From 66d193995151988c1912a428406a344ede09ca5e Mon Sep 17 00:00:00 2001 From: rchiodo <19672699+rchiodo@users.noreply.github.com> Date: Sun, 13 Sep 2026 06:11:25 +0000 Subject: [PATCH] Update benchmark results from workflow runner --- latest-results.md | 322 +- ...lsp-mypy-20260913T060637Z-responses.jsonl} | 4 +- ....json => pylsp-mypy-20260913T060637Z.json} | 2780 +++---- ... pyrefly-20260913T060637Z-responses.jsonl} | 0 ...55Z.json => pyrefly-20260913T060637Z.json} | 6612 ++++++++--------- ... pyright-20260913T060637Z-responses.jsonl} | 0 ...55Z.json => pyright-20260913T060637Z.json} | 2740 +++---- latest-results/summary-20260912T060455Z.csv | 132 - latest-results/summary-20260913T060637Z.csv | 132 + ...55Z.json => summary-20260913T060637Z.json} | 10 +- ...060455Z.md => summary-20260913T060637Z.md} | 322 +- ...nl => ty-20260913T060637Z-responses.jsonl} | 0 ...T060455Z.json => ty-20260913T060637Z.json} | 2740 +++---- 13 files changed, 7897 insertions(+), 7897 deletions(-) rename latest-results/{pylsp-mypy-20260912T060455Z-responses.jsonl => pylsp-mypy-20260913T060637Z-responses.jsonl} (97%) rename latest-results/{pylsp-mypy-20260912T060455Z.json => pylsp-mypy-20260913T060637Z.json} (90%) rename latest-results/{pyrefly-20260912T060455Z-responses.jsonl => pyrefly-20260913T060637Z-responses.jsonl} (100%) rename latest-results/{pyrefly-20260912T060455Z.json => pyrefly-20260913T060637Z.json} (91%) rename latest-results/{pyright-20260912T060455Z-responses.jsonl => pyright-20260913T060637Z-responses.jsonl} (100%) rename latest-results/{pyright-20260912T060455Z.json => pyright-20260913T060637Z.json} (90%) delete mode 100644 latest-results/summary-20260912T060455Z.csv create mode 100644 latest-results/summary-20260913T060637Z.csv rename latest-results/{summary-20260912T060455Z.json => summary-20260913T060637Z.json} (93%) rename latest-results/{summary-20260912T060455Z.md => summary-20260913T060637Z.md} (60%) rename latest-results/{ty-20260912T060455Z-responses.jsonl => ty-20260913T060637Z-responses.jsonl} (100%) rename latest-results/{ty-20260912T060455Z.json => ty-20260913T060637Z.json} (90%) diff --git a/latest-results.md b/latest-results.md index 43d8256..1a3b3c8 100644 --- a/latest-results.md +++ b/latest-results.md @@ -1,8 +1,8 @@ # Python LSP Benchmark Comparison -Generated from `results/bench-servers/summary-20260912T060455Z.json` +Generated from `results/bench-servers/summary-20260913T060637Z.json` -- Generated at: 20260912T060455Z +- Generated at: 20260913T060637Z - Config: `github-releases` - Servers: pyright, ty, pyrefly, pylsp-mypy - Baseline server: Pyright (pyright) @@ -30,10 +30,10 @@ Generated from `results/bench-servers/summary-20260912T060455Z.json` | Server | Success | Benchmarks | Wall clock ms | Avg measured ms | Measured requests | Non-empty % | Failed points | | --- | --- | --- | ---: | ---: | ---: | ---: | ---: | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 6 | 4824.55 | 3.90 | 150 | 100% | 0 | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | no | 8 | 16364.27 | 36.72 | 205 | 97% | 2 | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 6 | 38374.25 | 73.80 | 150 | 97% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | no | 6 | 220485.23 | 374.47 | 150 | 80% | 5 | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 6 | 4873.13 | 3.82 | 150 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | no | 8 | 15468.71 | 35.87 | 205 | 97% | 2 | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 6 | 35098.62 | 64.82 | 150 | 97% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | no | 6 | 167484.73 | 282.33 | 150 | 80% | 5 | *Wall clock ms includes server startup, warmup iterations, and shutdown — but excludes one-time environment creation and dependency installation.* @@ -41,10 +41,10 @@ Generated from `results/bench-servers/summary-20260912T060455Z.json` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 395.80 | 3.31 | 5 | 25 | 100% | 0 | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 1147.19 | 25.89 | 5 | 25 | 100% | 0 | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 4628.09 | 80.21 | 5 | 25 | 100% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | no | 7859.90 | 113.79 | 5 | 25 | 80% | 1 | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 388.14 | 3.16 | 5 | 25 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 1148.36 | 28.85 | 5 | 25 | 100% | 0 | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 4617.76 | 81.02 | 5 | 25 | 100% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | no | 6969.36 | 98.45 | 5 | 25 | 80% | 1 | ### dataframe completion @@ -52,10 +52,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 1.60 | 1.70 | 100% | 223.00 | +22.00 | pass | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 6.32 | 9.74 | 100% | 201.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 94.67 | 375.82 | 100% | 250.00 | +49.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 213.77 | 460.56 | 100% | 188.00 | -13.00 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 1.65 | 1.82 | 100% | 223.00 | +22.00 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 6.56 | 10.28 | 100% | 201.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 81.93 | 317.24 | 100% | 250.00 | +49.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 176.29 | 389.01 | 100% | 188.00 | -13.00 | pass | ### dataframe describe hover @@ -63,10 +63,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 0.32 | 0.33 | 100% | 4232.00 | +213.00 | pass | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 1.05 | 1.40 | 100% | 4019.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 2.48 | 2.70 | 100% | 3182.00 | -837.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 180.72 | 185.18 | 100% | 4134.00 | +115.00 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 0.25 | 0.28 | 100% | 4232.00 | +213.00 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 1.24 | 1.51 | 100% | 4019.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 3.64 | 7.29 | 100% | 3182.00 | -837.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 159.73 | 162.36 | 100% | 4134.00 | +115.00 | pass | ### summarize definition @@ -74,10 +74,10 @@ Method: `textDocument/definition` | Server | Success | Mean ms | P95 ms | Non-empty % | Definitions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 0.22 | 0.23 | 100% | 1.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 0.23 | 0.26 | 100% | 1.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 0.39 | 0.43 | 100% | 1.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 1.09 | 1.12 | 100% | 1.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 0.16 | 0.18 | 100% | 1.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 0.20 | 0.31 | 100% | 1.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 0.44 | 0.53 | 100% | 1.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 1.03 | 1.16 | 100% | 1.00 | 0.00 | pass | ### edit array then complete (edit+completion) @@ -85,10 +85,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | no | 4.41 | 4.65 | 0% | 0.00 | -168.00 | fail (10) | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 10.51 | 13.49 | 100% | 168.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 25.91 | 32.01 | 100% | 149.00 | -19.00 | pass | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 361.56 | 479.82 | 100% | 168.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | no | 3.84 | 4.18 | 0% | 0.00 | -168.00 | fail (10) | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 10.21 | 12.06 | 100% | 168.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 39.35 | 46.11 | 100% | 149.00 | -19.00 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 365.89 | 525.78 | 100% | 168.00 | 0.00 | pass | ### edit array then hover (edit+hover) @@ -96,10 +96,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 3.88 | 4.57 | 100% | 267.00 | -11.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 6.16 | 15.50 | 100% | 2546.00 | +2268.00 | pass | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 31.72 | 34.84 | 100% | 278.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 168.93 | 174.50 | 100% | 5662.00 | +5384.00 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 3.50 | 3.79 | 100% | 267.00 | -11.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 19.16 | 62.96 | 100% | 2546.00 | +2268.00 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 30.99 | 34.13 | 100% | 278.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 151.36 | 153.20 | 100% | 5662.00 | +5384.00 | pass | ### Result Differences @@ -112,10 +112,10 @@ Method: `textDocument/hover` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 248.94 | 2.52 | 5 | 25 | 100% | 0 | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 306.30 | 4.68 | 5 | 25 | 100% | 0 | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 1459.34 | 14.44 | 5 | 25 | 100% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 7778.46 | 175.05 | 5 | 25 | 100% | 0 | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 246.31 | 2.41 | 5 | 25 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 295.57 | 4.69 | 5 | 25 | 100% | 0 | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 1342.03 | 13.36 | 5 | 25 | 100% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 6720.81 | 147.25 | 5 | 25 | 100% | 0 | ### queryset completion @@ -123,10 +123,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 4.61 | 7.30 | 100% | 10.00 | 0.00 | pass | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 4.91 | 7.42 | 100% | 261.00 | +251.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 15.62 | 61.00 | 100% | 15.00 | +5.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 213.00 | 655.62 | 100% | 2.00 | -8.00 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 4.46 | 7.08 | 100% | 10.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 4.83 | 6.89 | 100% | 261.00 | +251.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 15.04 | 59.18 | 100% | 15.00 | +5.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 167.82 | 514.12 | 100% | 2.00 | -8.00 | pass | ### queryset filter hover @@ -134,10 +134,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 0.23 | 0.24 | 100% | 46.00 | -11.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 0.27 | 0.30 | 100% | 298.00 | +241.00 | pass | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 0.53 | 0.57 | 100% | 57.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 157.06 | 161.96 | 100% | 57.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 0.18 | 0.21 | 100% | 46.00 | -11.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 0.22 | 0.28 | 100% | 298.00 | +241.00 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 0.54 | 0.58 | 100% | 57.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 141.14 | 143.18 | 100% | 57.00 | 0.00 | pass | ### model definition @@ -145,10 +145,10 @@ Method: `textDocument/definition` | Server | Success | Mean ms | P95 ms | Non-empty % | Definitions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 0.20 | 0.21 | 100% | 1.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 0.22 | 0.24 | 100% | 1.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 0.37 | 0.41 | 100% | 1.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 1.07 | 1.12 | 100% | 1.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 0.15 | 0.17 | 100% | 1.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 0.17 | 0.18 | 100% | 1.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 0.32 | 0.36 | 100% | 1.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 1.01 | 1.10 | 100% | 1.00 | 0.00 | pass | ### edit queryset then complete (edit+completion) @@ -156,10 +156,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 4.36 | 4.68 | 100% | 104.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 5.85 | 13.77 | 100% | 83.00 | -21.00 | pass | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 27.34 | 31.19 | 100% | 104.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 257.37 | 300.16 | 100% | 143.00 | +39.00 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 4.35 | 4.89 | 100% | 104.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 6.55 | 20.85 | 100% | 83.00 | -21.00 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 26.13 | 29.58 | 100% | 104.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 213.85 | 243.54 | 100% | 143.00 | +39.00 | pass | ### edit queryset then hover (edit+hover) @@ -167,10 +167,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 1.45 | 3.83 | 100% | 858.00 | +775.00 | pass | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 2.88 | 2.95 | 100% | 100.00 | +17.00 | pass | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 39.32 | 47.01 | 100% | 83.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 246.74 | 248.11 | 100% | 71.00 | -12.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 1.49 | 4.30 | 100% | 858.00 | +775.00 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 2.57 | 2.59 | 100% | 100.00 | +17.00 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 35.38 | 41.33 | 100% | 83.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 212.42 | 213.65 | 100% | 71.00 | -12.00 | pass | ### Result Differences @@ -183,10 +183,10 @@ Method: `textDocument/hover` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 818.88 | 7.58 | 5 | 25 | 100% | 0 | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 1150.11 | 28.25 | 5 | 25 | 100% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 8014.60 | 141.28 | 5 | 25 | 100% | 0 | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 11474.68 | 183.83 | 5 | 25 | 100% | 0 | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 831.76 | 7.68 | 5 | 25 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 1055.64 | 25.85 | 5 | 25 | 100% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 7050.15 | 119.75 | 5 | 25 | 100% | 0 | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 9583.78 | 136.53 | 5 | 25 | 100% | 0 | ### report dataframe completion @@ -194,10 +194,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 18.36 | 21.26 | 100% | 1000.00 | +728.80 | pass | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 84.49 | 283.35 | 100% | 271.20 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 84.52 | 333.25 | 100% | 16.00 | -255.20 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 100.14 | 242.49 | 100% | 6.00 | -265.20 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 19.16 | 23.04 | 100% | 1000.00 | +728.80 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 47.06 | 63.83 | 100% | 6.00 | -265.20 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 73.09 | 242.60 | 100% | 271.20 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 84.31 | 336.34 | 100% | 16.00 | -255.20 | pass | ### dataframe groupby hover @@ -205,10 +205,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 0.25 | 0.27 | 100% | 329.00 | -21.00 | pass | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 0.74 | 0.80 | 100% | 350.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 4.07 | 5.88 | 100% | 2759.00 | +2409.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 190.93 | 192.50 | 100% | 301.00 | -49.00 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 0.23 | 0.29 | 100% | 329.00 | -21.00 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 0.67 | 0.74 | 100% | 350.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 2.39 | 2.57 | 100% | 2759.00 | +2409.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 173.47 | 176.20 | 100% | 301.00 | -49.00 | pass | ### build report definition @@ -216,10 +216,10 @@ Method: `textDocument/definition` | Server | Success | Mean ms | P95 ms | Non-empty % | Definitions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 0.21 | 0.24 | 100% | 1.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 0.40 | 0.46 | 100% | 1.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 1.07 | 1.12 | 100% | 1.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 2.93 | 2.95 | 100% | 1.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 0.16 | 0.17 | 100% | 1.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 0.17 | 0.19 | 100% | 1.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 0.39 | 0.45 | 100% | 1.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 1.07 | 1.16 | 100% | 1.00 | 0.00 | pass | ### edit dataframe then complete (edit+completion) @@ -227,10 +227,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 16.29 | 17.43 | 100% | 448.00 | +8.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 41.12 | 69.75 | 100% | 256.00 | -184.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 229.87 | 237.94 | 100% | 441.00 | +1.00 | pass | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 821.30 | 1310.67 | 100% | 440.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 16.24 | 16.61 | 100% | 448.00 | +8.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 41.10 | 43.52 | 100% | 256.00 | -184.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 210.72 | 214.72 | 100% | 441.00 | +1.00 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 597.36 | 1179.55 | 100% | 440.00 | 0.00 | pass | ### edit dataframe then hover (edit+hover) @@ -238,10 +238,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 2.79 | 2.85 | 100% | 4441.00 | +149.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 8.64 | 14.98 | 100% | 943.00 | -3349.00 | pass | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 12.22 | 14.93 | 100% | 4292.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 184.39 | 186.14 | 100% | 232.00 | -4060.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 1.29 | 2.80 | 100% | 943.00 | -3349.00 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 2.58 | 2.63 | 100% | 4441.00 | +149.00 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 11.14 | 16.07 | 100% | 4292.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 166.45 | 167.31 | 100% | 232.00 | -4060.00 | pass | ### Result Differences @@ -254,10 +254,10 @@ Method: `textDocument/hover` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 352.19 | 2.48 | 5 | 25 | 100% | 0 | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 1018.57 | 24.68 | 5 | 25 | 100% | 0 | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 3638.99 | 47.93 | 5 | 25 | 100% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | no | 7036.37 | 116.73 | 5 | 25 | 60% | 2 | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 358.25 | 2.35 | 5 | 25 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 755.29 | 15.83 | 5 | 25 | 100% | 0 | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 3320.94 | 46.08 | 5 | 25 | 100% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | no | 6201.92 | 105.58 | 5 | 25 | 60% | 2 | ### query completion @@ -265,10 +265,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 3.33 | 7.63 | 100% | 1.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 7.42 | 13.09 | 100% | 1.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 112.02 | 437.36 | 100% | 15.00 | +14.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 177.63 | 461.49 | 100% | 1.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 3.32 | 7.42 | 100% | 1.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 6.57 | 10.13 | 100% | 1.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 76.93 | 306.93 | 100% | 15.00 | +14.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 179.95 | 382.86 | 100% | 1.00 | 0.00 | pass | ### sessionmaker hover @@ -276,10 +276,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 0.39 | 0.40 | 100% | 10621.00 | +49.00 | pass | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 1.17 | 1.30 | 100% | 10572.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 2.28 | 2.65 | 100% | 15232.00 | +4660.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 328.74 | 331.91 | 100% | 10498.00 | -74.00 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 0.34 | 0.41 | 100% | 10621.00 | +49.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 0.98 | 1.01 | 100% | 15232.00 | +4660.00 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 1.23 | 1.61 | 100% | 10572.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 284.80 | 286.17 | 100% | 10498.00 | -74.00 | pass | ### mapped class definition @@ -287,10 +287,10 @@ Method: `textDocument/definition` | Server | Success | Mean ms | P95 ms | Non-empty % | Definitions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 0.24 | 0.27 | 100% | 2.00 | +1.00 | pass | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 0.42 | 0.44 | 100% | 1.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 0.52 | 1.21 | 100% | 1.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 1.11 | 1.21 | 100% | 1.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 0.15 | 0.16 | 100% | 1.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 0.16 | 0.19 | 100% | 2.00 | +1.00 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 0.36 | 0.42 | 100% | 1.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 0.95 | 1.02 | 100% | 1.00 | 0.00 | pass | ### edit query then complete (edit+completion) @@ -298,10 +298,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 4.36 | 4.70 | 100% | 23.00 | -15.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 6.39 | 21.52 | 100% | 17.00 | -21.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | no | 37.97 | 38.24 | 0% | 0.00 | -38.00 | fail (10) | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 139.30 | 199.54 | 100% | 38.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 0.63 | 0.66 | 100% | 17.00 | -21.00 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 4.14 | 4.68 | 100% | 23.00 | -15.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | no | 31.50 | 33.18 | 0% | 0.00 | -38.00 | fail (10) | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 134.93 | 189.58 | 100% | 38.00 | 0.00 | pass | ### edit session then hover (edit+hover) @@ -309,10 +309,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 2.19 | 3.44 | 100% | 2246.00 | +1346.00 | pass | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 4.09 | 4.25 | 100% | 958.00 | +58.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | no | 38.20 | 39.06 | 0% | 0.00 | -900.00 | fail (10) | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 91.32 | 97.81 | 100% | 900.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 0.46 | 0.47 | 100% | 2246.00 | +1346.00 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 3.78 | 3.83 | 100% | 958.00 | +58.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | no | 30.69 | 30.87 | 0% | 0.00 | -900.00 | fail (10) | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 87.31 | 100.29 | 100% | 900.00 | 0.00 | pass | ### Result Differences @@ -326,10 +326,10 @@ Method: `textDocument/hover` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 2698.40 | 4.82 | 5 | 25 | 100% | 0 | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 15610.64 | 106.85 | 5 | 25 | 80% | 0 | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 5812.15 | 185.94 | 5 | 25 | 80% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | no | 184732.86 | 1586.31 | 5 | 25 | 40% | 2 | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 2739.29 | 4.67 | 5 | 25 | 100% | 0 | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 14765.21 | 102.69 | 5 | 25 | 80% | 0 | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 5226.98 | 164.31 | 5 | 25 | 80% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | no | 136282.99 | 1127.60 | 5 | 25 | 40% | 2 | ### classifier pipeline completion @@ -337,10 +337,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 11.47 | 12.12 | 100% | 775.00 | +652.00 | pass | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 47.92 | 78.50 | 100% | 123.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 150.79 | 153.99 | 100% | 2.00 | -121.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 904.16 | 3586.61 | 100% | 15.00 | -108.00 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 11.05 | 11.93 | 100% | 775.00 | +652.00 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 49.07 | 79.84 | 100% | 123.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 117.85 | 119.26 | 100% | 2.00 | -121.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 804.41 | 3216.77 | 100% | 15.00 | -108.00 | pass | ### pipeline hover @@ -348,10 +348,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 0.24 | 0.27 | 100% | 7.00 | -27.00 | pass | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 0.50 | 0.57 | 100% | 34.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 2.20 | 2.95 | 100% | 48.00 | +14.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | no | 2809.23 | 2850.44 | 0% | 0.00 | -34.00 | fail (10) | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 0.17 | 0.17 | 100% | 48.00 | +14.00 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 0.40 | 1.07 | 100% | 7.00 | -27.00 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 0.47 | 0.56 | 100% | 34.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | no | 2016.25 | 2061.51 | 0% | 0.00 | -34.00 | fail (10) | ### auto tokenizer definition @@ -359,10 +359,10 @@ Method: `textDocument/definition` | Server | Success | Mean ms | P95 ms | Non-empty % | Definitions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 0.27 | 0.29 | 100% | 1.00 | 0.00 | pass | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 0.30 | 0.31 | 100% | 1.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 0.42 | 0.49 | 100% | 1.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 2257.56 | 2292.89 | 100% | 1.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 0.19 | 0.21 | 100% | 1.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 0.25 | 0.29 | 100% | 1.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 0.45 | 0.48 | 100% | 1.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 1591.60 | 1649.14 | 100% | 1.00 | 0.00 | pass | ### edit prediction then complete (edit+completion) @@ -370,10 +370,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 2.66 | 2.85 | 0% | 0.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 6.23 | 7.12 | 0% | 0.00 | 0.00 | pass | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 6.41 | 7.46 | 100% | 23.00 | +23.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 8.53 | 26.32 | 0% | 0.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 0.41 | 0.46 | 0% | 0.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 2.30 | 2.41 | 0% | 0.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 5.87 | 6.71 | 100% | 23.00 | +23.00 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 6.73 | 8.11 | 0% | 0.00 | 0.00 | pass | ### edit tokenizer then hover (edit+hover) @@ -381,10 +381,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 5.69 | 5.90 | 100% | 7.00 | -23.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 14.55 | 24.89 | 100% | 33.00 | +3.00 | pass | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 479.17 | 503.08 | 100% | 30.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | no | 2711.33 | 2735.50 | 0% | 0.00 | -30.00 | fail (10) | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 5.80 | 6.83 | 100% | 7.00 | -23.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 16.39 | 27.94 | 100% | 33.00 | +3.00 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 456.71 | 472.09 | 100% | 30.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | no | 1909.99 | 1963.39 | 0% | 0.00 | -30.00 | fail (10) | ### Result Differences @@ -397,10 +397,10 @@ Method: `textDocument/hover` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 310.34 | 2.69 | 5 | 25 | 100% | 0 | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 1562.52 | 9.54 | 5 | 25 | 100% | 0 | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 898.79 | 14.92 | 5 | 25 | 100% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 5063.03 | 113.63 | 5 | 25 | 100% | 0 | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 309.38 | 2.64 | 5 | 25 | 100% | 0 | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 1468.90 | 9.21 | 5 | 25 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 758.68 | 15.11 | 5 | 25 | 100% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 4259.49 | 95.32 | 5 | 25 | 100% | 0 | ### request args completion @@ -408,10 +408,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 5.90 | 8.69 | 100% | 467.00 | +453.00 | pass | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 6.01 | 10.63 | 100% | 14.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 65.24 | 184.65 | 100% | 487.80 | +473.80 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 80.83 | 137.57 | 100% | 1.00 | -13.00 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 5.91 | 8.59 | 100% | 467.00 | +453.00 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 6.38 | 10.39 | 100% | 14.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 65.32 | 186.10 | 100% | 487.80 | +473.80 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 72.26 | 128.63 | 100% | 1.00 | -13.00 | pass | ### client session hover @@ -419,10 +419,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 0.23 | 0.25 | 100% | 7.00 | -19.00 | pass | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 0.54 | 0.59 | 100% | 26.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 5.39 | 19.00 | 100% | 167.00 | +141.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 154.96 | 225.17 | 100% | 359.00 | +333.00 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 0.16 | 0.18 | 100% | 7.00 | -19.00 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 0.53 | 0.61 | 100% | 26.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 5.08 | 18.01 | 100% | 167.00 | +141.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 121.37 | 174.71 | 100% | 359.00 | +333.00 | pass | ### client references @@ -430,10 +430,10 @@ Method: `textDocument/references` | Server | Success | Mean ms | P95 ms | Non-empty % | References found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 0.33 | 0.35 | 100% | 2.00 | 0.00 | pass | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 0.56 | 0.64 | 100% | 2.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 0.81 | 0.96 | 100% | 2.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 3.48 | 4.14 | 100% | 2.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 0.27 | 0.30 | 100% | 2.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 0.50 | 0.58 | 100% | 2.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 0.83 | 1.19 | 100% | 2.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 2.74 | 3.33 | 100% | 2.00 | 0.00 | pass | ### edit response then complete (edit+completion) @@ -441,10 +441,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 0.58 | 0.61 | 100% | 32.00 | -173.00 | pass | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 4.10 | 4.48 | 100% | 225.00 | +20.00 | pass | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 4.82 | 7.54 | 100% | 205.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 90.53 | 91.46 | 100% | 57.00 | -148.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 1.52 | 4.55 | 100% | 32.00 | -173.00 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 4.08 | 4.34 | 100% | 205.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 4.24 | 5.18 | 100% | 225.00 | +20.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 72.74 | 74.82 | 100% | 57.00 | -148.00 | pass | ### edit response then hover (edit+hover) @@ -452,10 +452,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260912T060455Z.json) | yes | 2.64 | 2.93 | 100% | 1613.00 | +1193.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 3.06 | 5.55 | 100% | 9977.00 | +9557.00 | pass | -| [Pyright](latest-results/pyright-20260912T060455Z.json) | yes | 35.54 | 39.37 | 100% | 420.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260912T060455Z.json) | yes | 238.36 | 244.55 | 100% | 880.00 | +460.00 | pass | +| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 2.36 | 2.40 | 100% | 1613.00 | +1193.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 3.34 | 6.47 | 100% | 9977.00 | +9557.00 | pass | +| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 34.23 | 38.38 | 100% | 420.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 207.48 | 209.46 | 100% | 880.00 | +460.00 | pass | ### Result Differences @@ -468,7 +468,7 @@ Method: `textDocument/hover` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | no | 227.58 | 0.33 | 8 | 40 | 100% | 2 | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | no | 214.17 | 0.28 | 8 | 40 | 100% | 2 | ### builtins semantic tokens @@ -476,7 +476,7 @@ Method: semantic token impl using typeServer/getComputedType | Server | Success | Mean ms | P95 ms | Non-empty % | Semantic tokens found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 1.01 | 1.07 | 100% | 30.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 0.85 | 0.94 | 100% | 30.00 | 0.00 | pass | ### builtin int computed type @@ -484,7 +484,7 @@ Method: `typeServer/getComputedType` | Server | Success | Mean ms | P95 ms | Non-empty % | Results found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 0.20 | 0.21 | 100% | 7.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 0.16 | 0.17 | 100% | 7.00 | 0.00 | pass | ### list declared type @@ -492,7 +492,7 @@ Method: `typeServer/getDeclaredType` | Server | Success | Mean ms | P95 ms | Non-empty % | Results found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 0.23 | 0.24 | 100% | 7.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 0.25 | 0.26 | 100% | 7.00 | 0.00 | pass | ### generic specialization computed type @@ -500,7 +500,7 @@ Method: `typeServer/getComputedType` | Server | Success | Mean ms | P95 ms | Non-empty % | Results found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 0.23 | 0.24 | 100% | 7.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 0.23 | 0.25 | 100% | 7.00 | 0.00 | pass | ### stdlib path computed type @@ -508,7 +508,7 @@ Method: `typeServer/getComputedType` | Server | Success | Mean ms | P95 ms | Non-empty % | Results found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 0.24 | 0.25 | 100% | 7.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 0.19 | 0.19 | 100% | 7.00 | 0.00 | pass | ### function argument expected type @@ -516,13 +516,13 @@ Method: `typeServer/getExpectedType` | Server | Success | Mean ms | P95 ms | Non-empty % | Results found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 0.25 | 0.27 | 100% | 7.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 0.19 | 0.20 | 100% | 7.00 | 0.00 | pass | ## Benchmark: tsp_semantic | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 5803.59 | 27.00 | 3 | 15 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 6014.01 | 65.02 | 3 | 15 | 100% | 0 | ### django semantic tokens @@ -530,7 +530,7 @@ Method: semantic token impl using typeServer/getComputedType | Server | Success | Mean ms | P95 ms | Non-empty % | Semantic tokens found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 15.97 | 26.50 | 100% | 126.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 18.50 | 42.72 | 100% | 126.00 | 0.00 | pass | ### transformers semantic tokens @@ -538,7 +538,7 @@ Method: semantic token impl using typeServer/getComputedType | Server | Success | Mean ms | P95 ms | Non-empty % | Semantic tokens found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 57.78 | 59.06 | 100% | 74.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 126.48 | 150.49 | 100% | 74.00 | 0.00 | pass | ### stdlib semantic tokens @@ -546,4 +546,4 @@ Method: semantic token impl using typeServer/getComputedType | Server | Success | Mean ms | P95 ms | Non-empty % | Semantic tokens found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260912T060455Z.json) | yes | 7.26 | 8.03 | 100% | 75.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 50.07 | 56.86 | 100% | 75.00 | 0.00 | pass | diff --git a/latest-results/pylsp-mypy-20260912T060455Z-responses.jsonl b/latest-results/pylsp-mypy-20260913T060637Z-responses.jsonl similarity index 97% rename from latest-results/pylsp-mypy-20260912T060455Z-responses.jsonl rename to latest-results/pylsp-mypy-20260913T060637Z-responses.jsonl index 6dc59f6..3d25ca2 100644 --- a/latest-results/pylsp-mypy-20260912T060455Z-responses.jsonl +++ b/latest-results/pylsp-mypy-20260913T060637Z-responses.jsonl @@ -63,11 +63,11 @@ {"suite": "pandas", "label": "build report definition", "method": "textDocument/definition", "file_path": "/home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py", "line": 16, "character": 17, "iteration": 3, "result": [{"uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py", "range": {"start": {"line": 3, "character": 4}, "end": {"line": 3, "character": 16}}}]} {"suite": "pandas", "label": "build report definition", "method": "textDocument/definition", "file_path": "/home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py", "line": 16, "character": 17, "iteration": 4, "result": [{"uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py", "range": {"start": {"line": 3, "character": 4}, "end": {"line": 3, "character": 16}}}]} {"suite": "pandas", "label": "build report definition", "method": "textDocument/definition", "file_path": "/home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py", "line": 16, "character": 17, "iteration": 5, "result": [{"uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py", "range": {"start": {"line": 3, "character": 4}, "end": {"line": 3, "character": 16}}}]} -{"suite": "pandas", "label": "edit dataframe then complete (edit+completion)", "method": "textDocument/completion", "file_path": "/home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py", "line": 17, "character": 39, "iteration": 1, "result": {"isIncomplete": false, "items": [{"label": "abs()", "kind": 3, "sortText": "aabs", "insertText": "abs", "data": {"doc_uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py"}}, {"label": "add(other, axis, level, fill_value)", "kind": 3, "sortText": "aadd", "insertText": "add", "data": {"doc_uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py"}}, {"label": "add_prefix(prefix, axis)", "kind": 3, "sortText": "aadd_prefix", "insertText": "add_prefix", "data": {"doc_uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py"}}, {"label": "add_suffix(suffix, axis)", "kind": 3, "sortText": "aadd_suffix", "insertText": "add_suffix", "data": {"doc_uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py"}}, {"label": "agg", "kind": 6, "sortText": "aagg", "insertText": "agg", "data": {"doc_uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py"}}, {"label": "aggregate(func, axis, args, kwargs)", "kind": 3, "sortText": "aaggregate", "insertText": "aggregate", "data": {"doc_uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py"}}, {"label": "align(other, join, axis, level, copy, fill_value, method, limit, fill_axis, broadcast_axis)", "kind": 3, "sortText": "aalign", "insertText": "align", "data": {"doc_uri": 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"started_at_unix": 1789279678.9683595, "bytes_sent": 375, "bytes_received": 0, "request_id": null, @@ -16827,9 +16827,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 3.685572000023285, + "duration_ms": 3.552409999997508, "success": true, - "started_at_unix": 1789193185.2718508, + "started_at_unix": 1789279678.9683897, "bytes_sent": 274, "bytes_received": 45853, "request_id": 25, @@ -16857,9 +16857,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.02673999998137333, + "duration_ms": 0.02638699999124583, "success": true, - "started_at_unix": 1789193185.277149, + "started_at_unix": 1789279678.973261, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -16876,9 +16876,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.02044799998657254, + "duration_ms": 0.03268800003297656, "success": true, - "started_at_unix": 1789193185.277341, + "started_at_unix": 1789279678.9735334, "bytes_sent": 374, "bytes_received": 0, "request_id": null, @@ -16895,9 +16895,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 36.17911999998569, + "duration_ms": 32.92624199997363, "success": true, - "started_at_unix": 1789193185.2773707, + "started_at_unix": 1789279678.9735794, "bytes_sent": 241, "bytes_received": 614, "request_id": 26, @@ -16925,9 +16925,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.039294000004019836, + "duration_ms": 0.0333739999973659, "success": true, - "started_at_unix": 1789193185.3136678, + "started_at_unix": 1789279679.0065882, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -16944,9 +16944,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.020328000005065405, + "duration_ms": 0.020476999964103015, "success": true, - "started_at_unix": 1789193185.3137205, + "started_at_unix": 1789279679.0066335, "bytes_sent": 374, "bytes_received": 0, "request_id": null, @@ -16963,9 +16963,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 39.65890399999239, + "duration_ms": 38.72819299999719, "success": true, - "started_at_unix": 1789193185.3137512, + "started_at_unix": 1789279679.006665, "bytes_sent": 241, "bytes_received": 614, "request_id": 27, @@ -16993,9 +16993,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.03236000000583772, + "duration_ms": 0.03954900000735506, "success": true, - "started_at_unix": 1789193185.353502, + "started_at_unix": 1789279679.045542, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -17012,9 +17012,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.027860999978202017, + "duration_ms": 0.021195999977408064, "success": true, - "started_at_unix": 1789193185.353548, + "started_at_unix": 1789279679.0455937, "bytes_sent": 374, "bytes_received": 0, "request_id": null, @@ -17031,9 +17031,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 38.19724499999211, + "duration_ms": 36.48559900000237, "success": true, - "started_at_unix": 1789193185.3535898, + "started_at_unix": 1789279679.0456264, "bytes_sent": 241, "bytes_received": 614, "request_id": 28, @@ -17061,9 +17061,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.029114999989587886, + "duration_ms": 0.027705000036348792, "success": true, - "started_at_unix": 1789193185.3918767, + "started_at_unix": 1789279679.0822034, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -17080,9 +17080,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.015418000003819543, + "duration_ms": 0.012928000046485977, "success": true, - "started_at_unix": 1789193185.391916, + "started_at_unix": 1789279679.0822394, "bytes_sent": 374, "bytes_received": 0, "request_id": null, @@ -17099,9 +17099,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 36.726762999990115, + "duration_ms": 29.270359999998163, "success": true, - "started_at_unix": 1789193185.3919399, + "started_at_unix": 1789279679.0822597, "bytes_sent": 241, "bytes_received": 614, "request_id": 29, @@ -17129,9 +17129,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.03968499999018604, + "duration_ms": 0.04277699997601303, "success": true, - "started_at_unix": 1789193185.4287915, + "started_at_unix": 1789279679.1116645, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -17148,9 +17148,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.024064999990969227, + "duration_ms": 0.02172599999994418, "success": true, - "started_at_unix": 1789193185.4288447, + "started_at_unix": 1789279679.11172, "bytes_sent": 374, "bytes_received": 0, "request_id": null, @@ -17167,9 +17167,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 32.20652199999563, + "duration_ms": 37.005465999982334, "success": true, - "started_at_unix": 1789193185.4288821, + "started_at_unix": 1789279679.1117547, "bytes_sent": 241, "bytes_received": 614, "request_id": 30, @@ -17197,9 +17197,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.03744100001767947, + "duration_ms": 0.03496800002267264, "success": true, - "started_at_unix": 1789193185.4612157, + "started_at_unix": 1789279679.1488848, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -17216,9 +17216,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.022080999997342587, + "duration_ms": 0.020385999960126355, "success": true, - "started_at_unix": 1789193185.4612665, + "started_at_unix": 1789279679.1489315, "bytes_sent": 374, "bytes_received": 0, "request_id": null, @@ -17235,9 +17235,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 30.919214000022066, + "duration_ms": 29.65978399998903, "success": true, - "started_at_unix": 1789193185.4613016, + "started_at_unix": 1789279679.148964, "bytes_sent": 241, "bytes_received": 614, "request_id": 31, @@ -17265,9 +17265,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.03964399999745183, + "duration_ms": 0.02504299999372961, "success": true, - "started_at_unix": 1789193185.4923415, + "started_at_unix": 1789279679.1787162, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -17284,9 +17284,9 @@ { "kind": "notification", "method": "textDocument/didClose", - "duration_ms": 0.023494000004120608, + "duration_ms": 0.013214999967203767, "success": true, - "started_at_unix": 1789193185.4925127, + "started_at_unix": 1789279679.1788228, "bytes_sent": 198, "bytes_received": 0, "request_id": null, @@ -17299,9 +17299,9 @@ { "kind": "request", "method": "shutdown", - "duration_ms": 2.2606869999890478, + "duration_ms": 1.9747959999563136, "success": true, - "started_at_unix": 1789193185.492546, + "started_at_unix": 1789279679.1788418, "bytes_sent": 67, "bytes_received": 61, "request_id": 32, @@ -17319,9 +17319,9 @@ { "kind": "notification", "method": "exit", - "duration_ms": 0.026970999982722788, + "duration_ms": 0.025147999963337497, "success": true, - "started_at_unix": 1789193185.4948268, + "started_at_unix": 1789279679.180839, "bytes_sent": 55, "bytes_received": 0, "request_id": null, diff --git a/latest-results/summary-20260912T060455Z.csv b/latest-results/summary-20260912T060455Z.csv deleted file mode 100644 index ea66428..0000000 --- a/latest-results/summary-20260912T060455Z.csv +++ /dev/null @@ -1,132 +0,0 @@ -report_type,baseline_server_id,server_id,server_name,suite_name,scenario_name,point_label,method,method_display,success,mean_ms,p95_ms,non_empty_rate,result_metric_name,result_metric_label,result_metric_value,result_metric_delta,validation_passed,validation_failure_count -benchmark,pyright,pyright,Pyright,data_science,,dataframe completion,textDocument/completion,textDocument/completion,True,6.3176372000015135,9.741848399997366,1.0,completion_item_count,Completions found,201.0,0.0,True,0 -benchmark,pyright,ty,Ty,data_science,,dataframe completion,textDocument/completion,textDocument/completion,True,1.5984085999946274,1.6994979999935822,1.0,completion_item_count,Completions found,223.0,22.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,data_science,,dataframe completion,textDocument/completion,textDocument/completion,True,94.67051199999332,375.82467159999163,1.0,completion_item_count,Completions found,250.0,49.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,dataframe completion,textDocument/completion,textDocument/completion,True,213.77135519999797,460.5597730000056,1.0,completion_item_count,Completions found,188.0,-13.0,True,0 -benchmark,pyright,pyright,Pyright,data_science,,dataframe describe hover,textDocument/hover,textDocument/hover,True,1.0521152000023903,1.3975893999969458,1.0,hover_text_char_count,Hover length,4019.0,0.0,True,0 -benchmark,pyright,ty,Ty,data_science,,dataframe describe hover,textDocument/hover,textDocument/hover,True,0.31672819999926105,0.3339850000088518,1.0,hover_text_char_count,Hover length,4232.0,213.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,data_science,,dataframe describe hover,textDocument/hover,textDocument/hover,True,2.480026400002089,2.699161800001093,1.0,hover_text_char_count,Hover length,3182.0,-837.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,dataframe describe hover,textDocument/hover,textDocument/hover,True,180.71791879999637,185.18332279999186,1.0,hover_text_char_count,Hover length,4134.0,115.0,True,0 -benchmark,pyright,pyright,Pyright,data_science,,summarize definition,textDocument/definition,textDocument/definition,True,0.3863085999910254,0.4341617999898517,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,ty,Ty,data_science,,summarize definition,textDocument/definition,textDocument/definition,True,0.2170298000010007,0.22668120000162162,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,data_science,,summarize definition,textDocument/definition,textDocument/definition,True,0.23148280001237254,0.2629454000043552,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,summarize definition,textDocument/definition,textDocument/definition,True,1.0939581999991788,1.1161265999930947,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pyright,Pyright,data_science,,edit array then complete (edit+completion),textDocument/completion,textDocument/completion,True,361.56479260000367,479.82206600000546,1.0,completion_item_count,Completions found,168.0,0.0,True,0 -benchmark,pyright,ty,Ty,data_science,,edit array then complete (edit+completion),textDocument/completion,textDocument/completion,True,10.509181599996964,13.485157399986747,1.0,completion_item_count,Completions found,168.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,data_science,,edit array then complete (edit+completion),textDocument/completion,textDocument/completion,True,25.913843600005748,32.00618079999913,1.0,completion_item_count,Completions found,149.0,-19.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,edit array then complete (edit+completion),textDocument/completion,textDocument/completion,False,4.412808000006407,4.645967000010387,0.0,completion_item_count,Completions found,0.0,-168.0,False,10 -benchmark,pyright,pyright,Pyright,data_science,,edit array then hover (edit+hover),textDocument/hover,textDocument/hover,True,31.71779660000027,34.843837200000394,1.0,hover_text_char_count,Hover length,278.0,0.0,True,0 -benchmark,pyright,ty,Ty,data_science,,edit array then hover (edit+hover),textDocument/hover,textDocument/hover,True,3.8847166000039124,4.566553400002249,1.0,hover_text_char_count,Hover length,267.0,-11.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,data_science,,edit array then hover (edit+hover),textDocument/hover,textDocument/hover,True,6.1602710000045136,15.501365000011445,1.0,hover_text_char_count,Hover length,2546.0,2268.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,edit array then hover (edit+hover),textDocument/hover,textDocument/hover,True,168.9317266000046,174.502298200008,1.0,hover_text_char_count,Hover length,5662.0,5384.0,True,0 -benchmark,pyright,pyright,Pyright,django,,queryset completion,textDocument/completion,textDocument/completion,True,4.610642800000164,7.303104199996823,1.0,completion_item_count,Completions found,10.0,0.0,True,0 -benchmark,pyright,ty,Ty,django,,queryset completion,textDocument/completion,textDocument/completion,True,4.9055776000045626,7.423749600008022,1.0,completion_item_count,Completions found,261.0,251.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,django,,queryset completion,textDocument/completion,textDocument/completion,True,15.620597999998154,61.00093079999736,1.0,completion_item_count,Completions found,15.0,5.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,django,,queryset completion,textDocument/completion,textDocument/completion,True,213.00380839999775,655.6170844000006,1.0,completion_item_count,Completions found,2.0,-8.0,True,0 -benchmark,pyright,pyright,Pyright,django,,queryset filter hover,textDocument/hover,textDocument/hover,True,0.5298407999958954,0.5686697999919943,1.0,hover_text_char_count,Hover length,57.0,0.0,True,0 -benchmark,pyright,ty,Ty,django,,queryset filter hover,textDocument/hover,textDocument/hover,True,0.2289240000038717,0.2373158000125386,1.0,hover_text_char_count,Hover length,46.0,-11.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,django,,queryset filter hover,textDocument/hover,textDocument/hover,True,0.26648799999406947,0.29573279999794977,1.0,hover_text_char_count,Hover length,298.0,241.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,django,,queryset filter hover,textDocument/hover,textDocument/hover,True,157.06235779999815,161.95876799998814,1.0,hover_text_char_count,Hover length,57.0,0.0,True,0 -benchmark,pyright,pyright,Pyright,django,,model definition,textDocument/definition,textDocument/definition,True,0.37321359999680226,0.4125751999936256,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,ty,Ty,django,,model definition,textDocument/definition,textDocument/definition,True,0.2033860000040022,0.20855799998571456,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,django,,model definition,textDocument/definition,textDocument/definition,True,0.21842259999971247,0.24285839999720338,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,django,,model definition,textDocument/definition,textDocument/definition,True,1.0706741999911173,1.1203729999920142,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pyright,Pyright,django,,edit queryset then complete (edit+completion),textDocument/completion,textDocument/completion,True,27.34327840000219,31.188908599995102,1.0,completion_item_count,Completions found,104.0,0.0,True,0 -benchmark,pyright,ty,Ty,django,,edit queryset then complete (edit+completion),textDocument/completion,textDocument/completion,True,4.356178000000455,4.683724199998096,1.0,completion_item_count,Completions found,104.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,django,,edit queryset then complete (edit+completion),textDocument/completion,textDocument/completion,True,5.848095400000375,13.774053800005959,1.0,completion_item_count,Completions found,83.0,-21.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,django,,edit queryset then complete (edit+completion),textDocument/completion,textDocument/completion,True,257.3715447999973,300.16223299998046,1.0,completion_item_count,Completions found,143.0,39.0,True,0 -benchmark,pyright,pyright,Pyright,django,,edit queryset then hover (edit+hover),textDocument/hover,textDocument/hover,True,39.32386620000159,47.00678080000955,1.0,hover_text_char_count,Hover length,83.0,0.0,True,0 -benchmark,pyright,ty,Ty,django,,edit queryset then hover (edit+hover),textDocument/hover,textDocument/hover,True,2.8820441999982904,2.9479653999885613,1.0,hover_text_char_count,Hover length,100.0,17.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,django,,edit queryset then hover (edit+hover),textDocument/hover,textDocument/hover,True,1.4488381999967714,3.825194799998143,1.0,hover_text_char_count,Hover length,858.0,775.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,django,,edit queryset then hover (edit+hover),textDocument/hover,textDocument/hover,True,246.7411370000093,248.10658820002232,1.0,hover_text_char_count,Hover length,71.0,-12.0,True,0 -benchmark,pyright,pyright,Pyright,pandas,,report dataframe completion,textDocument/completion,textDocument/completion,True,84.49260599999775,283.34831599999853,1.0,completion_item_count,Completions found,271.2,0.0,True,0 -benchmark,pyright,ty,Ty,pandas,,report dataframe completion,textDocument/completion,textDocument/completion,True,18.358416400002397,21.258927400003813,1.0,completion_item_count,Completions found,1000.0,728.8,True,0 -benchmark,pyright,pyrefly,Pyrefly,pandas,,report dataframe completion,textDocument/completion,textDocument/completion,True,84.52287260000162,333.2508361999941,1.0,completion_item_count,Completions found,16.0,-255.2,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,report dataframe completion,textDocument/completion,textDocument/completion,True,100.1354448000086,242.4939342000186,1.0,completion_item_count,Completions found,6.0,-265.2,True,0 -benchmark,pyright,pyright,Pyright,pandas,,dataframe groupby hover,textDocument/hover,textDocument/hover,True,0.7364964000004193,0.8043617999987873,1.0,hover_text_char_count,Hover length,350.0,0.0,True,0 -benchmark,pyright,ty,Ty,pandas,,dataframe groupby hover,textDocument/hover,textDocument/hover,True,0.2549203999990368,0.27089019999948505,1.0,hover_text_char_count,Hover length,329.0,-21.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,pandas,,dataframe groupby hover,textDocument/hover,textDocument/hover,True,4.066366399996468,5.8805161999998745,1.0,hover_text_char_count,Hover length,2759.0,2409.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,dataframe groupby hover,textDocument/hover,textDocument/hover,True,190.9284850000006,192.50051260001442,1.0,hover_text_char_count,Hover length,301.0,-49.0,True,0 -benchmark,pyright,pyright,Pyright,pandas,,build report definition,textDocument/definition,textDocument/definition,True,0.4019575999961944,0.46081760000049593,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,ty,Ty,pandas,,build report definition,textDocument/definition,textDocument/definition,True,0.20852819999959138,0.24070859999483216,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,pandas,,build report definition,textDocument/definition,textDocument/definition,True,2.9267697999955544,2.948203600016086,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,build report definition,textDocument/definition,textDocument/definition,True,1.0668266000038784,1.1217860000158453,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pyright,Pyright,pandas,,edit dataframe then complete (edit+completion),textDocument/completion,textDocument/completion,True,821.3000375999967,1310.6724131999954,1.0,completion_item_count,Completions found,440.0,0.0,True,0 -benchmark,pyright,ty,Ty,pandas,,edit dataframe then complete (edit+completion),textDocument/completion,textDocument/completion,True,16.292876599999317,17.4291855999968,1.0,completion_item_count,Completions found,448.0,8.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,pandas,,edit dataframe then complete (edit+completion),textDocument/completion,textDocument/completion,True,41.11821380000151,69.74962000001597,1.0,completion_item_count,Completions found,256.0,-184.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,edit dataframe then complete (edit+completion),textDocument/completion,textDocument/completion,True,229.872959599993,237.93905419998964,1.0,completion_item_count,Completions found,441.0,1.0,True,0 -benchmark,pyright,pyright,Pyright,pandas,,edit dataframe then hover (edit+hover),textDocument/hover,textDocument/hover,True,12.220752800001833,14.931764600001427,1.0,hover_text_char_count,Hover length,4292.0,0.0,True,0 -benchmark,pyright,ty,Ty,pandas,,edit dataframe then hover (edit+hover),textDocument/hover,textDocument/hover,True,2.7948890000004667,2.850287000001117,1.0,hover_text_char_count,Hover length,4441.0,149.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,pandas,,edit dataframe then hover (edit+hover),textDocument/hover,textDocument/hover,True,8.63513660000308,14.981672400006117,1.0,hover_text_char_count,Hover length,943.0,-3349.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,edit dataframe then hover (edit+hover),textDocument/hover,textDocument/hover,True,184.3861487999959,186.14279700000225,1.0,hover_text_char_count,Hover length,232.0,-4060.0,True,0 -benchmark,pyright,pyright,Pyright,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,7.419227399998363,13.08829100000537,1.0,completion_item_count,Completions found,1.0,0.0,True,0 -benchmark,pyright,ty,Ty,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,3.325613399994154,7.6276943999914675,1.0,completion_item_count,Completions found,1.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,112.01971200000571,437.3585114000092,1.0,completion_item_count,Completions found,15.0,14.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,177.6299492000021,461.4870219999999,1.0,completion_item_count,Completions found,1.0,0.0,True,0 -benchmark,pyright,pyright,Pyright,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,1.173858799998584,1.3021604000044817,1.0,hover_text_char_count,Hover length,10572.0,0.0,True,0 -benchmark,pyright,ty,Ty,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,0.39437320000388354,0.4012021999926674,1.0,hover_text_char_count,Hover length,10621.0,49.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,2.2782658000039646,2.6524158000029274,1.0,hover_text_char_count,Hover length,15232.0,4660.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,328.74494440000035,331.9069046000152,1.0,hover_text_char_count,Hover length,10498.0,-74.0,True,0 -benchmark,pyright,pyright,Pyright,sqlalchemy,,mapped class definition,textDocument/definition,textDocument/definition,True,0.4188709999993989,0.44488379999734207,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,ty,Ty,sqlalchemy,,mapped class definition,textDocument/definition,textDocument/definition,True,0.24093420000212973,0.26731780000659455,1.0,location_count,Definitions found,2.0,1.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,mapped class definition,textDocument/definition,textDocument/definition,True,0.519433000005165,1.2126996000120014,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,mapped class definition,textDocument/definition,textDocument/definition,True,1.1052903999996033,1.2103468000020712,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pyright,Pyright,sqlalchemy,,edit query then complete (edit+completion),textDocument/completion,textDocument/completion,True,139.29833039999835,199.5429951999938,1.0,completion_item_count,Completions found,38.0,0.0,True,0 -benchmark,pyright,ty,Ty,sqlalchemy,,edit query then complete (edit+completion),textDocument/completion,textDocument/completion,True,4.3614658000024065,4.697014999999283,1.0,completion_item_count,Completions found,23.0,-15.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,edit query then complete (edit+completion),textDocument/completion,textDocument/completion,True,6.39365380000072,21.516076599999675,1.0,completion_item_count,Completions found,17.0,-21.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,edit query then complete (edit+completion),textDocument/completion,textDocument/completion,False,37.97434920000455,38.24250280001138,0.0,completion_item_count,Completions found,0.0,-38.0,False,10 -benchmark,pyright,pyright,Pyright,sqlalchemy,,edit session then hover (edit+hover),textDocument/hover,textDocument/hover,True,91.3191495999996,97.8144756000006,1.0,hover_text_char_count,Hover length,900.0,0.0,True,0 -benchmark,pyright,ty,Ty,sqlalchemy,,edit session then hover (edit+hover),textDocument/hover,textDocument/hover,True,4.085061400007817,4.247080200002529,1.0,hover_text_char_count,Hover length,958.0,58.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,edit session then hover (edit+hover),textDocument/hover,textDocument/hover,True,2.186077199991132,3.4356456000011804,1.0,hover_text_char_count,Hover length,2246.0,1346.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,edit session then hover (edit+hover),textDocument/hover,textDocument/hover,False,38.198286200008624,39.05685140001083,0.0,hover_text_char_count,Hover length,0.0,-900.0,False,10 -benchmark,pyright,pyright,Pyright,transformers,,classifier pipeline completion,textDocument/completion,textDocument/completion,True,47.923105600000326,78.50079939999546,1.0,completion_item_count,Completions found,123.0,0.0,True,0 -benchmark,pyright,ty,Ty,transformers,,classifier pipeline completion,textDocument/completion,textDocument/completion,True,11.465792199999214,12.121516399997745,1.0,completion_item_count,Completions found,775.0,652.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,transformers,,classifier pipeline completion,textDocument/completion,textDocument/completion,True,904.155790599998,3586.6078495999936,1.0,completion_item_count,Completions found,15.0,-108.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,transformers,,classifier pipeline completion,textDocument/completion,textDocument/completion,True,150.78522099998963,153.99187219998112,1.0,completion_item_count,Completions found,2.0,-121.0,True,0 -benchmark,pyright,pyright,Pyright,transformers,,pipeline hover,textDocument/hover,textDocument/hover,True,0.4977768000060223,0.5661126000120476,1.0,hover_text_char_count,Hover length,34.0,0.0,True,0 -benchmark,pyright,ty,Ty,transformers,,pipeline hover,textDocument/hover,textDocument/hover,True,0.2385940000010578,0.26841760000024806,1.0,hover_text_char_count,Hover length,7.0,-27.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,transformers,,pipeline hover,textDocument/hover,textDocument/hover,True,2.197875199999544,2.947556800000939,1.0,hover_text_char_count,Hover length,48.0,14.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,transformers,,pipeline hover,textDocument/hover,textDocument/hover,False,2809.225311199998,2850.442983000005,0.0,hover_text_char_count,Hover length,0.0,-34.0,False,10 -benchmark,pyright,pyright,Pyright,transformers,,auto tokenizer definition,textDocument/definition,textDocument/definition,True,0.41803980000736374,0.48646380001287065,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,ty,Ty,transformers,,auto tokenizer definition,textDocument/definition,textDocument/definition,True,0.301850400001058,0.31372639999744933,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,transformers,,auto tokenizer definition,textDocument/definition,textDocument/definition,True,0.2686242000038419,0.2873890000103074,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,transformers,,auto tokenizer definition,textDocument/definition,textDocument/definition,True,2257.556391600019,2292.886864600041,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pyright,Pyright,transformers,,edit prediction then complete (edit+completion),textDocument/completion,textDocument/completion,True,6.234462599991275,7.119889399990598,0.0,completion_item_count,Completions found,0.0,0.0,True,0 -benchmark,pyright,ty,Ty,transformers,,edit prediction then complete (edit+completion),textDocument/completion,textDocument/completion,True,6.411847399999715,7.458874999997533,1.0,completion_item_count,Completions found,23.0,23.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,transformers,,edit prediction then complete (edit+completion),textDocument/completion,textDocument/completion,True,8.528506599992625,26.32109319999926,0.0,completion_item_count,Completions found,0.0,0.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,transformers,,edit prediction then complete (edit+completion),textDocument/completion,textDocument/completion,True,2.663788599977579,2.8473061999875426,0.0,completion_item_count,Completions found,0.0,0.0,True,0 -benchmark,pyright,pyright,Pyright,transformers,,edit tokenizer then hover (edit+hover),textDocument/hover,textDocument/hover,True,479.16824460000953,503.08401360000516,1.0,hover_text_char_count,Hover length,30.0,0.0,True,0 -benchmark,pyright,ty,Ty,transformers,,edit tokenizer then hover (edit+hover),textDocument/hover,textDocument/hover,True,5.688419200004091,5.8982495999941875,1.0,hover_text_char_count,Hover length,7.0,-23.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,transformers,,edit tokenizer then hover (edit+hover),textDocument/hover,textDocument/hover,True,14.55274980000354,24.885412599996926,1.0,hover_text_char_count,Hover length,33.0,3.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,transformers,,edit tokenizer then hover (edit+hover),textDocument/hover,textDocument/hover,False,2711.3307589999977,2735.503030399991,0.0,hover_text_char_count,Hover length,0.0,-30.0,False,10 -benchmark,pyright,pyright,Pyright,web,,request args completion,textDocument/completion,textDocument/completion,True,6.007794800012789,10.629363000015246,1.0,completion_item_count,Completions found,14.0,0.0,True,0 -benchmark,pyright,ty,Ty,web,,request args completion,textDocument/completion,textDocument/completion,True,5.897409800002151,8.691196800003809,1.0,completion_item_count,Completions found,467.0,453.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,web,,request args completion,textDocument/completion,textDocument/completion,True,65.23724759999823,184.64666779998421,1.0,completion_item_count,Completions found,487.8,473.8,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,request args completion,textDocument/completion,textDocument/completion,True,80.83305719999316,137.56739979997974,1.0,completion_item_count,Completions found,1.0,-13.0,True,0 -benchmark,pyright,pyright,Pyright,web,,client session hover,textDocument/hover,textDocument/hover,True,0.5393387999902188,0.5933337999920241,1.0,hover_text_char_count,Hover length,26.0,0.0,True,0 -benchmark,pyright,ty,Ty,web,,client session hover,textDocument/hover,textDocument/hover,True,0.22721060000208126,0.25328720000175053,1.0,hover_text_char_count,Hover length,7.0,-19.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,web,,client session hover,textDocument/hover,textDocument/hover,True,5.385471599998937,18.99885259999223,1.0,hover_text_char_count,Hover length,167.0,141.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,client session hover,textDocument/hover,textDocument/hover,True,154.96115919999056,225.16551059997028,1.0,hover_text_char_count,Hover length,359.0,333.0,True,0 -benchmark,pyright,pyright,Pyright,web,,client references,textDocument/references,textDocument/references,True,0.8131022000043231,0.9643146000200885,1.0,location_count,References found,2.0,0.0,True,0 -benchmark,pyright,ty,Ty,web,,client references,textDocument/references,textDocument/references,True,0.5598949999921388,0.6379645999970762,1.0,location_count,References found,2.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,web,,client references,textDocument/references,textDocument/references,True,0.3263304000029166,0.34769639999012725,1.0,location_count,References found,2.0,0.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,client references,textDocument/references,textDocument/references,True,3.483274000006986,4.138842400016074,1.0,location_count,References found,2.0,0.0,True,0 -benchmark,pyright,pyright,Pyright,web,,edit response then complete (edit+completion),textDocument/completion,textDocument/completion,True,4.816733799998474,7.536925199997312,1.0,completion_item_count,Completions found,205.0,0.0,True,0 -benchmark,pyright,ty,Ty,web,,edit response then complete (edit+completion),textDocument/completion,textDocument/completion,True,4.100741799999241,4.476517999989937,1.0,completion_item_count,Completions found,225.0,20.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,web,,edit response then complete (edit+completion),textDocument/completion,textDocument/completion,True,0.5838616000119146,0.6099224000138292,1.0,completion_item_count,Completions found,32.0,-173.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,edit response then complete (edit+completion),textDocument/completion,textDocument/completion,True,90.52868419998958,91.4616615999762,1.0,completion_item_count,Completions found,57.0,-148.0,True,0 -benchmark,pyright,pyright,Pyright,web,,edit response then hover (edit+hover),textDocument/hover,textDocument/hover,True,35.54172959999846,39.36657219999233,1.0,hover_text_char_count,Hover length,420.0,0.0,True,0 -benchmark,pyright,ty,Ty,web,,edit response then hover (edit+hover),textDocument/hover,textDocument/hover,True,2.6428167999995367,2.930252399988831,1.0,hover_text_char_count,Hover length,1613.0,1193.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,web,,edit response then hover (edit+hover),textDocument/hover,textDocument/hover,True,3.0577663999963534,5.550908600008597,1.0,hover_text_char_count,Hover length,9977.0,9557.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,edit response then hover (edit+hover),textDocument/hover,textDocument/hover,True,238.36370799998576,244.5499173999906,1.0,hover_text_char_count,Hover length,880.0,460.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,tsp_core,,builtins semantic tokens,typeServer/semanticTokens,semantic token impl using typeServer/getComputedType,True,1.0076802000071439,1.0728661999962696,1.0,semantic_token_count,Semantic tokens found,30.0,,True,0 -benchmark,pyright,pyrefly,Pyrefly,tsp_core,,builtin int computed type,typeServer/getComputedType,typeServer/getComputedType,True,0.1966616000004251,0.21231259999581198,1.0,top_level_count,Results found,7.0,,True,0 -benchmark,pyright,pyrefly,Pyrefly,tsp_core,,list declared type,typeServer/getDeclaredType,typeServer/getDeclaredType,True,0.22808100000588638,0.2403435999951853,1.0,top_level_count,Results found,7.0,,True,0 -benchmark,pyright,pyrefly,Pyrefly,tsp_core,,generic specialization computed type,typeServer/getComputedType,typeServer/getComputedType,True,0.23055179999005304,0.23826179999559827,1.0,top_level_count,Results found,7.0,,True,0 -benchmark,pyright,pyrefly,Pyrefly,tsp_core,,flow narrowed branch type,typeServer/getComputedType,typeServer/getComputedType,False,0.21851320000223495,0.22831359998463086,,,,,,False,10 -benchmark,pyright,pyrefly,Pyrefly,tsp_core,,stdlib path computed type,typeServer/getComputedType,typeServer/getComputedType,True,0.23826380000286917,0.25013659999899573,1.0,top_level_count,Results found,7.0,,True,0 -benchmark,pyright,pyrefly,Pyrefly,tsp_core,,function argument expected type,typeServer/getExpectedType,typeServer/getExpectedType,True,0.24698720000060348,0.26571899999225934,1.0,top_level_count,Results found,7.0,,True,0 -benchmark,pyright,pyrefly,Pyrefly,tsp_core,,edited narrowing recomputes type (edit+getComputedType),typeServer/getComputedType,typeServer/getComputedType,False,0.23375380000629775,0.24897920001194507,,,,,,False,10 -benchmark,pyright,pyrefly,Pyrefly,tsp_semantic,,django semantic tokens,typeServer/semanticTokens,semantic token impl using typeServer/getComputedType,True,15.968332799997143,26.499531000001753,1.0,semantic_token_count,Semantic tokens found,126.0,,True,0 -benchmark,pyright,pyrefly,Pyrefly,tsp_semantic,,transformers semantic tokens,typeServer/semanticTokens,semantic token impl using typeServer/getComputedType,True,57.78388759999871,59.06064459999811,1.0,semantic_token_count,Semantic tokens found,74.0,,True,0 -benchmark,pyright,pyrefly,Pyrefly,tsp_semantic,,stdlib semantic tokens,typeServer/semanticTokens,semantic token impl using typeServer/getComputedType,True,7.2550567999940085,8.02823180000587,1.0,semantic_token_count,Semantic tokens found,75.0,,True,0 diff --git a/latest-results/summary-20260913T060637Z.csv b/latest-results/summary-20260913T060637Z.csv new file mode 100644 index 0000000..1bb9354 --- /dev/null +++ b/latest-results/summary-20260913T060637Z.csv @@ -0,0 +1,132 @@ +report_type,baseline_server_id,server_id,server_name,suite_name,scenario_name,point_label,method,method_display,success,mean_ms,p95_ms,non_empty_rate,result_metric_name,result_metric_label,result_metric_value,result_metric_delta,validation_passed,validation_failure_count +benchmark,pyright,pyright,Pyright,data_science,,dataframe completion,textDocument/completion,textDocument/completion,True,6.561423399995192,10.281765999997106,1.0,completion_item_count,Completions found,201.0,0.0,True,0 +benchmark,pyright,ty,Ty,data_science,,dataframe completion,textDocument/completion,textDocument/completion,True,1.6514947999894503,1.817474999973001,1.0,completion_item_count,Completions found,223.0,22.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,data_science,,dataframe completion,textDocument/completion,textDocument/completion,True,81.93076380000548,317.24314140000155,1.0,completion_item_count,Completions found,250.0,49.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,dataframe completion,textDocument/completion,textDocument/completion,True,176.28950160001295,389.0135758000042,1.0,completion_item_count,Completions found,188.0,-13.0,True,0 +benchmark,pyright,pyright,Pyright,data_science,,dataframe describe hover,textDocument/hover,textDocument/hover,True,1.2414143999933458,1.5105655999946066,1.0,hover_text_char_count,Hover length,4019.0,0.0,True,0 +benchmark,pyright,ty,Ty,data_science,,dataframe describe hover,textDocument/hover,textDocument/hover,True,0.24730760000011287,0.2818122000235235,1.0,hover_text_char_count,Hover length,4232.0,213.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,data_science,,dataframe describe hover,textDocument/hover,textDocument/hover,True,3.6381323999989945,7.286911600010624,1.0,hover_text_char_count,Hover length,3182.0,-837.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,dataframe describe hover,textDocument/hover,textDocument/hover,True,159.7251454000002,162.35644140001568,1.0,hover_text_char_count,Hover length,4134.0,115.0,True,0 +benchmark,pyright,pyright,Pyright,data_science,,summarize definition,textDocument/definition,textDocument/definition,True,0.44302339999262585,0.5268899999975929,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,ty,Ty,data_science,,summarize definition,textDocument/definition,textDocument/definition,True,0.2034520000051998,0.3082649999896603,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,data_science,,summarize definition,textDocument/definition,textDocument/definition,True,0.15563760000532056,0.1767703999917103,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,summarize definition,textDocument/definition,textDocument/definition,True,1.0272277999888502,1.1609495999891806,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pyright,Pyright,data_science,,edit array then complete (edit+completion),textDocument/completion,textDocument/completion,True,365.88732960000243,525.7807616000036,1.0,completion_item_count,Completions found,168.0,0.0,True,0 +benchmark,pyright,ty,Ty,data_science,,edit array then complete (edit+completion),textDocument/completion,textDocument/completion,True,10.2139366000074,12.060618199973305,1.0,completion_item_count,Completions found,168.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,data_science,,edit array then complete (edit+completion),textDocument/completion,textDocument/completion,True,39.35106559999895,46.10503119999976,1.0,completion_item_count,Completions found,149.0,-19.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,edit array then complete (edit+completion),textDocument/completion,textDocument/completion,False,3.8414892000105283,4.176358600034291,0.0,completion_item_count,Completions found,0.0,-168.0,False,10 +benchmark,pyright,pyright,Pyright,data_science,,edit array then hover (edit+hover),textDocument/hover,textDocument/hover,True,30.989304000001994,34.125868600006015,1.0,hover_text_char_count,Hover length,278.0,0.0,True,0 +benchmark,pyright,ty,Ty,data_science,,edit array then hover (edit+hover),textDocument/hover,textDocument/hover,True,3.503472000011243,3.787847400008104,1.0,hover_text_char_count,Hover length,267.0,-11.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,data_science,,edit array then hover (edit+hover),textDocument/hover,textDocument/hover,True,19.157036799992966,62.959551999972504,1.0,hover_text_char_count,Hover length,2546.0,2268.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,edit array then hover (edit+hover),textDocument/hover,textDocument/hover,True,151.35520979998773,153.20086899997705,1.0,hover_text_char_count,Hover length,5662.0,5384.0,True,0 +benchmark,pyright,pyright,Pyright,django,,queryset completion,textDocument/completion,textDocument/completion,True,4.457069000005731,7.081648800010497,1.0,completion_item_count,Completions found,10.0,0.0,True,0 +benchmark,pyright,ty,Ty,django,,queryset completion,textDocument/completion,textDocument/completion,True,4.825357599986546,6.891212599987283,1.0,completion_item_count,Completions found,261.0,251.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,django,,queryset completion,textDocument/completion,textDocument/completion,True,15.039128000000801,59.18424639996827,1.0,completion_item_count,Completions found,15.0,5.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,django,,queryset completion,textDocument/completion,textDocument/completion,True,167.8246035999905,514.1181629999663,1.0,completion_item_count,Completions found,2.0,-8.0,True,0 +benchmark,pyright,pyright,Pyright,django,,queryset filter hover,textDocument/hover,textDocument/hover,True,0.5397442000059982,0.5837142000018503,1.0,hover_text_char_count,Hover length,57.0,0.0,True,0 +benchmark,pyright,ty,Ty,django,,queryset filter hover,textDocument/hover,textDocument/hover,True,0.17984239998440898,0.20669919998681507,1.0,hover_text_char_count,Hover length,46.0,-11.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,django,,queryset filter hover,textDocument/hover,textDocument/hover,True,0.22199999999656939,0.27791680000746055,1.0,hover_text_char_count,Hover length,298.0,241.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,django,,queryset filter hover,textDocument/hover,textDocument/hover,True,141.13981640001612,143.18318260002343,1.0,hover_text_char_count,Hover length,57.0,0.0,True,0 +benchmark,pyright,pyright,Pyright,django,,model definition,textDocument/definition,textDocument/definition,True,0.3162478000035662,0.36458900001434813,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,ty,Ty,django,,model definition,textDocument/definition,textDocument/definition,True,0.14707520000456498,0.16880219999393375,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,django,,model definition,textDocument/definition,textDocument/definition,True,0.16696959999080718,0.1782606000006126,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,django,,model definition,textDocument/definition,textDocument/definition,True,1.0123393999947439,1.0962756000139962,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pyright,Pyright,django,,edit queryset then complete (edit+completion),textDocument/completion,textDocument/completion,True,26.131027799993944,29.584951799989764,1.0,completion_item_count,Completions found,104.0,0.0,True,0 +benchmark,pyright,ty,Ty,django,,edit queryset then complete (edit+completion),textDocument/completion,textDocument/completion,True,4.3456651999917995,4.88925660000632,1.0,completion_item_count,Completions found,104.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,django,,edit queryset then complete (edit+completion),textDocument/completion,textDocument/completion,True,6.5490533999991385,20.846447200005965,1.0,completion_item_count,Completions found,83.0,-21.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,django,,edit queryset then complete (edit+completion),textDocument/completion,textDocument/completion,True,213.84951060000503,243.53739699998866,1.0,completion_item_count,Completions found,143.0,39.0,True,0 +benchmark,pyright,pyright,Pyright,django,,edit queryset then hover (edit+hover),textDocument/hover,textDocument/hover,True,35.37790319999203,41.325281999985464,1.0,hover_text_char_count,Hover length,83.0,0.0,True,0 +benchmark,pyright,ty,Ty,django,,edit queryset then hover (edit+hover),textDocument/hover,textDocument/hover,True,2.565726000000268,2.5900092000256336,1.0,hover_text_char_count,Hover length,100.0,17.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,django,,edit queryset then hover (edit+hover),textDocument/hover,textDocument/hover,True,1.4942264000069372,4.302106200009347,1.0,hover_text_char_count,Hover length,858.0,775.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,django,,edit queryset then hover (edit+hover),textDocument/hover,textDocument/hover,True,212.42018420000477,213.6474848000148,1.0,hover_text_char_count,Hover length,71.0,-12.0,True,0 +benchmark,pyright,pyright,Pyright,pandas,,report dataframe completion,textDocument/completion,textDocument/completion,True,73.0900393999832,242.59575199997693,1.0,completion_item_count,Completions found,271.2,0.0,True,0 +benchmark,pyright,ty,Ty,pandas,,report dataframe completion,textDocument/completion,textDocument/completion,True,19.15992259999939,23.042302400028802,1.0,completion_item_count,Completions found,1000.0,728.8,True,0 +benchmark,pyright,pyrefly,Pyrefly,pandas,,report dataframe completion,textDocument/completion,textDocument/completion,True,84.31190860000015,336.3427391999721,1.0,completion_item_count,Completions found,16.0,-255.2,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,report dataframe completion,textDocument/completion,textDocument/completion,True,47.06080599997904,63.83132619996558,1.0,completion_item_count,Completions found,6.0,-265.2,True,0 +benchmark,pyright,pyright,Pyright,pandas,,dataframe groupby hover,textDocument/hover,textDocument/hover,True,0.6730341999968914,0.7408702000020639,1.0,hover_text_char_count,Hover length,350.0,0.0,True,0 +benchmark,pyright,ty,Ty,pandas,,dataframe groupby hover,textDocument/hover,textDocument/hover,True,0.23339399998576482,0.2897071999768741,1.0,hover_text_char_count,Hover length,329.0,-21.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,pandas,,dataframe groupby hover,textDocument/hover,textDocument/hover,True,2.3850127999935467,2.566359000002194,1.0,hover_text_char_count,Hover length,2759.0,2409.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,dataframe groupby hover,textDocument/hover,textDocument/hover,True,173.46886419999237,176.19543520002026,1.0,hover_text_char_count,Hover length,301.0,-49.0,True,0 +benchmark,pyright,pyright,Pyright,pandas,,build report definition,textDocument/definition,textDocument/definition,True,0.38678859999663473,0.4529295999873284,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,ty,Ty,pandas,,build report definition,textDocument/definition,textDocument/definition,True,0.16949539999586705,0.1918633999935082,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,pandas,,build report definition,textDocument/definition,textDocument/definition,True,0.15772919999790247,0.17095800002380201,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,build report definition,textDocument/definition,textDocument/definition,True,1.0713386000247738,1.1649312000031387,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pyright,Pyright,pandas,,edit dataframe then complete (edit+completion),textDocument/completion,textDocument/completion,True,597.3621428000001,1179.54983059999,1.0,completion_item_count,Completions found,440.0,0.0,True,0 +benchmark,pyright,ty,Ty,pandas,,edit dataframe then complete (edit+completion),textDocument/completion,textDocument/completion,True,16.236834999995153,16.611886999999115,1.0,completion_item_count,Completions found,448.0,8.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,pandas,,edit dataframe then complete (edit+completion),textDocument/completion,textDocument/completion,True,41.099689200007106,43.52288759996554,1.0,completion_item_count,Completions found,256.0,-184.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,edit dataframe then complete (edit+completion),textDocument/completion,textDocument/completion,True,210.7184782000104,214.71709420000025,1.0,completion_item_count,Completions found,441.0,1.0,True,0 +benchmark,pyright,pyright,Pyright,pandas,,edit dataframe then hover (edit+hover),textDocument/hover,textDocument/hover,True,11.14364640001213,16.06948360000615,1.0,hover_text_char_count,Hover length,4292.0,0.0,True,0 +benchmark,pyright,ty,Ty,pandas,,edit dataframe then hover (edit+hover),textDocument/hover,textDocument/hover,True,2.5836646000016117,2.6327567999942403,1.0,hover_text_char_count,Hover length,4441.0,149.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,pandas,,edit dataframe then hover (edit+hover),textDocument/hover,textDocument/hover,True,1.2897662000113996,2.804930800016336,1.0,hover_text_char_count,Hover length,943.0,-3349.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,edit dataframe then hover (edit+hover),textDocument/hover,textDocument/hover,True,166.45141740001463,167.31413800001746,1.0,hover_text_char_count,Hover length,232.0,-4060.0,True,0 +benchmark,pyright,pyright,Pyright,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,6.574444400007451,10.128928999995424,1.0,completion_item_count,Completions found,1.0,0.0,True,0 +benchmark,pyright,ty,Ty,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,3.3222309999928257,7.423579999976935,1.0,completion_item_count,Completions found,1.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,76.93274199999678,306.932162799967,1.0,completion_item_count,Completions found,15.0,14.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,179.95142779998332,382.86216160000777,1.0,completion_item_count,Completions found,1.0,0.0,True,0 +benchmark,pyright,pyright,Pyright,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,1.2292839999986427,1.6070568000031926,1.0,hover_text_char_count,Hover length,10572.0,0.0,True,0 +benchmark,pyright,ty,Ty,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,0.3399169999966034,0.4149947999849246,1.0,hover_text_char_count,Hover length,10621.0,49.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,0.976423400004478,1.006434599980821,1.0,hover_text_char_count,Hover length,15232.0,4660.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,284.8009108000042,286.16658099997494,1.0,hover_text_char_count,Hover length,10498.0,-74.0,True,0 +benchmark,pyright,pyright,Pyright,sqlalchemy,,mapped class definition,textDocument/definition,textDocument/definition,True,0.3627553999990596,0.4190832000062983,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,ty,Ty,sqlalchemy,,mapped class definition,textDocument/definition,textDocument/definition,True,0.16436219998468005,0.19479479999517935,1.0,location_count,Definitions found,2.0,1.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,mapped class definition,textDocument/definition,textDocument/definition,True,0.15262360001315756,0.16055960003313885,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,mapped class definition,textDocument/definition,textDocument/definition,True,0.9536515999911899,1.0163136000073791,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pyright,Pyright,sqlalchemy,,edit query then complete (edit+completion),textDocument/completion,textDocument/completion,True,134.93208740001137,189.57743320000873,1.0,completion_item_count,Completions found,38.0,0.0,True,0 +benchmark,pyright,ty,Ty,sqlalchemy,,edit query then complete (edit+completion),textDocument/completion,textDocument/completion,True,4.141289399990455,4.680355799985136,1.0,completion_item_count,Completions found,23.0,-15.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,edit query then complete (edit+completion),textDocument/completion,textDocument/completion,True,0.6289191999940158,0.6621851999966566,1.0,completion_item_count,Completions found,17.0,-21.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,edit query then complete (edit+completion),textDocument/completion,textDocument/completion,False,31.50495720000208,33.17929920000324,0.0,completion_item_count,Completions found,0.0,-38.0,False,10 +benchmark,pyright,pyright,Pyright,sqlalchemy,,edit session then hover (edit+hover),textDocument/hover,textDocument/hover,True,87.30902620000052,100.28972099996736,1.0,hover_text_char_count,Hover length,900.0,0.0,True,0 +benchmark,pyright,ty,Ty,sqlalchemy,,edit session then hover (edit+hover),textDocument/hover,textDocument/hover,True,3.779500999996799,3.8313374000040312,1.0,hover_text_char_count,Hover length,958.0,58.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,edit session then hover (edit+hover),textDocument/hover,textDocument/hover,True,0.45830059999616424,0.47073800000134725,1.0,hover_text_char_count,Hover length,2246.0,1346.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,edit session then hover (edit+hover),textDocument/hover,textDocument/hover,False,30.694156400011252,30.871413399995618,0.0,hover_text_char_count,Hover length,0.0,-900.0,False,10 +benchmark,pyright,pyright,Pyright,transformers,,classifier pipeline completion,textDocument/completion,textDocument/completion,True,49.07357659999434,79.83866179998813,1.0,completion_item_count,Completions found,123.0,0.0,True,0 +benchmark,pyright,ty,Ty,transformers,,classifier pipeline completion,textDocument/completion,textDocument/completion,True,11.050575199999457,11.934543399991071,1.0,completion_item_count,Completions found,775.0,652.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,transformers,,classifier pipeline completion,textDocument/completion,textDocument/completion,True,804.4055169999979,3216.7739593999604,1.0,completion_item_count,Completions found,15.0,-108.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,transformers,,classifier pipeline completion,textDocument/completion,textDocument/completion,True,117.85111559998995,119.25588659997857,1.0,completion_item_count,Completions found,2.0,-121.0,True,0 +benchmark,pyright,pyright,Pyright,transformers,,pipeline hover,textDocument/hover,textDocument/hover,True,0.4737609999892811,0.5582791999700021,1.0,hover_text_char_count,Hover length,34.0,0.0,True,0 +benchmark,pyright,ty,Ty,transformers,,pipeline hover,textDocument/hover,textDocument/hover,True,0.39520079999419977,1.069273600000997,1.0,hover_text_char_count,Hover length,7.0,-27.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,transformers,,pipeline hover,textDocument/hover,textDocument/hover,True,0.1724611999861736,0.1748763999557923,1.0,hover_text_char_count,Hover length,48.0,14.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,transformers,,pipeline hover,textDocument/hover,textDocument/hover,False,2016.2453764000134,2061.5075464000142,0.0,hover_text_char_count,Hover length,0.0,-34.0,False,10 +benchmark,pyright,pyright,Pyright,transformers,,auto tokenizer definition,textDocument/definition,textDocument/definition,True,0.45194339998033684,0.48488419997738674,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,ty,Ty,transformers,,auto tokenizer definition,textDocument/definition,textDocument/definition,True,0.2542916000152218,0.2894653999987895,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,transformers,,auto tokenizer definition,textDocument/definition,textDocument/definition,True,0.19151640001382475,0.21282140000948857,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,transformers,,auto tokenizer definition,textDocument/definition,textDocument/definition,True,1591.6043077999916,1649.1359558000113,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pyright,Pyright,transformers,,edit prediction then complete (edit+completion),textDocument/completion,textDocument/completion,True,6.729487400002654,8.11009040000954,0.0,completion_item_count,Completions found,0.0,0.0,True,0 +benchmark,pyright,ty,Ty,transformers,,edit prediction then complete (edit+completion),textDocument/completion,textDocument/completion,True,5.873613200003547,6.707428400011395,1.0,completion_item_count,Completions found,23.0,23.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,transformers,,edit prediction then complete (edit+completion),textDocument/completion,textDocument/completion,True,0.4091700000003584,0.45779600000059867,0.0,completion_item_count,Completions found,0.0,0.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,transformers,,edit prediction then complete (edit+completion),textDocument/completion,textDocument/completion,True,2.302656000006209,2.4142763999975614,0.0,completion_item_count,Completions found,0.0,0.0,True,0 +benchmark,pyright,pyright,Pyright,transformers,,edit tokenizer then hover (edit+hover),textDocument/hover,textDocument/hover,True,456.70877159999463,472.09443159999864,1.0,hover_text_char_count,Hover length,30.0,0.0,True,0 +benchmark,pyright,ty,Ty,transformers,,edit tokenizer then hover (edit+hover),textDocument/hover,textDocument/hover,True,5.7991817999777595,6.831811199970161,1.0,hover_text_char_count,Hover length,7.0,-23.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,transformers,,edit tokenizer then hover (edit+hover),textDocument/hover,textDocument/hover,True,16.38723599999139,27.942479199987247,1.0,hover_text_char_count,Hover length,33.0,3.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,transformers,,edit tokenizer then hover (edit+hover),textDocument/hover,textDocument/hover,False,1909.9899880000066,1963.3930819999932,0.0,hover_text_char_count,Hover length,0.0,-30.0,False,10 +benchmark,pyright,pyright,Pyright,web,,request args completion,textDocument/completion,textDocument/completion,True,6.381006400010847,10.389150800006064,1.0,completion_item_count,Completions found,14.0,0.0,True,0 +benchmark,pyright,ty,Ty,web,,request args completion,textDocument/completion,textDocument/completion,True,5.9098577999861845,8.585192399959851,1.0,completion_item_count,Completions found,467.0,453.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,web,,request args completion,textDocument/completion,textDocument/completion,True,65.31770980001284,186.09704059998646,1.0,completion_item_count,Completions found,487.8,473.8,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,request args completion,textDocument/completion,textDocument/completion,True,72.2625938000192,128.6337728000035,1.0,completion_item_count,Completions found,1.0,-13.0,True,0 +benchmark,pyright,pyright,Pyright,web,,client session hover,textDocument/hover,textDocument/hover,True,0.529346800010444,0.6144946000290474,1.0,hover_text_char_count,Hover length,26.0,0.0,True,0 +benchmark,pyright,ty,Ty,web,,client session hover,textDocument/hover,textDocument/hover,True,0.16345779998800936,0.1824031999944964,1.0,hover_text_char_count,Hover length,7.0,-19.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,web,,client session hover,textDocument/hover,textDocument/hover,True,5.084825599988108,18.007965800006783,1.0,hover_text_char_count,Hover length,167.0,141.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,client session hover,textDocument/hover,textDocument/hover,True,121.37237860004007,174.71172399998522,1.0,hover_text_char_count,Hover length,359.0,333.0,True,0 +benchmark,pyright,pyright,Pyright,web,,client references,textDocument/references,textDocument/references,True,0.8349927999915963,1.1855195999601165,1.0,location_count,References found,2.0,0.0,True,0 +benchmark,pyright,ty,Ty,web,,client references,textDocument/references,textDocument/references,True,0.49865959998669496,0.5758907999847906,1.0,location_count,References found,2.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,web,,client references,textDocument/references,textDocument/references,True,0.2695600000038212,0.30133360000945686,1.0,location_count,References found,2.0,0.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,client references,textDocument/references,textDocument/references,True,2.7425331999893388,3.327693400001408,1.0,location_count,References found,2.0,0.0,True,0 +benchmark,pyright,pyright,Pyright,web,,edit response then complete (edit+completion),textDocument/completion,textDocument/completion,True,4.077918999996655,4.340506000005462,1.0,completion_item_count,Completions found,205.0,0.0,True,0 +benchmark,pyright,ty,Ty,web,,edit response then complete (edit+completion),textDocument/completion,textDocument/completion,True,4.238607199988564,5.1761437999743976,1.0,completion_item_count,Completions found,225.0,20.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,web,,edit response then complete (edit+completion),textDocument/completion,textDocument/completion,True,1.5239217999919674,4.551585399963186,1.0,completion_item_count,Completions found,32.0,-173.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,edit response then complete (edit+completion),textDocument/completion,textDocument/completion,True,72.73935599994275,74.8242243999357,1.0,completion_item_count,Completions found,57.0,-148.0,True,0 +benchmark,pyright,pyright,Pyright,web,,edit response then hover (edit+hover),textDocument/hover,textDocument/hover,True,34.22988039999382,38.38364759999422,1.0,hover_text_char_count,Hover length,420.0,0.0,True,0 +benchmark,pyright,ty,Ty,web,,edit response then hover (edit+hover),textDocument/hover,textDocument/hover,True,2.3649303999945914,2.39514299998973,1.0,hover_text_char_count,Hover length,1613.0,1193.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,web,,edit response then hover (edit+hover),textDocument/hover,textDocument/hover,True,3.3379153999931077,6.465946399987388,1.0,hover_text_char_count,Hover length,9977.0,9557.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,edit response then hover (edit+hover),textDocument/hover,textDocument/hover,True,207.4794688000111,209.4633402000909,1.0,hover_text_char_count,Hover length,880.0,460.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,tsp_core,,builtins semantic tokens,typeServer/semanticTokens,semantic token impl using typeServer/getComputedType,True,0.8499585999970805,0.9427613999946515,1.0,semantic_token_count,Semantic tokens found,30.0,,True,0 +benchmark,pyright,pyrefly,Pyrefly,tsp_core,,builtin int computed type,typeServer/getComputedType,typeServer/getComputedType,True,0.15818099998341495,0.16719719997126958,1.0,top_level_count,Results found,7.0,,True,0 +benchmark,pyright,pyrefly,Pyrefly,tsp_core,,list declared type,typeServer/getDeclaredType,typeServer/getDeclaredType,True,0.24793120002186697,0.2555384000061167,1.0,top_level_count,Results found,7.0,,True,0 +benchmark,pyright,pyrefly,Pyrefly,tsp_core,,generic specialization computed type,typeServer/getComputedType,typeServer/getComputedType,True,0.23451499998827785,0.24877219997279099,1.0,top_level_count,Results found,7.0,,True,0 +benchmark,pyright,pyrefly,Pyrefly,tsp_core,,flow narrowed branch type,typeServer/getComputedType,typeServer/getComputedType,False,0.2148826000166082,0.23630599998796242,,,,,,False,10 +benchmark,pyright,pyrefly,Pyrefly,tsp_core,,stdlib path computed type,typeServer/getComputedType,typeServer/getComputedType,True,0.18600059997879725,0.1889439999786191,1.0,top_level_count,Results found,7.0,,True,0 +benchmark,pyright,pyrefly,Pyrefly,tsp_core,,function argument expected type,typeServer/getExpectedType,typeServer/getExpectedType,True,0.18829560000312995,0.1971957999899132,1.0,top_level_count,Results found,7.0,,True,0 +benchmark,pyright,pyrefly,Pyrefly,tsp_core,,edited narrowing recomputes type (edit+getComputedType),typeServer/getComputedType,typeServer/getComputedType,False,0.17019500000969856,0.1970564000430386,,,,,,False,10 +benchmark,pyright,pyrefly,Pyrefly,tsp_semantic,,django semantic tokens,typeServer/semanticTokens,semantic token impl using typeServer/getComputedType,True,18.499230799989164,42.72495140000955,1.0,semantic_token_count,Semantic tokens found,126.0,,True,0 +benchmark,pyright,pyrefly,Pyrefly,tsp_semantic,,transformers semantic tokens,typeServer/semanticTokens,semantic token impl using typeServer/getComputedType,True,126.48350080002047,150.48597640003436,1.0,semantic_token_count,Semantic tokens found,74.0,,True,0 +benchmark,pyright,pyrefly,Pyrefly,tsp_semantic,,stdlib semantic tokens,typeServer/semanticTokens,semantic token impl using typeServer/getComputedType,True,50.073422800005574,56.863259199997174,1.0,semantic_token_count,Semantic tokens found,75.0,,True,0 diff --git a/latest-results/summary-20260912T060455Z.json b/latest-results/summary-20260913T060637Z.json similarity index 93% rename from latest-results/summary-20260912T060455Z.json rename to latest-results/summary-20260913T060637Z.json index 8ad1dd1..1a484d9 100644 --- a/latest-results/summary-20260912T060455Z.json +++ b/latest-results/summary-20260913T060637Z.json @@ -17,12 +17,12 @@ "tsp_semantic" ], "baseline_server": "pyright", - "generated_at": "20260912T060455Z", + "generated_at": "20260913T060637Z", "servers": [ { "id": "pyright", "display_name": "Pyright", - "output_path": "results/bench-servers/pyright-20260912T060455Z.json", + "output_path": "results/bench-servers/pyright-20260913T060637Z.json", "success": true, "benchmark_count": 6, "command": [ @@ -58,7 +58,7 @@ { "id": "ty", "display_name": "Ty", - "output_path": "results/bench-servers/ty-20260912T060455Z.json", + "output_path": "results/bench-servers/ty-20260913T060637Z.json", "success": true, "benchmark_count": 6, "command": [ @@ -91,7 +91,7 @@ { "id": "pyrefly", "display_name": "Pyrefly", - "output_path": "results/bench-servers/pyrefly-20260912T060455Z.json", + "output_path": "results/bench-servers/pyrefly-20260913T060637Z.json", "success": false, "benchmark_count": 8, "command": [ @@ -131,7 +131,7 @@ { "id": "pylsp-mypy", "display_name": "pylsp-mypy", - "output_path": "results/bench-servers/pylsp-mypy-20260912T060455Z.json", + "output_path": "results/bench-servers/pylsp-mypy-20260913T060637Z.json", "success": false, "benchmark_count": 6, "command": [ diff --git a/latest-results/summary-20260912T060455Z.md b/latest-results/summary-20260913T060637Z.md similarity index 60% rename from latest-results/summary-20260912T060455Z.md rename to latest-results/summary-20260913T060637Z.md index 9b87b56..ad9d110 100644 --- a/latest-results/summary-20260912T060455Z.md +++ b/latest-results/summary-20260913T060637Z.md @@ -1,8 +1,8 @@ # Python LSP Benchmark Comparison -Generated from `results/bench-servers/summary-20260912T060455Z.json` +Generated from `results/bench-servers/summary-20260913T060637Z.json` -- Generated at: 20260912T060455Z +- Generated at: 20260913T060637Z - Config: `github-releases` - Servers: pyright, ty, pyrefly, pylsp-mypy - Baseline server: Pyright (pyright) @@ -30,10 +30,10 @@ Generated from `results/bench-servers/summary-20260912T060455Z.json` | Server | Success | Benchmarks | Wall clock ms | Avg measured ms | Measured requests | Non-empty % | Failed points | | --- | --- | --- | ---: | ---: | ---: | ---: | ---: | -| Ty | yes | 6 | 4824.55 | 3.90 | 150 | 100% | 0 | -| Pyrefly | no | 8 | 16364.27 | 36.72 | 205 | 97% | 2 | -| Pyright | yes | 6 | 38374.25 | 73.80 | 150 | 97% | 0 | -| pylsp-mypy | no | 6 | 220485.23 | 374.47 | 150 | 80% | 5 | +| Ty | yes | 6 | 4873.13 | 3.82 | 150 | 100% | 0 | +| Pyrefly | no | 8 | 15468.71 | 35.87 | 205 | 97% | 2 | +| Pyright | yes | 6 | 35098.62 | 64.82 | 150 | 97% | 0 | +| pylsp-mypy | no | 6 | 167484.73 | 282.33 | 150 | 80% | 5 | *Wall clock ms includes server startup, warmup iterations, and shutdown — but excludes one-time environment creation and dependency installation.* @@ -41,10 +41,10 @@ Generated from `results/bench-servers/summary-20260912T060455Z.json` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| Ty | yes | 395.80 | 3.31 | 5 | 25 | 100% | 0 | -| Pyrefly | yes | 1147.19 | 25.89 | 5 | 25 | 100% | 0 | -| Pyright | yes | 4628.09 | 80.21 | 5 | 25 | 100% | 0 | -| pylsp-mypy | no | 7859.90 | 113.79 | 5 | 25 | 80% | 1 | +| Ty | yes | 388.14 | 3.16 | 5 | 25 | 100% | 0 | +| Pyrefly | yes | 1148.36 | 28.85 | 5 | 25 | 100% | 0 | +| Pyright | yes | 4617.76 | 81.02 | 5 | 25 | 100% | 0 | +| pylsp-mypy | no | 6969.36 | 98.45 | 5 | 25 | 80% | 1 | ### dataframe completion @@ -52,10 +52,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 1.60 | 1.70 | 100% | 223.00 | +22.00 | pass | -| Pyright | yes | 6.32 | 9.74 | 100% | 201.00 | 0.00 | pass | -| Pyrefly | yes | 94.67 | 375.82 | 100% | 250.00 | +49.00 | pass | -| pylsp-mypy | yes | 213.77 | 460.56 | 100% | 188.00 | -13.00 | pass | +| Ty | yes | 1.65 | 1.82 | 100% | 223.00 | +22.00 | pass | +| Pyright | yes | 6.56 | 10.28 | 100% | 201.00 | 0.00 | pass | +| Pyrefly | yes | 81.93 | 317.24 | 100% | 250.00 | +49.00 | pass | +| pylsp-mypy | yes | 176.29 | 389.01 | 100% | 188.00 | -13.00 | pass | ### dataframe describe hover @@ -63,10 +63,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 0.32 | 0.33 | 100% | 4232.00 | +213.00 | pass | -| Pyright | yes | 1.05 | 1.40 | 100% | 4019.00 | 0.00 | pass | -| Pyrefly | yes | 2.48 | 2.70 | 100% | 3182.00 | -837.00 | pass | -| pylsp-mypy | yes | 180.72 | 185.18 | 100% | 4134.00 | +115.00 | pass | +| Ty | yes | 0.25 | 0.28 | 100% | 4232.00 | +213.00 | pass | +| Pyright | yes | 1.24 | 1.51 | 100% | 4019.00 | 0.00 | pass | +| Pyrefly | yes | 3.64 | 7.29 | 100% | 3182.00 | -837.00 | pass | +| pylsp-mypy | yes | 159.73 | 162.36 | 100% | 4134.00 | +115.00 | pass | ### summarize definition @@ -74,10 +74,10 @@ Method: `textDocument/definition` | Server | Success | Mean ms | P95 ms | Non-empty % | Definitions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 0.22 | 0.23 | 100% | 1.00 | 0.00 | pass | -| Pyrefly | yes | 0.23 | 0.26 | 100% | 1.00 | 0.00 | pass | -| Pyright | yes | 0.39 | 0.43 | 100% | 1.00 | 0.00 | pass | -| pylsp-mypy | yes | 1.09 | 1.12 | 100% | 1.00 | 0.00 | pass | +| Pyrefly | yes | 0.16 | 0.18 | 100% | 1.00 | 0.00 | pass | +| Ty | yes | 0.20 | 0.31 | 100% | 1.00 | 0.00 | pass | +| Pyright | yes | 0.44 | 0.53 | 100% | 1.00 | 0.00 | pass | +| pylsp-mypy | yes | 1.03 | 1.16 | 100% | 1.00 | 0.00 | pass | ### edit array then complete (edit+completion) @@ -85,10 +85,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| pylsp-mypy | no | 4.41 | 4.65 | 0% | 0.00 | -168.00 | fail (10) | -| Ty | yes | 10.51 | 13.49 | 100% | 168.00 | 0.00 | pass | -| Pyrefly | yes | 25.91 | 32.01 | 100% | 149.00 | -19.00 | pass | -| Pyright | yes | 361.56 | 479.82 | 100% | 168.00 | 0.00 | pass | +| pylsp-mypy | no | 3.84 | 4.18 | 0% | 0.00 | -168.00 | fail (10) | +| Ty | yes | 10.21 | 12.06 | 100% | 168.00 | 0.00 | pass | +| Pyrefly | yes | 39.35 | 46.11 | 100% | 149.00 | -19.00 | pass | +| Pyright | yes | 365.89 | 525.78 | 100% | 168.00 | 0.00 | pass | ### edit array then hover (edit+hover) @@ -96,10 +96,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 3.88 | 4.57 | 100% | 267.00 | -11.00 | pass | -| Pyrefly | yes | 6.16 | 15.50 | 100% | 2546.00 | +2268.00 | pass | -| Pyright | yes | 31.72 | 34.84 | 100% | 278.00 | 0.00 | pass | -| pylsp-mypy | yes | 168.93 | 174.50 | 100% | 5662.00 | +5384.00 | pass | +| Ty | yes | 3.50 | 3.79 | 100% | 267.00 | -11.00 | pass | +| Pyrefly | yes | 19.16 | 62.96 | 100% | 2546.00 | +2268.00 | pass | +| Pyright | yes | 30.99 | 34.13 | 100% | 278.00 | 0.00 | pass | +| pylsp-mypy | yes | 151.36 | 153.20 | 100% | 5662.00 | +5384.00 | pass | ### Result Differences @@ -112,10 +112,10 @@ Method: `textDocument/hover` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| Ty | yes | 248.94 | 2.52 | 5 | 25 | 100% | 0 | -| Pyrefly | yes | 306.30 | 4.68 | 5 | 25 | 100% | 0 | -| Pyright | yes | 1459.34 | 14.44 | 5 | 25 | 100% | 0 | -| pylsp-mypy | yes | 7778.46 | 175.05 | 5 | 25 | 100% | 0 | +| Ty | yes | 246.31 | 2.41 | 5 | 25 | 100% | 0 | +| Pyrefly | yes | 295.57 | 4.69 | 5 | 25 | 100% | 0 | +| Pyright | yes | 1342.03 | 13.36 | 5 | 25 | 100% | 0 | +| pylsp-mypy | yes | 6720.81 | 147.25 | 5 | 25 | 100% | 0 | ### queryset completion @@ -123,10 +123,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyright | yes | 4.61 | 7.30 | 100% | 10.00 | 0.00 | pass | -| Ty | yes | 4.91 | 7.42 | 100% | 261.00 | +251.00 | pass | -| Pyrefly | yes | 15.62 | 61.00 | 100% | 15.00 | +5.00 | pass | -| pylsp-mypy | yes | 213.00 | 655.62 | 100% | 2.00 | -8.00 | pass | +| Pyright | yes | 4.46 | 7.08 | 100% | 10.00 | 0.00 | pass | +| Ty | yes | 4.83 | 6.89 | 100% | 261.00 | +251.00 | pass | +| Pyrefly | yes | 15.04 | 59.18 | 100% | 15.00 | +5.00 | pass | +| pylsp-mypy | yes | 167.82 | 514.12 | 100% | 2.00 | -8.00 | pass | ### queryset filter hover @@ -134,10 +134,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 0.23 | 0.24 | 100% | 46.00 | -11.00 | pass | -| Pyrefly | yes | 0.27 | 0.30 | 100% | 298.00 | +241.00 | pass | -| Pyright | yes | 0.53 | 0.57 | 100% | 57.00 | 0.00 | pass | -| pylsp-mypy | yes | 157.06 | 161.96 | 100% | 57.00 | 0.00 | pass | +| Ty | yes | 0.18 | 0.21 | 100% | 46.00 | -11.00 | pass | +| Pyrefly | yes | 0.22 | 0.28 | 100% | 298.00 | +241.00 | pass | +| Pyright | yes | 0.54 | 0.58 | 100% | 57.00 | 0.00 | pass | +| pylsp-mypy | yes | 141.14 | 143.18 | 100% | 57.00 | 0.00 | pass | ### model definition @@ -145,10 +145,10 @@ Method: `textDocument/definition` | Server | Success | Mean ms | P95 ms | Non-empty % | Definitions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 0.20 | 0.21 | 100% | 1.00 | 0.00 | pass | -| Pyrefly | yes | 0.22 | 0.24 | 100% | 1.00 | 0.00 | pass | -| Pyright | yes | 0.37 | 0.41 | 100% | 1.00 | 0.00 | pass | -| pylsp-mypy | yes | 1.07 | 1.12 | 100% | 1.00 | 0.00 | pass | +| Ty | yes | 0.15 | 0.17 | 100% | 1.00 | 0.00 | pass | +| Pyrefly | yes | 0.17 | 0.18 | 100% | 1.00 | 0.00 | pass | +| Pyright | yes | 0.32 | 0.36 | 100% | 1.00 | 0.00 | pass | +| pylsp-mypy | yes | 1.01 | 1.10 | 100% | 1.00 | 0.00 | pass | ### edit queryset then complete (edit+completion) @@ -156,10 +156,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 4.36 | 4.68 | 100% | 104.00 | 0.00 | pass | -| Pyrefly | yes | 5.85 | 13.77 | 100% | 83.00 | -21.00 | pass | -| Pyright | yes | 27.34 | 31.19 | 100% | 104.00 | 0.00 | pass | -| pylsp-mypy | yes | 257.37 | 300.16 | 100% | 143.00 | +39.00 | pass | +| Ty | yes | 4.35 | 4.89 | 100% | 104.00 | 0.00 | pass | +| Pyrefly | yes | 6.55 | 20.85 | 100% | 83.00 | -21.00 | pass | +| Pyright | yes | 26.13 | 29.58 | 100% | 104.00 | 0.00 | pass | +| pylsp-mypy | yes | 213.85 | 243.54 | 100% | 143.00 | +39.00 | pass | ### edit queryset then hover (edit+hover) @@ -167,10 +167,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 1.45 | 3.83 | 100% | 858.00 | +775.00 | pass | -| Ty | yes | 2.88 | 2.95 | 100% | 100.00 | +17.00 | pass | -| Pyright | yes | 39.32 | 47.01 | 100% | 83.00 | 0.00 | pass | -| pylsp-mypy | yes | 246.74 | 248.11 | 100% | 71.00 | -12.00 | pass | +| Pyrefly | yes | 1.49 | 4.30 | 100% | 858.00 | +775.00 | pass | +| Ty | yes | 2.57 | 2.59 | 100% | 100.00 | +17.00 | pass | +| Pyright | yes | 35.38 | 41.33 | 100% | 83.00 | 0.00 | pass | +| pylsp-mypy | yes | 212.42 | 213.65 | 100% | 71.00 | -12.00 | pass | ### Result Differences @@ -183,10 +183,10 @@ Method: `textDocument/hover` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| Ty | yes | 818.88 | 7.58 | 5 | 25 | 100% | 0 | -| Pyrefly | yes | 1150.11 | 28.25 | 5 | 25 | 100% | 0 | -| pylsp-mypy | yes | 8014.60 | 141.28 | 5 | 25 | 100% | 0 | -| Pyright | yes | 11474.68 | 183.83 | 5 | 25 | 100% | 0 | +| Ty | yes | 831.76 | 7.68 | 5 | 25 | 100% | 0 | +| Pyrefly | yes | 1055.64 | 25.85 | 5 | 25 | 100% | 0 | +| pylsp-mypy | yes | 7050.15 | 119.75 | 5 | 25 | 100% | 0 | +| Pyright | yes | 9583.78 | 136.53 | 5 | 25 | 100% | 0 | ### report dataframe completion @@ -194,10 +194,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 18.36 | 21.26 | 100% | 1000.00 | +728.80 | pass | -| Pyright | yes | 84.49 | 283.35 | 100% | 271.20 | 0.00 | pass | -| Pyrefly | yes | 84.52 | 333.25 | 100% | 16.00 | -255.20 | pass | -| pylsp-mypy | yes | 100.14 | 242.49 | 100% | 6.00 | -265.20 | pass | +| Ty | yes | 19.16 | 23.04 | 100% | 1000.00 | +728.80 | pass | +| pylsp-mypy | yes | 47.06 | 63.83 | 100% | 6.00 | -265.20 | pass | +| Pyright | yes | 73.09 | 242.60 | 100% | 271.20 | 0.00 | pass | +| Pyrefly | yes | 84.31 | 336.34 | 100% | 16.00 | -255.20 | pass | ### dataframe groupby hover @@ -205,10 +205,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 0.25 | 0.27 | 100% | 329.00 | -21.00 | pass | -| Pyright | yes | 0.74 | 0.80 | 100% | 350.00 | 0.00 | pass | -| Pyrefly | yes | 4.07 | 5.88 | 100% | 2759.00 | +2409.00 | pass | -| pylsp-mypy | yes | 190.93 | 192.50 | 100% | 301.00 | -49.00 | pass | +| Ty | yes | 0.23 | 0.29 | 100% | 329.00 | -21.00 | pass | +| Pyright | yes | 0.67 | 0.74 | 100% | 350.00 | 0.00 | pass | +| Pyrefly | yes | 2.39 | 2.57 | 100% | 2759.00 | +2409.00 | pass | +| pylsp-mypy | yes | 173.47 | 176.20 | 100% | 301.00 | -49.00 | pass | ### build report definition @@ -216,10 +216,10 @@ Method: `textDocument/definition` | Server | Success | Mean ms | P95 ms | Non-empty % | Definitions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 0.21 | 0.24 | 100% | 1.00 | 0.00 | pass | -| Pyright | yes | 0.40 | 0.46 | 100% | 1.00 | 0.00 | pass | -| pylsp-mypy | yes | 1.07 | 1.12 | 100% | 1.00 | 0.00 | pass | -| Pyrefly | yes | 2.93 | 2.95 | 100% | 1.00 | 0.00 | pass | +| Pyrefly | yes | 0.16 | 0.17 | 100% | 1.00 | 0.00 | pass | +| Ty | yes | 0.17 | 0.19 | 100% | 1.00 | 0.00 | pass | +| Pyright | yes | 0.39 | 0.45 | 100% | 1.00 | 0.00 | pass | +| pylsp-mypy | yes | 1.07 | 1.16 | 100% | 1.00 | 0.00 | pass | ### edit dataframe then complete (edit+completion) @@ -227,10 +227,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 16.29 | 17.43 | 100% | 448.00 | +8.00 | pass | -| Pyrefly | yes | 41.12 | 69.75 | 100% | 256.00 | -184.00 | pass | -| pylsp-mypy | yes | 229.87 | 237.94 | 100% | 441.00 | +1.00 | pass | -| Pyright | yes | 821.30 | 1310.67 | 100% | 440.00 | 0.00 | pass | +| Ty | yes | 16.24 | 16.61 | 100% | 448.00 | +8.00 | pass | +| Pyrefly | yes | 41.10 | 43.52 | 100% | 256.00 | -184.00 | pass | +| pylsp-mypy | yes | 210.72 | 214.72 | 100% | 441.00 | +1.00 | pass | +| Pyright | yes | 597.36 | 1179.55 | 100% | 440.00 | 0.00 | pass | ### edit dataframe then hover (edit+hover) @@ -238,10 +238,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 2.79 | 2.85 | 100% | 4441.00 | +149.00 | pass | -| Pyrefly | yes | 8.64 | 14.98 | 100% | 943.00 | -3349.00 | pass | -| Pyright | yes | 12.22 | 14.93 | 100% | 4292.00 | 0.00 | pass | -| pylsp-mypy | yes | 184.39 | 186.14 | 100% | 232.00 | -4060.00 | pass | +| Pyrefly | yes | 1.29 | 2.80 | 100% | 943.00 | -3349.00 | pass | +| Ty | yes | 2.58 | 2.63 | 100% | 4441.00 | +149.00 | pass | +| Pyright | yes | 11.14 | 16.07 | 100% | 4292.00 | 0.00 | pass | +| pylsp-mypy | yes | 166.45 | 167.31 | 100% | 232.00 | -4060.00 | pass | ### Result Differences @@ -254,10 +254,10 @@ Method: `textDocument/hover` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| Ty | yes | 352.19 | 2.48 | 5 | 25 | 100% | 0 | -| Pyrefly | yes | 1018.57 | 24.68 | 5 | 25 | 100% | 0 | -| Pyright | yes | 3638.99 | 47.93 | 5 | 25 | 100% | 0 | -| pylsp-mypy | no | 7036.37 | 116.73 | 5 | 25 | 60% | 2 | +| Ty | yes | 358.25 | 2.35 | 5 | 25 | 100% | 0 | +| Pyrefly | yes | 755.29 | 15.83 | 5 | 25 | 100% | 0 | +| Pyright | yes | 3320.94 | 46.08 | 5 | 25 | 100% | 0 | +| pylsp-mypy | no | 6201.92 | 105.58 | 5 | 25 | 60% | 2 | ### query completion @@ -265,10 +265,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 3.33 | 7.63 | 100% | 1.00 | 0.00 | pass | -| Pyright | yes | 7.42 | 13.09 | 100% | 1.00 | 0.00 | pass | -| Pyrefly | yes | 112.02 | 437.36 | 100% | 15.00 | +14.00 | pass | -| pylsp-mypy | yes | 177.63 | 461.49 | 100% | 1.00 | 0.00 | pass | +| Ty | yes | 3.32 | 7.42 | 100% | 1.00 | 0.00 | pass | +| Pyright | yes | 6.57 | 10.13 | 100% | 1.00 | 0.00 | pass | +| Pyrefly | yes | 76.93 | 306.93 | 100% | 15.00 | +14.00 | pass | +| pylsp-mypy | yes | 179.95 | 382.86 | 100% | 1.00 | 0.00 | pass | ### sessionmaker hover @@ -276,10 +276,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 0.39 | 0.40 | 100% | 10621.00 | +49.00 | pass | -| Pyright | yes | 1.17 | 1.30 | 100% | 10572.00 | 0.00 | pass | -| Pyrefly | yes | 2.28 | 2.65 | 100% | 15232.00 | +4660.00 | pass | -| pylsp-mypy | yes | 328.74 | 331.91 | 100% | 10498.00 | -74.00 | pass | +| Ty | yes | 0.34 | 0.41 | 100% | 10621.00 | +49.00 | pass | +| Pyrefly | yes | 0.98 | 1.01 | 100% | 15232.00 | +4660.00 | pass | +| Pyright | yes | 1.23 | 1.61 | 100% | 10572.00 | 0.00 | pass | +| pylsp-mypy | yes | 284.80 | 286.17 | 100% | 10498.00 | -74.00 | pass | ### mapped class definition @@ -287,10 +287,10 @@ Method: `textDocument/definition` | Server | Success | Mean ms | P95 ms | Non-empty % | Definitions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 0.24 | 0.27 | 100% | 2.00 | +1.00 | pass | -| Pyright | yes | 0.42 | 0.44 | 100% | 1.00 | 0.00 | pass | -| Pyrefly | yes | 0.52 | 1.21 | 100% | 1.00 | 0.00 | pass | -| pylsp-mypy | yes | 1.11 | 1.21 | 100% | 1.00 | 0.00 | pass | +| Pyrefly | yes | 0.15 | 0.16 | 100% | 1.00 | 0.00 | pass | +| Ty | yes | 0.16 | 0.19 | 100% | 2.00 | +1.00 | pass | +| Pyright | yes | 0.36 | 0.42 | 100% | 1.00 | 0.00 | pass | +| pylsp-mypy | yes | 0.95 | 1.02 | 100% | 1.00 | 0.00 | pass | ### edit query then complete (edit+completion) @@ -298,10 +298,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 4.36 | 4.70 | 100% | 23.00 | -15.00 | pass | -| Pyrefly | yes | 6.39 | 21.52 | 100% | 17.00 | -21.00 | pass | -| pylsp-mypy | no | 37.97 | 38.24 | 0% | 0.00 | -38.00 | fail (10) | -| Pyright | yes | 139.30 | 199.54 | 100% | 38.00 | 0.00 | pass | +| Pyrefly | yes | 0.63 | 0.66 | 100% | 17.00 | -21.00 | pass | +| Ty | yes | 4.14 | 4.68 | 100% | 23.00 | -15.00 | pass | +| pylsp-mypy | no | 31.50 | 33.18 | 0% | 0.00 | -38.00 | fail (10) | +| Pyright | yes | 134.93 | 189.58 | 100% | 38.00 | 0.00 | pass | ### edit session then hover (edit+hover) @@ -309,10 +309,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 2.19 | 3.44 | 100% | 2246.00 | +1346.00 | pass | -| Ty | yes | 4.09 | 4.25 | 100% | 958.00 | +58.00 | pass | -| pylsp-mypy | no | 38.20 | 39.06 | 0% | 0.00 | -900.00 | fail (10) | -| Pyright | yes | 91.32 | 97.81 | 100% | 900.00 | 0.00 | pass | +| Pyrefly | yes | 0.46 | 0.47 | 100% | 2246.00 | +1346.00 | pass | +| Ty | yes | 3.78 | 3.83 | 100% | 958.00 | +58.00 | pass | +| pylsp-mypy | no | 30.69 | 30.87 | 0% | 0.00 | -900.00 | fail (10) | +| Pyright | yes | 87.31 | 100.29 | 100% | 900.00 | 0.00 | pass | ### Result Differences @@ -326,10 +326,10 @@ Method: `textDocument/hover` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| Ty | yes | 2698.40 | 4.82 | 5 | 25 | 100% | 0 | -| Pyright | yes | 15610.64 | 106.85 | 5 | 25 | 80% | 0 | -| Pyrefly | yes | 5812.15 | 185.94 | 5 | 25 | 80% | 0 | -| pylsp-mypy | no | 184732.86 | 1586.31 | 5 | 25 | 40% | 2 | +| Ty | yes | 2739.29 | 4.67 | 5 | 25 | 100% | 0 | +| Pyright | yes | 14765.21 | 102.69 | 5 | 25 | 80% | 0 | +| Pyrefly | yes | 5226.98 | 164.31 | 5 | 25 | 80% | 0 | +| pylsp-mypy | no | 136282.99 | 1127.60 | 5 | 25 | 40% | 2 | ### classifier pipeline completion @@ -337,10 +337,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 11.47 | 12.12 | 100% | 775.00 | +652.00 | pass | -| Pyright | yes | 47.92 | 78.50 | 100% | 123.00 | 0.00 | pass | -| pylsp-mypy | yes | 150.79 | 153.99 | 100% | 2.00 | -121.00 | pass | -| Pyrefly | yes | 904.16 | 3586.61 | 100% | 15.00 | -108.00 | pass | +| Ty | yes | 11.05 | 11.93 | 100% | 775.00 | +652.00 | pass | +| Pyright | yes | 49.07 | 79.84 | 100% | 123.00 | 0.00 | pass | +| pylsp-mypy | yes | 117.85 | 119.26 | 100% | 2.00 | -121.00 | pass | +| Pyrefly | yes | 804.41 | 3216.77 | 100% | 15.00 | -108.00 | pass | ### pipeline hover @@ -348,10 +348,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 0.24 | 0.27 | 100% | 7.00 | -27.00 | pass | -| Pyright | yes | 0.50 | 0.57 | 100% | 34.00 | 0.00 | pass | -| Pyrefly | yes | 2.20 | 2.95 | 100% | 48.00 | +14.00 | pass | -| pylsp-mypy | no | 2809.23 | 2850.44 | 0% | 0.00 | -34.00 | fail (10) | +| Pyrefly | yes | 0.17 | 0.17 | 100% | 48.00 | +14.00 | pass | +| Ty | yes | 0.40 | 1.07 | 100% | 7.00 | -27.00 | pass | +| Pyright | yes | 0.47 | 0.56 | 100% | 34.00 | 0.00 | pass | +| pylsp-mypy | no | 2016.25 | 2061.51 | 0% | 0.00 | -34.00 | fail (10) | ### auto tokenizer definition @@ -359,10 +359,10 @@ Method: `textDocument/definition` | Server | Success | Mean ms | P95 ms | Non-empty % | Definitions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 0.27 | 0.29 | 100% | 1.00 | 0.00 | pass | -| Ty | yes | 0.30 | 0.31 | 100% | 1.00 | 0.00 | pass | -| Pyright | yes | 0.42 | 0.49 | 100% | 1.00 | 0.00 | pass | -| pylsp-mypy | yes | 2257.56 | 2292.89 | 100% | 1.00 | 0.00 | pass | +| Pyrefly | yes | 0.19 | 0.21 | 100% | 1.00 | 0.00 | pass | +| Ty | yes | 0.25 | 0.29 | 100% | 1.00 | 0.00 | pass | +| Pyright | yes | 0.45 | 0.48 | 100% | 1.00 | 0.00 | pass | +| pylsp-mypy | yes | 1591.60 | 1649.14 | 100% | 1.00 | 0.00 | pass | ### edit prediction then complete (edit+completion) @@ -370,10 +370,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| pylsp-mypy | yes | 2.66 | 2.85 | 0% | 0.00 | 0.00 | pass | -| Pyright | yes | 6.23 | 7.12 | 0% | 0.00 | 0.00 | pass | -| Ty | yes | 6.41 | 7.46 | 100% | 23.00 | +23.00 | pass | -| Pyrefly | yes | 8.53 | 26.32 | 0% | 0.00 | 0.00 | pass | +| Pyrefly | yes | 0.41 | 0.46 | 0% | 0.00 | 0.00 | pass | +| pylsp-mypy | yes | 2.30 | 2.41 | 0% | 0.00 | 0.00 | pass | +| Ty | yes | 5.87 | 6.71 | 100% | 23.00 | +23.00 | pass | +| Pyright | yes | 6.73 | 8.11 | 0% | 0.00 | 0.00 | pass | ### edit tokenizer then hover (edit+hover) @@ -381,10 +381,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 5.69 | 5.90 | 100% | 7.00 | -23.00 | pass | -| Pyrefly | yes | 14.55 | 24.89 | 100% | 33.00 | +3.00 | pass | -| Pyright | yes | 479.17 | 503.08 | 100% | 30.00 | 0.00 | pass | -| pylsp-mypy | no | 2711.33 | 2735.50 | 0% | 0.00 | -30.00 | fail (10) | +| Ty | yes | 5.80 | 6.83 | 100% | 7.00 | -23.00 | pass | +| Pyrefly | yes | 16.39 | 27.94 | 100% | 33.00 | +3.00 | pass | +| Pyright | yes | 456.71 | 472.09 | 100% | 30.00 | 0.00 | pass | +| pylsp-mypy | no | 1909.99 | 1963.39 | 0% | 0.00 | -30.00 | fail (10) | ### Result Differences @@ -397,10 +397,10 @@ Method: `textDocument/hover` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| Ty | yes | 310.34 | 2.69 | 5 | 25 | 100% | 0 | -| Pyright | yes | 1562.52 | 9.54 | 5 | 25 | 100% | 0 | -| Pyrefly | yes | 898.79 | 14.92 | 5 | 25 | 100% | 0 | -| pylsp-mypy | yes | 5063.03 | 113.63 | 5 | 25 | 100% | 0 | +| Ty | yes | 309.38 | 2.64 | 5 | 25 | 100% | 0 | +| Pyright | yes | 1468.90 | 9.21 | 5 | 25 | 100% | 0 | +| Pyrefly | yes | 758.68 | 15.11 | 5 | 25 | 100% | 0 | +| pylsp-mypy | yes | 4259.49 | 95.32 | 5 | 25 | 100% | 0 | ### request args completion @@ -408,10 +408,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 5.90 | 8.69 | 100% | 467.00 | +453.00 | pass | -| Pyright | yes | 6.01 | 10.63 | 100% | 14.00 | 0.00 | pass | -| Pyrefly | yes | 65.24 | 184.65 | 100% | 487.80 | +473.80 | pass | -| pylsp-mypy | yes | 80.83 | 137.57 | 100% | 1.00 | -13.00 | pass | +| Ty | yes | 5.91 | 8.59 | 100% | 467.00 | +453.00 | pass | +| Pyright | yes | 6.38 | 10.39 | 100% | 14.00 | 0.00 | pass | +| Pyrefly | yes | 65.32 | 186.10 | 100% | 487.80 | +473.80 | pass | +| pylsp-mypy | yes | 72.26 | 128.63 | 100% | 1.00 | -13.00 | pass | ### client session hover @@ -419,10 +419,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 0.23 | 0.25 | 100% | 7.00 | -19.00 | pass | -| Pyright | yes | 0.54 | 0.59 | 100% | 26.00 | 0.00 | pass | -| Pyrefly | yes | 5.39 | 19.00 | 100% | 167.00 | +141.00 | pass | -| pylsp-mypy | yes | 154.96 | 225.17 | 100% | 359.00 | +333.00 | pass | +| Ty | yes | 0.16 | 0.18 | 100% | 7.00 | -19.00 | pass | +| Pyright | yes | 0.53 | 0.61 | 100% | 26.00 | 0.00 | pass | +| Pyrefly | yes | 5.08 | 18.01 | 100% | 167.00 | +141.00 | pass | +| pylsp-mypy | yes | 121.37 | 174.71 | 100% | 359.00 | +333.00 | pass | ### client references @@ -430,10 +430,10 @@ Method: `textDocument/references` | Server | Success | Mean ms | P95 ms | Non-empty % | References found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 0.33 | 0.35 | 100% | 2.00 | 0.00 | pass | -| Ty | yes | 0.56 | 0.64 | 100% | 2.00 | 0.00 | pass | -| Pyright | yes | 0.81 | 0.96 | 100% | 2.00 | 0.00 | pass | -| pylsp-mypy | yes | 3.48 | 4.14 | 100% | 2.00 | 0.00 | pass | +| Pyrefly | yes | 0.27 | 0.30 | 100% | 2.00 | 0.00 | pass | +| Ty | yes | 0.50 | 0.58 | 100% | 2.00 | 0.00 | pass | +| Pyright | yes | 0.83 | 1.19 | 100% | 2.00 | 0.00 | pass | +| pylsp-mypy | yes | 2.74 | 3.33 | 100% | 2.00 | 0.00 | pass | ### edit response then complete (edit+completion) @@ -441,10 +441,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 0.58 | 0.61 | 100% | 32.00 | -173.00 | pass | -| Ty | yes | 4.10 | 4.48 | 100% | 225.00 | +20.00 | pass | -| Pyright | yes | 4.82 | 7.54 | 100% | 205.00 | 0.00 | pass | -| pylsp-mypy | yes | 90.53 | 91.46 | 100% | 57.00 | -148.00 | pass | +| Pyrefly | yes | 1.52 | 4.55 | 100% | 32.00 | -173.00 | pass | +| Pyright | yes | 4.08 | 4.34 | 100% | 205.00 | 0.00 | pass | +| Ty | yes | 4.24 | 5.18 | 100% | 225.00 | +20.00 | pass | +| pylsp-mypy | yes | 72.74 | 74.82 | 100% | 57.00 | -148.00 | pass | ### edit response then hover (edit+hover) @@ -452,10 +452,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 2.64 | 2.93 | 100% | 1613.00 | +1193.00 | pass | -| Pyrefly | yes | 3.06 | 5.55 | 100% | 9977.00 | +9557.00 | pass | -| Pyright | yes | 35.54 | 39.37 | 100% | 420.00 | 0.00 | pass | -| pylsp-mypy | yes | 238.36 | 244.55 | 100% | 880.00 | +460.00 | pass | +| Ty | yes | 2.36 | 2.40 | 100% | 1613.00 | +1193.00 | pass | +| Pyrefly | yes | 3.34 | 6.47 | 100% | 9977.00 | +9557.00 | pass | +| Pyright | yes | 34.23 | 38.38 | 100% | 420.00 | 0.00 | pass | +| pylsp-mypy | yes | 207.48 | 209.46 | 100% | 880.00 | +460.00 | pass | ### Result Differences @@ -468,7 +468,7 @@ Method: `textDocument/hover` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| Pyrefly | no | 227.58 | 0.33 | 8 | 40 | 100% | 2 | +| Pyrefly | no | 214.17 | 0.28 | 8 | 40 | 100% | 2 | ### builtins semantic tokens @@ -476,7 +476,7 @@ Method: semantic token impl using typeServer/getComputedType | Server | Success | Mean ms | P95 ms | Non-empty % | Semantic tokens found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 1.01 | 1.07 | 100% | 30.00 | 0.00 | pass | +| Pyrefly | yes | 0.85 | 0.94 | 100% | 30.00 | 0.00 | pass | ### builtin int computed type @@ -484,7 +484,7 @@ Method: `typeServer/getComputedType` | Server | Success | Mean ms | P95 ms | Non-empty % | Results found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 0.20 | 0.21 | 100% | 7.00 | 0.00 | pass | +| Pyrefly | yes | 0.16 | 0.17 | 100% | 7.00 | 0.00 | pass | ### list declared type @@ -492,7 +492,7 @@ Method: `typeServer/getDeclaredType` | Server | Success | Mean ms | P95 ms | Non-empty % | Results found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 0.23 | 0.24 | 100% | 7.00 | 0.00 | pass | +| Pyrefly | yes | 0.25 | 0.26 | 100% | 7.00 | 0.00 | pass | ### generic specialization computed type @@ -500,7 +500,7 @@ Method: `typeServer/getComputedType` | Server | Success | Mean ms | P95 ms | Non-empty % | Results found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 0.23 | 0.24 | 100% | 7.00 | 0.00 | pass | +| Pyrefly | yes | 0.23 | 0.25 | 100% | 7.00 | 0.00 | pass | ### stdlib path computed type @@ -508,7 +508,7 @@ Method: `typeServer/getComputedType` | Server | Success | Mean ms | P95 ms | Non-empty % | Results found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 0.24 | 0.25 | 100% | 7.00 | 0.00 | pass | +| Pyrefly | yes | 0.19 | 0.19 | 100% | 7.00 | 0.00 | pass | ### function argument expected type @@ -516,13 +516,13 @@ Method: `typeServer/getExpectedType` | Server | Success | Mean ms | P95 ms | Non-empty % | Results found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 0.25 | 0.27 | 100% | 7.00 | 0.00 | pass | +| Pyrefly | yes | 0.19 | 0.20 | 100% | 7.00 | 0.00 | pass | ## Benchmark: tsp_semantic | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| Pyrefly | yes | 5803.59 | 27.00 | 3 | 15 | 100% | 0 | +| Pyrefly | yes | 6014.01 | 65.02 | 3 | 15 | 100% | 0 | ### django semantic tokens @@ -530,7 +530,7 @@ Method: semantic token impl using typeServer/getComputedType | Server | Success | Mean ms | P95 ms | Non-empty % | Semantic tokens found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 15.97 | 26.50 | 100% | 126.00 | 0.00 | pass | +| Pyrefly | yes | 18.50 | 42.72 | 100% | 126.00 | 0.00 | pass | ### transformers semantic tokens @@ -538,7 +538,7 @@ Method: semantic token impl using typeServer/getComputedType | Server | Success | Mean ms | P95 ms | Non-empty % | Semantic tokens found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 57.78 | 59.06 | 100% | 74.00 | 0.00 | pass | +| Pyrefly | yes | 126.48 | 150.49 | 100% | 74.00 | 0.00 | pass | ### stdlib semantic tokens @@ -546,4 +546,4 @@ Method: semantic token impl using typeServer/getComputedType | Server | Success | Mean ms | P95 ms | Non-empty % | Semantic tokens found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 7.26 | 8.03 | 100% | 75.00 | 0.00 | pass | +| Pyrefly | yes | 50.07 | 56.86 | 100% | 75.00 | 0.00 | pass | diff --git a/latest-results/ty-20260912T060455Z-responses.jsonl b/latest-results/ty-20260913T060637Z-responses.jsonl similarity index 100% rename from latest-results/ty-20260912T060455Z-responses.jsonl rename to latest-results/ty-20260913T060637Z-responses.jsonl diff --git a/latest-results/ty-20260912T060455Z.json b/latest-results/ty-20260913T060637Z.json similarity index 90% rename from latest-results/ty-20260912T060455Z.json rename to latest-results/ty-20260913T060637Z.json index 7562413..52f7105 100644 --- a/latest-results/ty-20260912T060455Z.json +++ b/latest-results/ty-20260913T060637Z.json @@ -12,8 +12,8 @@ "transformers", "web" ], - "started_at_unix": 1789193185.5389776, - "finished_at_unix": 1789193190.442858, + "started_at_unix": 1789279679.211676, + "finished_at_unix": 1789279684.1578836, "scenario_reports": [], "benchmark_reports": [ { @@ -26,7 +26,7 @@ "environment_path": "/home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/data_science/.venv", "python_executable": "/home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/data_science/.venv/bin/python", "success": true, - "total_duration_ms": 395.803165000018, + "total_duration_ms": 388.1410630000346, "error_message": null, "summary": { "request_count": 32, @@ -35,11 +35,11 @@ "failure_count": 0, "bytes_sent": 18656, "bytes_received": 874720, - "min_ms": 0.20986300000913616, - "max_ms": 204.4494840000084, - "mean_ms": 11.698788343749378, - "median_ms": 1.6980549999914274, - "p95_ms": 42.33261489998905, + "min_ms": 0.13650000005327456, + "max_ms": 203.21967300003507, + "mean_ms": 11.477780343755128, + "median_ms": 1.73194000001331, + "p95_ms": 39.63341324998164, "result_summary": { "present_count": 31, "empty_count": 1, @@ -95,27 +95,27 @@ "by_method": { "textDocument/completion": { "point_count": 2, - "min_ms": 1.4759599999933926, - "max_ms": 14.396955999984584, - "mean_ms": 6.053795099995796, - "median_ms": 5.527629499994191, - "p95_ms": 12.345409149989447 + "min_ms": 1.5538499999934174, + "max_ms": 12.597671999969862, + "mean_ms": 5.932715699998425, + "median_ms": 5.623748499999692, + "p95_ms": 11.389300949977606 }, "textDocument/hover": { "point_count": 2, - "min_ms": 0.3017739999791047, - "max_ms": 4.7550900000032925, - "mean_ms": 2.1007224000015867, - "median_ms": 1.9364560000099118, - "p95_ms": 4.330882650000944 + "min_ms": 0.21766999998362735, + "max_ms": 3.8722090000078424, + "mean_ms": 1.875389800005678, + "median_ms": 1.822332000017468, + "p95_ms": 3.6823954000084314 }, "textDocument/definition": { "point_count": 1, - "min_ms": 0.20986300000913616, - "max_ms": 0.22923800000285155, - "mean_ms": 0.2170298000010007, - "median_ms": 0.2159339999820986, - "p95_ms": 0.22668120000162162 + "min_ms": 0.13650000005327456, + "max_ms": 0.3354589999844393, + "mean_ms": 0.2034520000051998, + "median_ms": 0.18437599999288068, + "p95_ms": 0.3082649999896603 } }, "validation": { @@ -141,11 +141,11 @@ "failure_count": 0, "bytes_sent": 1425, "bytes_received": 306550, - "min_ms": 1.4759599999933926, - "max_ms": 1.7004599999950187, - "mean_ms": 1.5984085999946274, - "median_ms": 1.5935490000060781, - "p95_ms": 1.6994979999935822, + "min_ms": 1.5538499999934174, + "max_ms": 1.8540819999657288, + "mean_ms": 1.6514947999894503, + "median_ms": 1.6111859999909939, + "p95_ms": 1.817474999973001, "result_summary": { "present_count": 5, "empty_count": 0, @@ -205,9 +205,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 204.4494840000084, + "duration_ms": 203.21967300003507, "success": true, - "started_at_unix": 1789193185.557373, + "started_at_unix": 1789279679.231934, "bytes_sent": 285, "bytes_received": 61310, "request_id": 2, @@ -235,9 +235,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 1.695649999987836, + "duration_ms": 1.8540819999657288, "success": true, - "started_at_unix": 1789193185.7627876, + "started_at_unix": 1789279679.4361646, "bytes_sent": 285, "bytes_received": 61310, "request_id": 3, @@ -265,9 +265,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 1.7004599999950187, + "duration_ms": 1.6710470000020905, "success": true, - "started_at_unix": 1789193185.765778, + "started_at_unix": 1789279679.4393396, "bytes_sent": 285, "bytes_received": 61310, "request_id": 4, @@ -295,9 +295,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 1.5935490000060781, + "duration_ms": 1.6111859999909939, "success": true, - "started_at_unix": 1789193185.768742, + "started_at_unix": 1789279679.442284, "bytes_sent": 285, "bytes_received": 61310, "request_id": 5, @@ -325,9 +325,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 1.4759599999933926, + "duration_ms": 1.5538499999934174, "success": true, - "started_at_unix": 1789193185.7715843, + "started_at_unix": 1789279679.445154, "bytes_sent": 285, "bytes_received": 61310, "request_id": 6, @@ -355,9 +355,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 1.5264239999908114, + "duration_ms": 1.5673089999950207, "success": true, - "started_at_unix": 1789193185.7743037, + "started_at_unix": 1789279679.4479764, "bytes_sent": 285, "bytes_received": 61310, "request_id": 7, @@ -400,11 +400,11 @@ "failure_count": 0, "bytes_sent": 1269, "bytes_received": 22949, - "min_ms": 0.3017739999791047, - "max_ms": 0.33544800001550357, - "mean_ms": 0.31672819999926105, - "median_ms": 0.3119030000107159, - "p95_ms": 0.3339850000088518, + "min_ms": 0.21766999998362735, + "max_ms": 0.28275700003632664, + "mean_ms": 0.24730760000011287, + "median_ms": 0.23764200000186975, + "p95_ms": 0.2818122000235235, "result_summary": { "present_count": 5, "empty_count": 0, @@ -464,9 +464,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 0.4346619999751056, + "duration_ms": 0.4245660000492535, "success": true, - "started_at_unix": 1789193185.7771842, + "started_at_unix": 1789279679.450902, "bytes_sent": 253, "bytes_received": 4589, "request_id": 8, @@ -494,9 +494,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 0.33544800001550357, + "duration_ms": 0.2780329999723108, "success": true, - "started_at_unix": 1789193185.777695, + "started_at_unix": 1789279679.4513967, "bytes_sent": 253, "bytes_received": 4589, "request_id": 9, @@ -524,9 +524,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 0.3063830000087364, + "duration_ms": 0.22043600000642982, "success": true, - "started_at_unix": 1789193185.7781246, + "started_at_unix": 1789279679.4517534, "bytes_sent": 254, "bytes_received": 4590, "request_id": 10, @@ -554,9 +554,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 0.32813299998224466, + "duration_ms": 0.28275700003632664, "success": true, - "started_at_unix": 1789193185.7785397, + "started_at_unix": 1789279679.452063, "bytes_sent": 254, "bytes_received": 4590, "request_id": 11, @@ -584,9 +584,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 0.3119030000107159, + "duration_ms": 0.23764200000186975, "success": true, - "started_at_unix": 1789193185.7789543, + "started_at_unix": 1789279679.4524405, "bytes_sent": 254, "bytes_received": 4590, "request_id": 12, @@ -614,9 +614,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 0.3017739999791047, + "duration_ms": 0.21766999998362735, "success": true, - "started_at_unix": 1789193185.779375, + "started_at_unix": 1789279679.452769, "bytes_sent": 254, "bytes_received": 4590, "request_id": 13, @@ -659,11 +659,11 @@ "failure_count": 0, "bytes_sent": 1300, "bytes_received": 1235, - "min_ms": 0.20986300000913616, - "max_ms": 0.22923800000285155, - "mean_ms": 0.2170298000010007, - "median_ms": 0.2159339999820986, - "p95_ms": 0.22668120000162162, + "min_ms": 0.13650000005327456, + "max_ms": 0.3354589999844393, + "mean_ms": 0.2034520000051998, + "median_ms": 0.18437599999288068, + "p95_ms": 0.3082649999896603, "result_summary": { "present_count": 5, "empty_count": 0, @@ -723,9 +723,9 @@ { "kind": "request", "method": "textDocument/definition", - "duration_ms": 0.2329159999874264, + "duration_ms": 0.16898600000558872, "success": true, - "started_at_unix": 1789193185.7798285, + "started_at_unix": 1789279679.4531274, "bytes_sent": 260, "bytes_received": 247, "request_id": 14, @@ -753,9 +753,9 @@ { "kind": "request", "method": "textDocument/definition", - "duration_ms": 0.2159339999820986, + "duration_ms": 0.18437599999288068, "success": true, - "started_at_unix": 1789193185.7800996, + "started_at_unix": 1789279679.4533238, "bytes_sent": 260, "bytes_received": 247, "request_id": 15, @@ -783,9 +783,9 @@ { "kind": "request", "method": "textDocument/definition", - "duration_ms": 0.22923800000285155, + "duration_ms": 0.16143599998486025, "success": true, - "started_at_unix": 1789193185.7803621, + "started_at_unix": 1789279679.453548, "bytes_sent": 260, "bytes_received": 247, "request_id": 16, @@ -813,9 +813,9 @@ { "kind": "request", "method": "textDocument/definition", - "duration_ms": 0.20986300000913616, + "duration_ms": 0.13650000005327456, "success": true, - "started_at_unix": 1789193185.7806427, + "started_at_unix": 1789279679.4537404, "bytes_sent": 260, "bytes_received": 247, "request_id": 17, @@ -843,9 +843,9 @@ { "kind": "request", "method": "textDocument/definition", - "duration_ms": 0.2164539999967019, + "duration_ms": 0.3354589999844393, "success": true, - "started_at_unix": 1789193185.7809, + "started_at_unix": 1789279679.453907, "bytes_sent": 260, "bytes_received": 247, "request_id": 18, @@ -873,9 +873,9 @@ { "kind": "request", "method": "textDocument/definition", - "duration_ms": 0.21366000001421526, + "duration_ms": 0.19948900001054426, "success": true, - "started_at_unix": 1789193185.781162, + "started_at_unix": 1789279679.4543061, "bytes_sent": 260, "bytes_received": 247, "request_id": 19, @@ -918,11 +918,11 @@ "failure_count": 0, "bytes_sent": 1440, "bytes_received": 394530, - "min_ms": 9.354798999993363, - "max_ms": 14.396955999984584, - "mean_ms": 10.509181599996964, 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