\parsers\\factory.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\lsp\\standalone_manager.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\lsp\\server.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\lsp\\lsp_bridge.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\semantic\\reranker\\litellm_reranker.py"
],
"stage_stats": null,
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "class Config",
"latency_ms": 2672.6916999816895,
"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": 0.045191399425714276,
"staged_unique_files_topk": 10,
"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": 15344.861499994993,
"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": 81.70747756958008,
"stage2_expand_ms": 12762.907266616821,
"stage3_cluster_ms": 0.0021457672119140625,
"stage4_rerank_ms": 2422.7287769317627
},
"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": 2908.5530000030994,
"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": 328.4989999830723,
"num_results": 5,
"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\\standalone_manager.py"
],
"stage_stats": null,
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "LspBridge",
"latency_ms": 3426.8526000082493,
"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": 0.07142857142857142,
"rbo_topk": 0.045191399425714276,
"staged_unique_files_topk": 5,
"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": 359.32230001688004,
"num_results": 11,
"topk_paths": [
"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\\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\\config.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\hybrid_search.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\enrichment.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\graph_expander.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\hybrid_search\\__init__.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\chain_search.py"
],
"stage_stats": null,
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "graph expansion",
"latency_ms": 3472.025099992752,
"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": 0.17647058823529413,
"rbo_topk": 0.06801300374142856,
"staged_unique_files_topk": 10,
"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": 289.3139999806881,
"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\\factory.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\clustering\\__init__.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\clustering\\noop_strategy.py",
"d:\\claude_dms3\\codex-lens\\src\\codexlens\\search\\clustering\\hdbscan_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\\frequency_strategy.py"
],
"stage_stats": null,
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "clustering strategy",
"latency_ms": 2859.5299999713898,
"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": 305.66699999570847,
"num_results": 5,
"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": null,
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "error handling",
"latency_ms": 3101.3711999952793,
"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": 358.74210000038147,
"num_results": 4,
"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"
],
"stage_stats": null,
"error": null
},
"dense_rerank": {
"strategy": "dense_rerank",
"query": "how to parse json",
"latency_ms": 3169.5023000240326,
"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": 0.2727272727272727,
"rbo_topk": 0.18590219827714285,
"staged_unique_files_topk": 4,
"dense_unique_files_topk": 10,
"staged_unique_dirs_topk": 3,
"dense_unique_dirs_topk": 4
}
]
}