From 4ef2df3225bba9d3feb36960768fe5be3971cd1b Mon Sep 17 00:00:00 2001 From: rchiodo <19672699+rchiodo@users.noreply.github.com> Date: Wed, 9 Sep 2026 06:09:28 +0000 Subject: [PATCH] Update benchmark results from workflow runner --- latest-results.md | 322 +- ...lsp-mypy-20260909T060548Z-responses.jsonl} | 4 +- ....json => pylsp-mypy-20260909T060548Z.json} | 2772 +++---- ... pyrefly-20260909T060548Z-responses.jsonl} | 0 ...39Z.json => pyrefly-20260909T060548Z.json} | 6616 ++++++++--------- ... pyright-20260909T060548Z-responses.jsonl} | 0 ...39Z.json => pyright-20260909T060548Z.json} | 2740 +++---- latest-results/summary-20260908T060539Z.csv | 132 - latest-results/summary-20260909T060548Z.csv | 132 + ...39Z.json => summary-20260909T060548Z.json} | 10 +- ...060539Z.md => summary-20260909T060548Z.md} | 322 +- ...nl => ty-20260909T060548Z-responses.jsonl} | 0 ...T060539Z.json => ty-20260909T060548Z.json} | 2740 +++---- 13 files changed, 7895 insertions(+), 7895 deletions(-) rename latest-results/{pylsp-mypy-20260908T060539Z-responses.jsonl => pylsp-mypy-20260909T060548Z-responses.jsonl} (97%) rename latest-results/{pylsp-mypy-20260908T060539Z.json => pylsp-mypy-20260909T060548Z.json} (89%) rename latest-results/{pyrefly-20260908T060539Z-responses.jsonl => pyrefly-20260909T060548Z-responses.jsonl} (100%) rename latest-results/{pyrefly-20260908T060539Z.json => pyrefly-20260909T060548Z.json} (91%) rename latest-results/{pyright-20260908T060539Z-responses.jsonl => pyright-20260909T060548Z-responses.jsonl} (100%) rename latest-results/{pyright-20260908T060539Z.json => pyright-20260909T060548Z.json} (90%) delete mode 100644 latest-results/summary-20260908T060539Z.csv create mode 100644 latest-results/summary-20260909T060548Z.csv rename latest-results/{summary-20260908T060539Z.json => summary-20260909T060548Z.json} (93%) rename latest-results/{summary-20260908T060539Z.md => summary-20260909T060548Z.md} (60%) rename latest-results/{ty-20260908T060539Z-responses.jsonl => ty-20260909T060548Z-responses.jsonl} (100%) rename latest-results/{ty-20260908T060539Z.json => ty-20260909T060548Z.json} (90%) diff --git a/latest-results.md b/latest-results.md index b5d481f..7afcaec 100644 --- a/latest-results.md +++ b/latest-results.md @@ -1,8 +1,8 @@ # Python LSP Benchmark Comparison -Generated from `results/bench-servers/summary-20260908T060539Z.json` +Generated from `results/bench-servers/summary-20260909T060548Z.json` -- Generated at: 20260908T060539Z +- Generated at: 20260909T060548Z - Config: `github-releases` - Servers: pyright, ty, pyrefly, pylsp-mypy - Baseline server: Pyright (pyright) @@ -30,10 +30,10 @@ Generated from `results/bench-servers/summary-20260908T060539Z.json` | Server | Success | Benchmarks | Wall clock ms | Avg measured ms | Measured requests | Non-empty % | Failed points | | --- | --- | --- | ---: | ---: | ---: | ---: | ---: | -| [Ty](latest-results/ty-20260908T060539Z.json) | yes | 6 | 4657.90 | 3.77 | 150 | 100% | 0 | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | no | 8 | 8033.83 | 16.82 | 205 | 97% | 2 | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 6 | 36954.27 | 71.12 | 150 | 97% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | no | 6 | 217846.48 | 371.12 | 150 | 80% | 5 | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 6 | 3731.11 | 2.90 | 150 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | no | 8 | 5725.06 | 12.04 | 205 | 97% | 2 | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 6 | 23849.91 | 38.62 | 150 | 97% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | no | 6 | 130337.95 | 198.71 | 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-20260908T060539Z.json` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| [Ty](latest-results/ty-20260908T060539Z.json) | yes | 362.48 | 3.02 | 5 | 25 | 100% | 0 | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 703.16 | 9.54 | 5 | 25 | 100% | 0 | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 4516.06 | 83.43 | 5 | 25 | 100% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | no | 7965.87 | 116.85 | 5 | 25 | 80% | 1 | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 286.53 | 2.30 | 5 | 25 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 494.50 | 9.05 | 5 | 25 | 100% | 0 | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 2893.90 | 49.09 | 5 | 25 | 100% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | no | 5317.26 | 69.94 | 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-20260908T060539Z.json) | yes | 1.70 | 1.79 | 100% | 223.00 | +22.00 | pass | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 7.04 | 10.56 | 100% | 201.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 31.75 | 117.93 | 100% | 250.00 | +49.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | yes | 236.18 | 464.31 | 100% | 188.00 | -13.00 | pass | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 1.46 | 1.57 | 100% | 223.00 | +22.00 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 4.65 | 8.06 | 100% | 201.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 22.90 | 88.98 | 100% | 250.00 | +49.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 114.94 | 247.49 | 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-20260908T060539Z.json) | yes | 0.32 | 0.34 | 100% | 4232.00 | +213.00 | pass | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 1.05 | 1.20 | 100% | 4019.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 2.61 | 2.94 | 100% | 2589.00 | -1430.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | yes | 176.86 | 178.90 | 100% | 4134.00 | +115.00 | pass | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 0.24 | 0.26 | 100% | 4232.00 | +213.00 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 0.91 | 0.98 | 100% | 4019.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 1.48 | 1.73 | 100% | 2589.00 | -1430.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 120.80 | 122.99 | 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-20260908T060539Z.json) | yes | 0.22 | 0.23 | 100% | 1.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 0.31 | 0.35 | 100% | 1.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 0.37 | 0.41 | 100% | 1.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | yes | 1.08 | 1.11 | 100% | 1.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 0.09 | 0.10 | 100% | 1.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 0.16 | 0.17 | 100% | 1.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 0.35 | 0.40 | 100% | 1.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 0.65 | 0.70 | 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-20260908T060539Z.json) | no | 4.19 | 4.31 | 0% | 0.00 | -168.00 | fail (10) | -| [Ty](latest-results/ty-20260908T060539Z.json) | yes | 9.32 | 9.82 | 100% | 168.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 12.56 | 15.48 | 100% | 149.00 | -19.00 | pass | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 373.16 | 482.80 | 100% | 168.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | no | 2.97 | 3.19 | 0% | 0.00 | -168.00 | fail (10) | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 6.94 | 7.97 | 100% | 168.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 19.71 | 27.89 | 100% | 149.00 | -19.00 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 216.23 | 303.51 | 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 | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 0.46 | 0.49 | 100% | 1909.00 | +1631.00 | pass | -| [Ty](latest-results/ty-20260908T060539Z.json) | yes | 3.53 | 3.56 | 100% | 267.00 | -11.00 | pass | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 35.53 | 36.06 | 100% | 278.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | yes | 165.98 | 168.24 | 100% | 5662.00 | +5384.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 1.08 | 2.30 | 100% | 1909.00 | +1631.00 | pass | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 2.69 | 2.72 | 100% | 267.00 | -11.00 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 23.33 | 28.71 | 100% | 278.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 110.35 | 112.71 | 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-20260908T060539Z.json) | yes | 243.26 | 2.39 | 5 | 25 | 100% | 0 | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 281.71 | 5.11 | 5 | 25 | 100% | 0 | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 1429.05 | 13.57 | 5 | 25 | 100% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | yes | 7785.72 | 174.00 | 5 | 25 | 100% | 0 | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 187.46 | 1.93 | 5 | 25 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 200.26 | 3.30 | 5 | 25 | 100% | 0 | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 981.52 | 9.93 | 5 | 25 | 100% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 5075.84 | 113.36 | 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-20260908T060539Z.json) | yes | 3.93 | 6.70 | 100% | 10.00 | 0.00 | pass | -| [Ty](latest-results/ty-20260908T060539Z.json) | yes | 4.53 | 6.74 | 100% | 261.00 | +251.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 20.15 | 71.91 | 100% | 15.00 | +5.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | yes | 208.58 | 636.06 | 100% | 2.00 | -8.00 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 2.94 | 5.13 | 100% | 10.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 3.81 | 5.49 | 100% | 261.00 | +251.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 13.57 | 53.06 | 100% | 15.00 | +5.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 138.32 | 420.83 | 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-20260908T060539Z.json) | yes | 0.23 | 0.25 | 100% | 46.00 | -11.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 0.25 | 0.28 | 100% | 298.00 | +241.00 | pass | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 0.51 | 0.56 | 100% | 57.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | yes | 153.67 | 156.73 | 100% | 57.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 0.15 | 0.21 | 100% | 298.00 | +241.00 | pass | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 0.19 | 0.23 | 100% | 46.00 | -11.00 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 0.46 | 0.53 | 100% | 57.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 107.04 | 108.78 | 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-20260908T060539Z.json) | yes | 0.19 | 0.19 | 100% | 1.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 0.22 | 0.22 | 100% | 1.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 0.37 | 0.42 | 100% | 1.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | yes | 1.08 | 1.16 | 100% | 1.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 0.10 | 0.13 | 100% | 1.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 0.15 | 0.17 | 100% | 1.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 0.34 | 0.40 | 100% | 1.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 0.59 | 0.63 | 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 | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 3.68 | 9.92 | 100% | 83.00 | -21.00 | pass | -| [Ty](latest-results/ty-20260908T060539Z.json) | yes | 4.19 | 4.47 | 100% | 104.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 24.63 | 26.71 | 100% | 104.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | yes | 257.94 | 287.80 | 100% | 143.00 | +39.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 2.18 | 6.56 | 100% | 83.00 | -21.00 | pass | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 3.31 | 3.55 | 100% | 104.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 17.58 | 20.59 | 100% | 104.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 158.88 | 187.02 | 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-20260908T060539Z.json) | yes | 1.24 | 3.04 | 100% | 858.00 | +775.00 | pass | -| [Ty](latest-results/ty-20260908T060539Z.json) | yes | 2.83 | 2.91 | 100% | 100.00 | +17.00 | pass | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 38.40 | 43.42 | 100% | 83.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | yes | 248.73 | 250.16 | 100% | 71.00 | -12.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 0.52 | 0.59 | 100% | 858.00 | +775.00 | pass | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 2.17 | 2.23 | 100% | 100.00 | +17.00 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 28.35 | 32.01 | 100% | 83.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 161.96 | 163.05 | 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-20260908T060539Z.json) | yes | 801.54 | 7.40 | 5 | 25 | 100% | 0 | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 684.63 | 12.85 | 5 | 25 | 100% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | yes | 7822.37 | 139.09 | 5 | 25 | 100% | 0 | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 9825.18 | 140.26 | 5 | 25 | 100% | 0 | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 610.56 | 5.49 | 5 | 25 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 624.79 | 12.22 | 5 | 25 | 100% | 0 | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 5466.63 | 49.73 | 5 | 25 | 100% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 5081.92 | 86.66 | 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-20260908T060539Z.json) | yes | 18.62 | 22.20 | 100% | 1000.00 | +728.80 | pass | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 35.83 | 142.20 | 100% | 16.00 | -255.20 | pass | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 72.40 | 240.77 | 100% | 271.20 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | yes | 95.95 | 232.95 | 100% | 6.00 | -265.20 | pass | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 13.73 | 16.16 | 100% | 1000.00 | +728.80 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 29.33 | 108.81 | 100% | 16.00 | -255.20 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 37.29 | 52.33 | 100% | 6.00 | -265.20 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 49.91 | 164.04 | 100% | 271.20 | 0.00 | 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-20260908T060539Z.json) | yes | 0.26 | 0.27 | 100% | 329.00 | -21.00 | pass | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 0.60 | 0.67 | 100% | 350.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 2.70 | 2.91 | 100% | 2588.00 | +2238.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | yes | 191.23 | 193.93 | 100% | 301.00 | -49.00 | pass | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 0.21 | 0.28 | 100% | 329.00 | -21.00 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 0.57 | 0.66 | 100% | 350.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 4.05 | 5.84 | 100% | 2588.00 | +2238.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 131.00 | 132.73 | 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-20260908T060539Z.json) | yes | 0.21 | 0.22 | 100% | 1.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 0.23 | 0.26 | 100% | 1.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 0.38 | 0.43 | 100% | 1.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | yes | 1.06 | 1.12 | 100% | 1.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 0.16 | 0.18 | 100% | 1.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 0.33 | 0.36 | 100% | 1.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 0.57 | 0.64 | 100% | 1.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 2.94 | 2.95 | 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-20260908T060539Z.json) | yes | 15.22 | 16.25 | 100% | 448.00 | +8.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 21.64 | 26.77 | 100% | 256.00 | -184.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | yes | 223.84 | 226.21 | 100% | 441.00 | +1.00 | pass | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 617.58 | 1241.85 | 100% | 440.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 11.22 | 12.38 | 100% | 448.00 | +8.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 19.41 | 45.42 | 100% | 256.00 | -184.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 139.81 | 148.12 | 100% | 441.00 | +1.00 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 191.28 | 227.75 | 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-20260908T060539Z.json) | yes | 2.70 | 2.75 | 100% | 4441.00 | +149.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 3.88 | 8.75 | 100% | 794.00 | -3498.00 | pass | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 10.37 | 12.19 | 100% | 4292.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | yes | 183.35 | 185.25 | 100% | 232.00 | -4060.00 | pass | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 2.11 | 2.16 | 100% | 4441.00 | +149.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 5.35 | 9.49 | 100% | 794.00 | -3498.00 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 6.56 | 7.52 | 100% | 4292.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 124.62 | 127.62 | 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-20260908T060539Z.json) | yes | 340.85 | 2.40 | 5 | 25 | 100% | 0 | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 706.16 | 13.60 | 5 | 25 | 100% | 0 | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 3363.49 | 46.59 | 5 | 25 | 100% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | no | 7107.75 | 124.62 | 5 | 25 | 60% | 2 | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 295.05 | 1.90 | 5 | 25 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 585.52 | 11.98 | 5 | 25 | 100% | 0 | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 2307.07 | 32.91 | 5 | 25 | 100% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | no | 4872.94 | 76.24 | 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-20260908T060539Z.json) | yes | 3.24 | 7.21 | 100% | 1.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 7.43 | 11.62 | 100% | 1.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 62.09 | 245.93 | 100% | 15.00 | +14.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | yes | 211.74 | 394.47 | 100% | 1.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 2.72 | 5.62 | 100% | 1.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 5.19 | 8.60 | 100% | 1.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 51.69 | 198.24 | 100% | 15.00 | +14.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 121.16 | 309.44 | 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-20260908T060539Z.json) | yes | 0.40 | 0.41 | 100% | 10621.00 | +49.00 | pass | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 1.14 | 1.28 | 100% | 10572.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 1.15 | 1.59 | 100% | 13188.00 | +2616.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | yes | 328.38 | 331.04 | 100% | 10498.00 | -74.00 | pass | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 0.29 | 0.35 | 100% | 10621.00 | +49.00 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 0.91 | 1.00 | 100% | 10572.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 2.83 | 4.05 | 100% | 13188.00 | +2616.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 212.01 | 212.72 | 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-20260908T060539Z.json) | yes | 0.23 | 0.24 | 100% | 2.00 | +1.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 0.28 | 0.31 | 100% | 1.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 0.44 | 0.54 | 100% | 1.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | yes | 1.23 | 1.57 | 100% | 1.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 0.15 | 0.18 | 100% | 2.00 | +1.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 0.18 | 0.22 | 100% | 1.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 0.31 | 0.37 | 100% | 1.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 0.65 | 0.69 | 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 | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 3.95 | 8.48 | 100% | 17.00 | -21.00 | pass | -| [Ty](latest-results/ty-20260908T060539Z.json) | yes | 4.21 | 4.58 | 100% | 23.00 | -15.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | no | 39.13 | 39.75 | 0% | 0.00 | -38.00 | fail (10) | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 133.88 | 167.41 | 100% | 38.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 3.20 | 3.46 | 100% | 23.00 | -15.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 3.65 | 6.48 | 100% | 17.00 | -21.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | no | 24.26 | 24.79 | 0% | 0.00 | -38.00 | fail (10) | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 99.21 | 128.40 | 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-20260908T060539Z.json) | yes | 0.50 | 0.56 | 100% | 2137.00 | +1237.00 | pass | -| [Ty](latest-results/ty-20260908T060539Z.json) | yes | 3.93 | 4.07 | 100% | 958.00 | +58.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | no | 42.60 | 47.52 | 0% | 0.00 | -900.00 | fail (10) | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 90.07 | 97.24 | 100% | 900.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 1.53 | 5.09 | 100% | 2137.00 | +1237.00 | pass | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 3.12 | 3.24 | 100% | 958.00 | +58.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | no | 23.13 | 23.43 | 0% | 0.00 | -900.00 | fail (10) | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 58.90 | 63.23 | 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-20260908T060539Z.json) | yes | 2598.75 | 4.72 | 5 | 25 | 100% | 0 | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 2455.87 | 52.17 | 5 | 25 | 80% | 0 | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 16358.50 | 133.48 | 5 | 25 | 80% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | no | 182255.70 | 1566.94 | 5 | 25 | 40% | 2 | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 2115.58 | 3.72 | 5 | 25 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 1882.97 | 40.34 | 5 | 25 | 80% | 0 | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 11227.78 | 83.68 | 5 | 25 | 80% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | no | 107007.49 | 793.53 | 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-20260908T060539Z.json) | yes | 11.09 | 12.29 | 100% | 775.00 | +652.00 | pass | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 50.38 | 86.96 | 100% | 123.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | yes | 149.11 | 153.00 | 100% | 2.00 | -121.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 239.04 | 940.16 | 100% | 15.00 | -108.00 | pass | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 8.49 | 9.41 | 100% | 775.00 | +652.00 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 38.09 | 57.21 | 100% | 123.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 92.72 | 96.62 | 100% | 2.00 | -121.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 189.75 | 744.37 | 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 | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 0.48 | 0.53 | 100% | 34.00 | 0.00 | pass | -| [Ty](latest-results/ty-20260908T060539Z.json) | yes | 0.59 | 1.68 | 100% | 7.00 | -27.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 1.41 | 4.84 | 100% | 48.00 | +14.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | no | 2788.45 | 2831.41 | 0% | 0.00 | -34.00 | fail (10) | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 0.15 | 0.18 | 100% | 7.00 | -27.00 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 0.45 | 0.54 | 100% | 34.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 2.71 | 3.03 | 100% | 48.00 | +14.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | no | 1436.76 | 1480.35 | 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-20260908T060539Z.json) | yes | 0.25 | 0.27 | 100% | 1.00 | 0.00 | pass | -| [Ty](latest-results/ty-20260908T060539Z.json) | yes | 0.29 | 0.30 | 100% | 1.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 0.57 | 0.91 | 100% | 1.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | yes | 2218.03 | 2245.53 | 100% | 1.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 0.14 | 0.16 | 100% | 1.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 0.18 | 0.25 | 100% | 1.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 0.43 | 0.54 | 100% | 1.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 1111.40 | 1165.12 | 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-20260908T060539Z.json) | yes | 2.56 | 2.63 | 0% | 0.00 | 0.00 | pass | -| [Ty](latest-results/ty-20260908T060539Z.json) | yes | 6.00 | 6.19 | 100% | 23.00 | +23.00 | pass | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 6.56 | 9.07 | 0% | 0.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 12.42 | 29.86 | 0% | 0.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 0.32 | 0.34 | 0% | 0.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 1.99 | 2.18 | 0% | 0.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 4.43 | 5.30 | 0% | 0.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 5.29 | 6.60 | 100% | 23.00 | +23.00 | 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-20260908T060539Z.json) | yes | 5.65 | 5.70 | 100% | 7.00 | -23.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 7.73 | 27.78 | 100% | 33.00 | +3.00 | pass | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 609.41 | 641.53 | 100% | 30.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | no | 2676.53 | 2701.08 | 0% | 0.00 | -30.00 | fail (10) | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 4.49 | 4.58 | 100% | 7.00 | -23.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 8.76 | 27.74 | 100% | 33.00 | +3.00 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 375.02 | 394.52 | 100% | 30.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | no | 1324.80 | 1353.90 | 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-20260908T060539Z.json) | yes | 311.02 | 2.66 | 5 | 25 | 100% | 0 | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 1461.98 | 9.38 | 5 | 25 | 100% | 0 | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 770.88 | 10.48 | 5 | 25 | 100% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | yes | 4909.08 | 105.20 | 5 | 25 | 100% | 0 | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 235.93 | 2.06 | 5 | 25 | 100% | 0 | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 973.00 | 6.38 | 5 | 25 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 449.69 | 7.09 | 5 | 25 | 100% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 2982.49 | 52.51 | 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 | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 5.22 | 10.90 | 100% | 14.00 | 0.00 | pass | -| [Ty](latest-results/ty-20260908T060539Z.json) | yes | 5.81 | 8.76 | 100% | 467.00 | +453.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 45.48 | 157.38 | 100% | 254.40 | +240.40 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | yes | 70.06 | 90.26 | 100% | 1.00 | -13.00 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 3.72 | 6.55 | 100% | 14.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 4.54 | 6.61 | 100% | 467.00 | +453.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 28.42 | 100.41 | 100% | 254.40 | +240.40 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 32.59 | 54.93 | 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-20260908T060539Z.json) | yes | 0.21 | 0.23 | 100% | 7.00 | -19.00 | pass | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 0.51 | 0.56 | 100% | 26.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 2.81 | 9.44 | 100% | 149.00 | +123.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | yes | 106.23 | 198.26 | 100% | 359.00 | +333.00 | pass | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 0.13 | 0.14 | 100% | 7.00 | -19.00 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 0.43 | 0.46 | 100% | 26.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 2.31 | 7.88 | 100% | 149.00 | +123.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 10.94 | 16.97 | 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-20260908T060539Z.json) | yes | 0.38 | 0.40 | 100% | 2.00 | 0.00 | pass | -| [Ty](latest-results/ty-20260908T060539Z.json) | yes | 0.55 | 0.63 | 100% | 2.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 0.81 | 0.93 | 100% | 2.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | yes | 23.54 | 81.90 | 100% | 2.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 0.23 | 0.26 | 100% | 2.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 0.42 | 0.48 | 100% | 2.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 0.69 | 0.76 | 100% | 2.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 1.56 | 1.63 | 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-20260908T060539Z.json) | yes | 2.31 | 3.61 | 100% | 32.00 | -173.00 | pass | -| [Ty](latest-results/ty-20260908T060539Z.json) | yes | 4.17 | 4.68 | 100% | 225.00 | +20.00 | pass | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 4.91 | 6.79 | 100% | 205.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | yes | 90.99 | 92.56 | 100% | 57.00 | -148.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 2.93 | 3.02 | 100% | 32.00 | -173.00 | pass | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 3.30 | 3.58 | 100% | 225.00 | +20.00 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 3.52 | 4.58 | 100% | 205.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 54.52 | 56.32 | 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 | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260908T060539Z.json) | yes | 1.41 | 1.46 | 100% | 3585.00 | +3165.00 | pass | -| [Ty](latest-results/ty-20260908T060539Z.json) | yes | 2.54 | 2.58 | 100% | 1613.00 | +1193.00 | pass | -| [Pyright](latest-results/pyright-20260908T060539Z.json) | yes | 35.48 | 40.56 | 100% | 420.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260908T060539Z.json) | yes | 235.18 | 236.65 | 100% | 880.00 | +460.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 1.57 | 2.99 | 100% | 3585.00 | +3165.00 | pass | +| [Ty](latest-results/ty-20260909T060548Z.json) | yes | 1.91 | 1.94 | 100% | 1613.00 | +1193.00 | pass | +| [Pyright](latest-results/pyright-20260909T060548Z.json) | yes | 23.56 | 25.36 | 100% | 420.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260909T060548Z.json) | yes | 162.94 | 195.72 | 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-20260908T060539Z.json) | no | 187.79 | 0.29 | 8 | 40 | 100% | 2 | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | no | 158.94 | 0.22 | 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-20260908T060539Z.json) | yes | 0.94 | 1.00 | 100% | 30.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 0.73 | 0.88 | 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-20260908T060539Z.json) | yes | 0.16 | 0.17 | 100% | 7.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 0.13 | 0.14 | 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-20260908T060539Z.json) | yes | 0.22 | 0.23 | 100% | 7.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 0.18 | 0.22 | 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-20260908T060539Z.json) | yes | 0.20 | 0.21 | 100% | 7.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 0.15 | 0.16 | 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-20260908T060539Z.json) | yes | 0.20 | 0.21 | 100% | 7.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 0.15 | 0.16 | 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-20260908T060539Z.json) | yes | 0.18 | 0.22 | 100% | 7.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 0.15 | 0.18 | 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-20260908T060539Z.json) | yes | 2243.63 | 56.20 | 3 | 15 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 1328.39 | 24.01 | 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-20260908T060539Z.json) | yes | 64.54 | 73.05 | 100% | 126.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 13.11 | 23.56 | 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-20260908T060539Z.json) | yes | 97.52 | 142.27 | 100% | 74.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 55.14 | 83.61 | 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-20260908T060539Z.json) | yes | 6.55 | 6.64 | 100% | 75.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260909T060548Z.json) | yes | 3.79 | 4.09 | 100% | 75.00 | 0.00 | pass | diff --git a/latest-results/pylsp-mypy-20260908T060539Z-responses.jsonl b/latest-results/pylsp-mypy-20260909T060548Z-responses.jsonl similarity index 97% rename from latest-results/pylsp-mypy-20260908T060539Z-responses.jsonl rename to latest-results/pylsp-mypy-20260909T060548Z-responses.jsonl index 3d25ca2..206234a 100644 --- a/latest-results/pylsp-mypy-20260908T060539Z-responses.jsonl +++ b/latest-results/pylsp-mypy-20260909T060548Z-responses.jsonl @@ -64,9 +64,9 @@ {"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": 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"started_at_unix": 1788847631.0636332, + "started_at_unix": 1788934012.755993, "bytes_sent": 274, "bytes_received": 45853, "request_id": 24, @@ -16789,9 +16789,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.054011000003129084, + "duration_ms": 0.020306999999775144, "success": true, - "started_at_unix": 1788847631.07174, + "started_at_unix": 1788934012.759777, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -16808,9 +16808,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.027099999982738154, + "duration_ms": 0.012545000004138274, "success": true, - "started_at_unix": 1788847631.071806, + "started_at_unix": 1788934012.7598057, "bytes_sent": 375, "bytes_received": 0, "request_id": null, @@ -16827,9 +16827,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 3.282826999992494, + "duration_ms": 2.704610999984425, "success": true, - "started_at_unix": 1788847631.0718465, + "started_at_unix": 1788934012.7598252, "bytes_sent": 274, "bytes_received": 45853, "request_id": 25, @@ -16857,9 +16857,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.028822999979638553, + "duration_ms": 0.017569999982924855, "success": true, - "started_at_unix": 1788847631.0763717, + "started_at_unix": 1788934012.7634156, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -16876,9 +16876,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.03351199998746779, + "duration_ms": 0.012725999994245285, "success": true, - "started_at_unix": 1788847631.076639, + "started_at_unix": 1788934012.7635736, "bytes_sent": 374, "bytes_received": 0, "request_id": null, @@ -16895,9 +16895,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 31.626423999995268, + "duration_ms": 20.518517999988717, "success": true, - "started_at_unix": 1788847631.0766869, + "started_at_unix": 1788934012.763592, "bytes_sent": 241, "bytes_received": 614, "request_id": 26, @@ -16925,9 +16925,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.028743000001441033, + "duration_ms": 0.020657000021628846, "success": true, - "started_at_unix": 1788847631.1083643, + "started_at_unix": 1788934012.784155, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -16944,9 +16944,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.02739100000326289, + "duration_ms": 0.01040600000123959, "success": true, - "started_at_unix": 1788847631.1084044, + "started_at_unix": 1788934012.7841823, "bytes_sent": 374, "bytes_received": 0, "request_id": null, @@ -16963,9 +16963,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 41.59498699999631, + "duration_ms": 25.827945999992608, "success": true, - "started_at_unix": 1788847631.108444, + "started_at_unix": 1788934012.7841973, "bytes_sent": 241, "bytes_received": 614, "request_id": 27, @@ -16993,9 +16993,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.031007999979237866, + "duration_ms": 0.02314900001465503, "success": true, - "started_at_unix": 1788847631.150124, + "started_at_unix": 1788934012.810092, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -17012,9 +17012,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.02740100001119572, + "duration_ms": 0.012787000002845161, "success": true, - "started_at_unix": 1788847631.150167, + "started_at_unix": 1788934012.810123, "bytes_sent": 374, "bytes_received": 0, "request_id": null, @@ -17031,9 +17031,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 33.913444999996045, + "duration_ms": 23.22717999999213, "success": true, - "started_at_unix": 1788847631.1502073, + "started_at_unix": 1788934012.8101425, "bytes_sent": 241, "bytes_received": 614, "request_id": 28, @@ -17061,9 +17061,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.029876000013473458, + "duration_ms": 0.023733000006131988, "success": true, - "started_at_unix": 1788847631.1841974, + "started_at_unix": 1788934012.8334384, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -17080,9 +17080,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.02666000000317581, + "duration_ms": 0.012168000012025004, "success": true, - "started_at_unix": 1788847631.1842394, + "started_at_unix": 1788934012.83347, "bytes_sent": 374, "bytes_received": 0, "request_id": null, @@ -17099,9 +17099,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 34.42377999999735, + "duration_ms": 22.615216999980703, "success": true, - "started_at_unix": 1788847631.1842782, + "started_at_unix": 1788934012.8334885, "bytes_sent": 241, "bytes_received": 614, "request_id": 29, @@ -17129,9 +17129,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.03164899999319459, + "duration_ms": 0.020748999986608396, "success": true, - "started_at_unix": 1788847631.2188416, + "started_at_unix": 1788934012.8561656, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -17148,9 +17148,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.01993699999047749, + "duration_ms": 0.012386999998170722, "success": true, - "started_at_unix": 1788847631.218884, + "started_at_unix": 1788934012.8561945, "bytes_sent": 374, "bytes_received": 0, "request_id": null, @@ -17167,9 +17167,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 31.040492000016684, + "duration_ms": 22.673536000013428, "success": true, - "started_at_unix": 1788847631.2189152, + "started_at_unix": 1788934012.8562143, "bytes_sent": 241, "bytes_received": 614, "request_id": 30, @@ -17197,9 +17197,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.03338199999802782, + "duration_ms": 0.025044000011575918, "success": true, - "started_at_unix": 1788847631.2500596, + "started_at_unix": 1788934012.8789713, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -17216,9 +17216,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.02234199999406883, + "duration_ms": 0.013042999995604987, "success": true, - "started_at_unix": 1788847631.2501047, + "started_at_unix": 1788934012.8790045, "bytes_sent": 374, "bytes_received": 0, "request_id": null, @@ -17235,9 +17235,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 36.41490600000452, + "duration_ms": 23.471450000016603, "success": true, - "started_at_unix": 1788847631.2501385, + "started_at_unix": 1788934012.8790257, "bytes_sent": 241, "bytes_received": 614, "request_id": 31, @@ -17265,9 +17265,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.029433999998218496, + "duration_ms": 0.02120099998137448, "success": true, - "started_at_unix": 1788847631.2866428, + "started_at_unix": 1788934012.9025605, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -17284,9 +17284,9 @@ { "kind": "notification", "method": "textDocument/didClose", - "duration_ms": 0.017943000017339727, + "duration_ms": 0.016098999992664176, "success": true, - "started_at_unix": 1788847631.286795, + "started_at_unix": 1788934012.9026854, "bytes_sent": 198, "bytes_received": 0, "request_id": null, @@ -17299,9 +17299,9 @@ { "kind": "request", "method": "shutdown", - "duration_ms": 2.1255999999993946, + "duration_ms": 1.4673729999969964, "success": true, - "started_at_unix": 1788847631.2868202, + "started_at_unix": 1788934012.902708, "bytes_sent": 67, "bytes_received": 61, "request_id": 32, @@ -17319,9 +17319,9 @@ { "kind": "notification", "method": "exit", - "duration_ms": 0.019186000002946457, + "duration_ms": 0.021129000003838883, "success": true, - "started_at_unix": 1788847631.288962, + "started_at_unix": 1788934012.904194, "bytes_sent": 55, "bytes_received": 0, "request_id": null, diff --git a/latest-results/summary-20260908T060539Z.csv b/latest-results/summary-20260908T060539Z.csv deleted file mode 100644 index 48ba80a..0000000 --- a/latest-results/summary-20260908T060539Z.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,7.04346720000899,10.556422000007615,1.0,completion_item_count,Completions found,201.0,0.0,True,0 -benchmark,pyright,ty,Ty,data_science,,dataframe completion,textDocument/completion,textDocument/completion,True,1.7022091999990607,1.793019999996659,1.0,completion_item_count,Completions found,223.0,22.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,data_science,,dataframe completion,textDocument/completion,textDocument/completion,True,31.748094400001037,117.93454900000594,1.0,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,236.1753720000081,464.3139900000164,1.0,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,1.0522214000047825,1.195776800011572,1.0,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,0.32078760000331386,0.33573180000985303,1.0,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,2.6136995999991086,2.9363687999875765,1.0,hover_text_char_count,Hover length,2589.0,-1430.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,dataframe describe hover,textDocument/hover,textDocument/hover,True,176.8588225999963,178.89629199999604,1.0,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,0.3694873999847914,0.40937379997671997,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,ty,Ty,data_science,,summarize definition,textDocument/definition,textDocument/definition,True,0.21793619999925795,0.23074839999708274,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,data_science,,summarize definition,textDocument/definition,textDocument/definition,True,0.3085501999976259,0.3528343999903427,1.0,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,1.0759068000027128,1.1076224000021284,1.0,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,373.158032799995,482.80060099998536,1.0,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,9.323811799998794,9.823741400003883,1.0,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,12.561425800004145,15.48080880000384,1.0,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,4.188402599993424,4.30518239999742,0.0,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,35.53301740000734,36.0607980000168,1.0,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,3.529886600000509,3.5551498000018,1.0,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,0.45501320000198575,0.48859759999686503,1.0,hover_text_char_count,Hover length,1909.0,1631.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,edit array then hover (edit+hover),textDocument/hover,textDocument/hover,True,165.97648320000076,168.24366999999825,1.0,hover_text_char_count,Hover length,5662.0,5384.0,True,0 -benchmark,pyright,pyright,Pyright,django,,queryset completion,textDocument/completion,textDocument/completion,True,3.931641999997737,6.697229199994581,1.0,completion_item_count,Completions found,10.0,0.0,True,0 -benchmark,pyright,ty,Ty,django,,queryset completion,textDocument/completion,textDocument/completion,True,4.5268079999914335,6.736530399996354,1.0,completion_item_count,Completions found,261.0,251.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,django,,queryset completion,textDocument/completion,textDocument/completion,True,20.149350999992066,71.91397839998216,1.0,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,208.5839202000102,636.0624671999857,1.0,completion_item_count,Completions found,2.0,-8.0,True,0 -benchmark,pyright,pyright,Pyright,django,,queryset filter hover,textDocument/hover,textDocument/hover,True,0.5114801999923202,0.5639373999940744,1.0,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,0.22810319999848616,0.2466040000058456,1.0,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,0.2533981999988555,0.2799920000086331,1.0,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,153.67079699999522,156.73329280000416,1.0,hover_text_char_count,Hover length,57.0,0.0,True,0 -benchmark,pyright,pyright,Pyright,django,,model definition,textDocument/definition,textDocument/definition,True,0.36783400000217625,0.4248859999961496,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,ty,Ty,django,,model definition,textDocument/definition,textDocument/definition,True,0.190376399990555,0.19360259999530172,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,django,,model definition,textDocument/definition,textDocument/definition,True,0.21696340000403325,0.22144980000575742,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,django,,model definition,textDocument/definition,textDocument/definition,True,1.078568399998403,1.1612004000085108,1.0,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,24.627821999996513,26.713494199987053,1.0,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,4.193407000008165,4.474472800018248,1.0,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,3.680649400001812,9.917737799997893,1.0,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,257.9377852000107,287.79796259999557,1.0,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,38.4033928000008,43.418269000005694,1.0,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,2.82670459999963,2.9113980000033735,1.0,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,1.2350291999950969,3.04295880000609,1.0,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,248.7300735999952,250.16448279995984,1.0,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,72.39502759999823,240.7705441999894,1.0,completion_item_count,Completions found,271.2,0.0,True,0 -benchmark,pyright,ty,Ty,pandas,,report dataframe completion,textDocument/completion,textDocument/completion,True,18.62144740000531,22.196119800014458,1.0,completion_item_count,Completions found,1000.0,728.8,True,0 -benchmark,pyright,pyrefly,Pyrefly,pandas,,report dataframe completion,textDocument/completion,textDocument/completion,True,35.83032999999887,142.20486279999702,1.0,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,95.94800560000749,232.94775500003192,1.0,completion_item_count,Completions found,6.0,-265.2,True,0 -benchmark,pyright,pyright,Pyright,pandas,,dataframe groupby hover,textDocument/hover,textDocument/hover,True,0.5961657999932868,0.670111199991652,1.0,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,0.26234240001485887,0.274457200004008,1.0,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,2.6988883999990776,2.9109472000016012,1.0,hover_text_char_count,Hover length,2588.0,2238.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,dataframe groupby hover,textDocument/hover,textDocument/hover,True,191.23156639998342,193.92692419999094,1.0,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,0.3807081999980255,0.43346040000074026,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,ty,Ty,pandas,,build report definition,textDocument/definition,textDocument/definition,True,0.20513800001253912,0.21554560000822676,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,pandas,,build report definition,textDocument/definition,textDocument/definition,True,0.2291206000109014,0.2579682000146022,1.0,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,1.0631642000021202,1.1180183999840665,1.0,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,617.577745799997,1241.853257200006,1.0,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,15.220543800000996,16.24584240000786,1.0,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,21.63661359999196,26.766726000005292,1.0,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,223.8434906000066,226.21419660000583,1.0,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,10.374776400004748,12.190920400007599,1.0,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,2.7038796000113052,2.7478338000037184,1.0,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,3.8782015999970554,8.74671219998504,1.0,hover_text_char_count,Hover length,794.0,-3498.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,edit dataframe then hover (edit+hover),textDocument/hover,textDocument/hover,True,183.34531479999896,185.25116139999227,1.0,hover_text_char_count,Hover length,232.0,-4060.0,True,0 -benchmark,pyright,pyright,Pyright,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,7.426186400005008,11.620004200000267,1.0,completion_item_count,Completions found,1.0,0.0,True,0 -benchmark,pyright,ty,Ty,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,3.2386018000067907,7.207009000001106,1.0,completion_item_count,Completions found,1.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,62.09338200000616,245.9312771999975,1.0,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,211.74404020000566,394.4674186000043,1.0,completion_item_count,Completions found,1.0,0.0,True,0 -benchmark,pyright,pyright,Pyright,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,1.1366356000110045,1.2800400000230638,1.0,hover_text_char_count,Hover length,10572.0,0.0,True,0 -benchmark,pyright,ty,Ty,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,0.3973504000043704,0.40997640001592117,1.0,hover_text_char_count,Hover length,10621.0,49.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,1.153531400001384,1.5854696000133117,1.0,hover_text_char_count,Hover length,13188.0,2616.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,328.3830107999961,331.0370647999889,1.0,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,0.44241760000431896,0.5402735999950892,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,ty,Ty,sqlalchemy,,mapped class definition,textDocument/definition,textDocument/definition,True,0.22503920000076505,0.24187860000211003,1.0,location_count,Definitions found,2.0,1.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,mapped class definition,textDocument/definition,textDocument/definition,True,0.2833775999988575,0.30619239998372905,1.0,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,1.2258758000029957,1.5725031999863859,1.0,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,133.88396460000536,167.41475440001068,1.0,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,4.207604200001924,4.58437960000424,1.0,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,3.948794800004407,8.477402800002665,1.0,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,39.12997540002152,39.74928920000593,0.0,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,90.07046379999792,97.2436671999958,1.0,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,3.9305506000061996,4.065024399994854,1.0,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,0.5007761999934246,0.5574717999934364,1.0,hover_text_char_count,Hover length,2137.0,1237.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,edit session then hover (edit+hover),textDocument/hover,textDocument/hover,False,42.60290340001802,47.517202999983965,0.0,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,50.37550920000058,86.96236000000681,1.0,completion_item_count,Completions found,123.0,0.0,True,0 -benchmark,pyright,ty,Ty,transformers,,classifier pipeline completion,textDocument/completion,textDocument/completion,True,11.094915600006061,12.288056200009123,1.0,completion_item_count,Completions found,775.0,652.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,transformers,,classifier pipeline completion,textDocument/completion,textDocument/completion,True,239.03862359999835,940.1633195999918,1.0,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,149.11379619999252,153.0031821999728,1.0,completion_item_count,Completions found,2.0,-121.0,True,0 -benchmark,pyright,pyright,Pyright,transformers,,pipeline hover,textDocument/hover,textDocument/hover,True,0.48464819999480824,0.5260291999945821,1.0,hover_text_char_count,Hover length,34.0,0.0,True,0 -benchmark,pyright,ty,Ty,transformers,,pipeline hover,textDocument/hover,textDocument/hover,True,0.5895618000010927,1.681349000000409,1.0,hover_text_char_count,Hover length,7.0,-27.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,transformers,,pipeline hover,textDocument/hover,textDocument/hover,True,1.409548200001609,4.843206800006782,1.0,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,2788.4541856000055,2831.410083800017,0.0,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,0.5659128000047531,0.9086834000129328,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,ty,Ty,transformers,,auto tokenizer definition,textDocument/definition,textDocument/definition,True,0.28756560000147147,0.2991375999954471,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,transformers,,auto tokenizer definition,textDocument/definition,textDocument/definition,True,0.2543678000051841,0.27024880000112717,1.0,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,2218.0258687999867,2245.5291438000017,1.0,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,6.56342159999781,9.070401800005357,0.0,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,6.002010800006019,6.19101020001267,1.0,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,12.42008880000185,29.85882420000507,0.0,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,2.562428999999611,2.628183399997397,0.0,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,609.4080143999975,641.5260044000092,1.0,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,5.645815800005494,5.703793600002882,1.0,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,7.731615000000147,27.784029200000752,1.0,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,2676.5254471999924,2701.077938200001,0.0,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,5.221662000002425,10.903181800011906,1.0,completion_item_count,Completions found,14.0,0.0,True,0 -benchmark,pyright,ty,Ty,web,,request args completion,textDocument/completion,textDocument/completion,True,5.813444200003914,8.764028599989615,1.0,completion_item_count,Completions found,467.0,453.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,web,,request args completion,textDocument/completion,textDocument/completion,True,45.479110599990236,157.38335379999168,1.0,completion_item_count,Completions found,254.4,240.4,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,request args completion,textDocument/completion,textDocument/completion,True,70.06135520001635,90.26141380002173,1.0,completion_item_count,Completions found,1.0,-13.0,True,0 -benchmark,pyright,pyright,Pyright,web,,client session hover,textDocument/hover,textDocument/hover,True,0.5070763999924566,0.5625771999859808,1.0,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,0.2101152000022921,0.22654620000821524,1.0,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,2.809027000006381,9.438550999999505,1.0,hover_text_char_count,Hover length,149.0,123.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,client session hover,textDocument/hover,textDocument/hover,True,106.23493919999873,198.26224459999366,1.0,hover_text_char_count,Hover length,359.0,333.0,True,0 -benchmark,pyright,pyright,Pyright,web,,client references,textDocument/references,textDocument/references,True,0.8072471999980735,0.9342036000020926,1.0,location_count,References found,2.0,0.0,True,0 -benchmark,pyright,ty,Ty,web,,client references,textDocument/references,textDocument/references,True,0.5517413999939436,0.6251301999895986,1.0,location_count,References found,2.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,web,,client references,textDocument/references,textDocument/references,True,0.37584199999969314,0.3972651999958998,1.0,location_count,References found,2.0,0.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,client references,textDocument/references,textDocument/references,True,23.544911000021784,81.89566960001001,1.0,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,4.909540599993534,6.792943799996465,1.0,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,4.169830199998614,4.684101000015062,1.0,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,2.3125247999928433,3.605438000010963,1.0,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,90.98826340000414,92.55751079999754,1.0,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,35.47752200000218,40.55897079999795,1.0,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,2.543398399996022,2.580269199995655,1.0,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,1.406302800000958,1.4570789999993394,1.0,hover_text_char_count,Hover length,3585.0,3165.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,edit response then hover (edit+hover),textDocument/hover,textDocument/hover,True,235.1790661999985,236.6477417999704,1.0,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,0.9447470000054636,1.0000538000099368,1.0,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,0.1595852000036757,0.16703460001394888,1.0,top_level_count,Results found,7.0,,True,0 -benchmark,pyright,pyrefly,Pyrefly,tsp_core,,list declared type,typeServer/getDeclaredType,typeServer/getDeclaredType,True,0.22324519999301629,0.23138099999187034,1.0,top_level_count,Results found,7.0,,True,0 -benchmark,pyright,pyrefly,Pyrefly,tsp_core,,generic specialization computed type,typeServer/getComputedType,typeServer/getComputedType,True,0.2029537999931108,0.2073119999863593,1.0,top_level_count,Results found,7.0,,True,0 -benchmark,pyright,pyrefly,Pyrefly,tsp_core,,flow narrowed branch type,typeServer/getComputedType,typeServer/getComputedType,False,0.19192540000290137,0.20261340000047312,,,,,,False,10 -benchmark,pyright,pyrefly,Pyrefly,tsp_core,,stdlib path computed type,typeServer/getComputedType,typeServer/getComputedType,True,0.19515959999125698,0.20674079998457273,1.0,top_level_count,Results found,7.0,,True,0 -benchmark,pyright,pyrefly,Pyrefly,tsp_core,,function argument expected type,typeServer/getExpectedType,typeServer/getExpectedType,True,0.18040579999478723,0.22479039999439007,1.0,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,0.19345500000440552,0.1973553999903288,,,,,,False,10 -benchmark,pyright,pyrefly,Pyrefly,tsp_semantic,,django semantic tokens,typeServer/semanticTokens,semantic token impl using typeServer/getComputedType,True,64.53670219999594,73.0497191999973,1.0,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,97.5174662000029,142.26625219998255,1.0,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,6.554991000001564,6.6445333999922696,1.0,semantic_token_count,Semantic tokens found,75.0,,True,0 diff --git a/latest-results/summary-20260909T060548Z.csv b/latest-results/summary-20260909T060548Z.csv new file mode 100644 index 0000000..d3ea9e9 --- /dev/null +++ b/latest-results/summary-20260909T060548Z.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,4.6499990000000935,8.056102799997689,1.0,completion_item_count,Completions found,201.0,0.0,True,0 +benchmark,pyright,ty,Ty,data_science,,dataframe completion,textDocument/completion,textDocument/completion,True,1.4562131999923622,1.5722099999948114,1.0,completion_item_count,Completions found,223.0,22.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,data_science,,dataframe completion,textDocument/completion,textDocument/completion,True,22.89852839999753,88.97912199998926,1.0,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,114.93848940000362,247.48830980000204,1.0,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,0.9135288000010178,0.977941399997917,1.0,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,0.2418158000011772,0.2595878000022367,1.0,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,1.4756190000014158,1.7290351999974973,1.0,hover_text_char_count,Hover length,2589.0,-1430.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,dataframe describe hover,textDocument/hover,textDocument/hover,True,120.79588219999664,122.99257339999485,1.0,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,0.34666940000249724,0.4016521999943734,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,ty,Ty,data_science,,summarize definition,textDocument/definition,textDocument/definition,True,0.16037880001249505,0.17043580000972725,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,data_science,,summarize definition,textDocument/definition,textDocument/definition,True,0.08794220000254427,0.09921380000150748,1.0,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,0.6493617999979051,0.6976835999921605,1.0,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,216.22958580000213,303.5102024000025,1.0,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,6.941834399992786,7.9658674000086185,1.0,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,19.708314600006815,27.89051320000908,1.0,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,2.973916799999188,3.1900332000020626,0.0,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,23.33465720000163,28.714446599997245,1.0,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,2.6895797999998194,2.71655439999563,1.0,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,1.0804033999875173,2.3039321999931417,1.0,hover_text_char_count,Hover length,1909.0,1631.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,edit array then hover (edit+hover),textDocument/hover,textDocument/hover,True,110.35282999999936,112.70962939998981,1.0,hover_text_char_count,Hover length,5662.0,5384.0,True,0 +benchmark,pyright,pyright,Pyright,django,,queryset completion,textDocument/completion,textDocument/completion,True,2.938942800000177,5.1346627999976135,1.0,completion_item_count,Completions found,10.0,0.0,True,0 +benchmark,pyright,ty,Ty,django,,queryset completion,textDocument/completion,textDocument/completion,True,3.8105604000008952,5.485765199989601,1.0,completion_item_count,Completions found,261.0,251.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,django,,queryset completion,textDocument/completion,textDocument/completion,True,13.574882799991883,53.05888499997876,1.0,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,138.32121800000436,420.8296969999991,1.0,completion_item_count,Completions found,2.0,-8.0,True,0 +benchmark,pyright,pyright,Pyright,django,,queryset filter hover,textDocument/hover,textDocument/hover,True,0.4580154000024095,0.5307413999986466,1.0,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,0.18625519999204698,0.23148219999598038,1.0,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,0.1452414000027602,0.20517159999826617,1.0,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,107.03859859999056,108.77522959997918,1.0,hover_text_char_count,Hover length,57.0,0.0,True,0 +benchmark,pyright,pyright,Pyright,django,,model definition,textDocument/definition,textDocument/definition,True,0.34154879999732657,0.40046619999998256,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,ty,Ty,django,,model definition,textDocument/definition,textDocument/definition,True,0.1530858000023727,0.1668368000139253,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,django,,model definition,textDocument/definition,textDocument/definition,True,0.0989985999979126,0.12507799999070812,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,django,,model definition,textDocument/definition,textDocument/definition,True,0.5920792000040365,0.6302064000067276,1.0,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,17.58308800000634,20.592938000007166,1.0,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,3.3121510000057697,3.5497048000081577,1.0,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,2.1837904000051367,6.555766400003902,1.0,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,158.88160019999304,187.0224425999936,1.0,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,28.34725159999607,32.010609599993245,1.0,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,2.167106399997465,2.2283929999844077,1.0,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,0.5218894000051932,0.586613800004443,1.0,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,161.96348060000787,163.05013520000102,1.0,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,49.90671360000363,164.04101740000382,1.0,completion_item_count,Completions found,271.2,0.0,True,0 +benchmark,pyright,ty,Ty,pandas,,report dataframe completion,textDocument/completion,textDocument/completion,True,13.731227800002443,16.160223400009954,1.0,completion_item_count,Completions found,1000.0,728.8,True,0 +benchmark,pyright,pyrefly,Pyrefly,pandas,,report dataframe completion,textDocument/completion,textDocument/completion,True,29.326157999997804,108.81012599998596,1.0,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,37.292070600000216,52.325245999992376,1.0,completion_item_count,Completions found,6.0,-265.2,True,0 +benchmark,pyright,pyright,Pyright,pandas,,dataframe groupby hover,textDocument/hover,textDocument/hover,True,0.566372999998066,0.6568058000027577,1.0,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,0.2086614000006648,0.282138200003601,1.0,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,4.049573400010331,5.844673800010014,1.0,hover_text_char_count,Hover length,2588.0,2238.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,dataframe groupby hover,textDocument/hover,textDocument/hover,True,131.0013652000066,132.7295796000044,1.0,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,0.3308221999958505,0.35949819999245847,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,ty,Ty,pandas,,build report definition,textDocument/definition,textDocument/definition,True,0.15928799999755938,0.17601179999360284,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,pandas,,build report definition,textDocument/definition,textDocument/definition,True,2.9395974000010483,2.9528978000030293,1.0,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,0.5749565999906281,0.6396081999866965,1.0,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,191.2756153999993,227.74707679999153,1.0,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,11.22137439999733,12.3799470000165,1.0,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,19.412044000000606,45.41849019999517,1.0,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,139.8103666000054,148.11600340001405,1.0,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,6.5555723999978,7.524743800001943,1.0,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,2.111199600000191,2.163280199994233,1.0,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,5.34938759999477,9.48756219998472,1.0,hover_text_char_count,Hover length,794.0,-3498.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,edit dataframe then hover (edit+hover),textDocument/hover,textDocument/hover,True,124.62266599999339,127.62213639998663,1.0,hover_text_char_count,Hover length,232.0,-4060.0,True,0 +benchmark,pyright,pyright,Pyright,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,5.192355000002635,8.602437799999052,1.0,completion_item_count,Completions found,1.0,0.0,True,0 +benchmark,pyright,ty,Ty,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,2.720495800002709,5.616124600010152,1.0,completion_item_count,Completions found,1.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,51.687010599999894,198.24417519999423,1.0,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,121.1593397999934,309.4427161999874,1.0,completion_item_count,Completions found,1.0,0.0,True,0 +benchmark,pyright,pyright,Pyright,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,0.9118067999992263,0.9975970000027701,1.0,hover_text_char_count,Hover length,10572.0,0.0,True,0 +benchmark,pyright,ty,Ty,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,0.28741159999867705,0.34785500000111824,1.0,hover_text_char_count,Hover length,10621.0,49.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,2.833812799997304,4.049984199997425,1.0,hover_text_char_count,Hover length,13188.0,2616.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,212.0137265999972,212.72338099999502,1.0,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,0.3135969999959798,0.37029639999843766,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,ty,Ty,sqlalchemy,,mapped class definition,textDocument/definition,textDocument/definition,True,0.1518347999933667,0.17565759999342845,1.0,location_count,Definitions found,2.0,1.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,mapped class definition,textDocument/definition,textDocument/definition,True,0.18472020000217526,0.2183868000088296,1.0,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,0.6500577999929646,0.6868587999974807,1.0,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,99.21228699999745,128.4009869999977,1.0,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,3.202491600001167,3.4614132000115205,1.0,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,3.647361200000887,6.477241799984768,1.0,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,24.260279600002832,24.786698600001955,0.0,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,58.90234499999849,63.22612319999621,1.0,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,3.123965199995382,3.236889199979487,1.0,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,1.5281173999994735,5.0922941999886,1.0,hover_text_char_count,Hover length,2137.0,1237.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,edit session then hover (edit+hover),textDocument/hover,textDocument/hover,False,23.131655399998863,23.42500379998569,0.0,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,38.09489320000239,57.2123404000024,1.0,completion_item_count,Completions found,123.0,0.0,True,0 +benchmark,pyright,ty,Ty,transformers,,classifier pipeline completion,textDocument/completion,textDocument/completion,True,8.492692000004354,9.409322800007658,1.0,completion_item_count,Completions found,775.0,652.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,transformers,,classifier pipeline completion,textDocument/completion,textDocument/completion,True,189.74807499999997,744.3676480000021,1.0,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,92.7178040000058,96.622919400005,1.0,completion_item_count,Completions found,2.0,-121.0,True,0 +benchmark,pyright,pyright,Pyright,transformers,,pipeline hover,textDocument/hover,textDocument/hover,True,0.45433020000302804,0.5439212000055704,1.0,hover_text_char_count,Hover length,34.0,0.0,True,0 +benchmark,pyright,ty,Ty,transformers,,pipeline hover,textDocument/hover,textDocument/hover,True,0.15358679999621927,0.18319659999974647,1.0,hover_text_char_count,Hover length,7.0,-27.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,transformers,,pipeline hover,textDocument/hover,textDocument/hover,True,2.712589800000842,3.0286266000018713,1.0,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,1436.7641886000001,1480.3498805999652,0.0,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,0.4267166000005318,0.5363898000041445,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,ty,Ty,transformers,,auto tokenizer definition,textDocument/definition,textDocument/definition,True,0.18401399999561363,0.25432759999830523,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,transformers,,auto tokenizer definition,textDocument/definition,textDocument/definition,True,0.14086020000263488,0.16131560000189893,1.0,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,1111.3998358000117,1165.1205742000343,1.0,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,4.430031399996892,5.301343599992947,0.0,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,5.289191599996457,6.603251999985105,1.0,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,0.3169857999978376,0.3358166000111851,0.0,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,1.9854714000075546,2.1774071999971056,0.0,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,375.01558299999544,394.52266439999164,1.0,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,4.493010000010145,4.578768000004629,1.0,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,8.759818800007224,27.735395800021927,1.0,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,1324.8024625999847,1353.9007856000012,0.0,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,3.7195692000011604,6.551138800006129,1.0,completion_item_count,Completions found,14.0,0.0,True,0 +benchmark,pyright,ty,Ty,web,,request args completion,textDocument/completion,textDocument/completion,True,4.5426137999982075,6.61445600001116,1.0,completion_item_count,Completions found,467.0,453.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,web,,request args completion,textDocument/completion,textDocument/completion,True,28.41655480000327,100.4121502000032,1.0,completion_item_count,Completions found,254.4,240.4,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,request args completion,textDocument/completion,textDocument/completion,True,32.59285460000001,54.93217679999133,1.0,completion_item_count,Completions found,1.0,-13.0,True,0 +benchmark,pyright,pyright,Pyright,web,,client session hover,textDocument/hover,textDocument/hover,True,0.43024679999348336,0.46330619998684597,1.0,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,0.13141179999820451,0.14118660000121963,1.0,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,2.3118350000061128,7.877291200009038,1.0,hover_text_char_count,Hover length,149.0,123.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,client session hover,textDocument/hover,textDocument/hover,True,10.937897999997404,16.968903799977397,1.0,hover_text_char_count,Hover length,359.0,333.0,True,0 +benchmark,pyright,pyright,Pyright,web,,client references,textDocument/references,textDocument/references,True,0.6860091999953966,0.7621965999817348,1.0,location_count,References found,2.0,0.0,True,0 +benchmark,pyright,ty,Ty,web,,client references,textDocument/references,textDocument/references,True,0.4176519999930406,0.4783899999949881,1.0,location_count,References found,2.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,web,,client references,textDocument/references,textDocument/references,True,0.23320739999803664,0.26253759998553505,1.0,location_count,References found,2.0,0.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,client references,textDocument/references,textDocument/references,True,1.5562617999876238,1.6279727999972238,1.0,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,3.520737799993867,4.584673200002953,1.0,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,3.301794399993696,3.577393599999823,1.0,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,2.9341695999960393,3.023589199989374,1.0,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,54.51777159997846,56.32148539997388,1.0,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,23.563065799999094,25.356646799997407,1.0,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,1.9142557999998644,1.9420226000136154,1.0,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,1.5682608000020082,2.988975999994636,1.0,hover_text_char_count,Hover length,3585.0,3165.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,edit response then hover (edit+hover),textDocument/hover,textDocument/hover,True,162.93961720000425,195.72064360000923,1.0,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,0.7259363999992274,0.8772507999935897,1.0,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,0.12769699999921613,0.13503840000907985,1.0,top_level_count,Results found,7.0,,True,0 +benchmark,pyright,pyrefly,Pyrefly,tsp_core,,list declared type,typeServer/getDeclaredType,typeServer/getDeclaredType,True,0.18050259999995433,0.22475600001143903,1.0,top_level_count,Results found,7.0,,True,0 +benchmark,pyright,pyrefly,Pyrefly,tsp_core,,generic specialization computed type,typeServer/getComputedType,typeServer/getComputedType,True,0.1533464000033291,0.1583746000164865,1.0,top_level_count,Results found,7.0,,True,0 +benchmark,pyright,pyrefly,Pyrefly,tsp_core,,flow narrowed branch type,typeServer/getComputedType,typeServer/getComputedType,False,0.13416120000329101,0.14282420000881757,,,,,,False,10 +benchmark,pyright,pyrefly,Pyrefly,tsp_core,,stdlib path computed type,typeServer/getComputedType,typeServer/getComputedType,True,0.1501761999975315,0.15914800000587093,1.0,top_level_count,Results found,7.0,,True,0 +benchmark,pyright,pyrefly,Pyrefly,tsp_core,,function argument expected type,typeServer/getExpectedType,typeServer/getExpectedType,True,0.1519519999988006,0.1826589999893713,1.0,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,0.15011579999963942,0.16236619998721835,,,,,,False,10 +benchmark,pyright,pyrefly,Pyrefly,tsp_semantic,,django semantic tokens,typeServer/semanticTokens,semantic token impl using typeServer/getComputedType,True,13.11334779999811,23.559230599988723,1.0,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,55.13746039999887,83.61371960000383,1.0,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,3.7861504000034074,4.09083760001181,1.0,semantic_token_count,Semantic tokens found,75.0,,True,0 diff --git a/latest-results/summary-20260908T060539Z.json b/latest-results/summary-20260909T060548Z.json similarity index 93% rename from latest-results/summary-20260908T060539Z.json rename to latest-results/summary-20260909T060548Z.json index 9818d76..a33c574 100644 --- a/latest-results/summary-20260908T060539Z.json +++ b/latest-results/summary-20260909T060548Z.json @@ -17,12 +17,12 @@ "tsp_semantic" ], "baseline_server": "pyright", - "generated_at": "20260908T060539Z", + "generated_at": "20260909T060548Z", "servers": [ { "id": "pyright", "display_name": "Pyright", - "output_path": "results/bench-servers/pyright-20260908T060539Z.json", + "output_path": "results/bench-servers/pyright-20260909T060548Z.json", "success": true, "benchmark_count": 6, "command": [ @@ -58,7 +58,7 @@ { "id": "ty", "display_name": "Ty", - "output_path": "results/bench-servers/ty-20260908T060539Z.json", + "output_path": "results/bench-servers/ty-20260909T060548Z.json", "success": true, "benchmark_count": 6, "command": [ @@ -91,7 +91,7 @@ { "id": "pyrefly", "display_name": "Pyrefly", - "output_path": "results/bench-servers/pyrefly-20260908T060539Z.json", + "output_path": "results/bench-servers/pyrefly-20260909T060548Z.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-20260908T060539Z.json", + "output_path": "results/bench-servers/pylsp-mypy-20260909T060548Z.json", "success": false, "benchmark_count": 6, "command": [ diff --git a/latest-results/summary-20260908T060539Z.md b/latest-results/summary-20260909T060548Z.md similarity index 60% rename from latest-results/summary-20260908T060539Z.md rename to latest-results/summary-20260909T060548Z.md index e074fde..5ab9377 100644 --- a/latest-results/summary-20260908T060539Z.md +++ b/latest-results/summary-20260909T060548Z.md @@ -1,8 +1,8 @@ # Python LSP Benchmark Comparison -Generated from `results/bench-servers/summary-20260908T060539Z.json` +Generated from `results/bench-servers/summary-20260909T060548Z.json` -- Generated at: 20260908T060539Z +- Generated at: 20260909T060548Z - Config: `github-releases` - Servers: pyright, ty, pyrefly, pylsp-mypy - Baseline server: Pyright (pyright) @@ -30,10 +30,10 @@ Generated from `results/bench-servers/summary-20260908T060539Z.json` | Server | Success | Benchmarks | Wall clock ms | Avg measured ms | Measured requests | Non-empty % | Failed points | | --- | --- | --- | ---: | ---: | ---: | ---: | ---: | -| Ty | yes | 6 | 4657.90 | 3.77 | 150 | 100% | 0 | -| Pyrefly | no | 8 | 8033.83 | 16.82 | 205 | 97% | 2 | -| Pyright | yes | 6 | 36954.27 | 71.12 | 150 | 97% | 0 | -| pylsp-mypy | no | 6 | 217846.48 | 371.12 | 150 | 80% | 5 | +| Ty | yes | 6 | 3731.11 | 2.90 | 150 | 100% | 0 | +| Pyrefly | no | 8 | 5725.06 | 12.04 | 205 | 97% | 2 | +| Pyright | yes | 6 | 23849.91 | 38.62 | 150 | 97% | 0 | +| pylsp-mypy | no | 6 | 130337.95 | 198.71 | 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-20260908T060539Z.json` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| Ty | yes | 362.48 | 3.02 | 5 | 25 | 100% | 0 | -| Pyrefly | yes | 703.16 | 9.54 | 5 | 25 | 100% | 0 | -| Pyright | yes | 4516.06 | 83.43 | 5 | 25 | 100% | 0 | -| pylsp-mypy | no | 7965.87 | 116.85 | 5 | 25 | 80% | 1 | +| Ty | yes | 286.53 | 2.30 | 5 | 25 | 100% | 0 | +| Pyrefly | yes | 494.50 | 9.05 | 5 | 25 | 100% | 0 | +| Pyright | yes | 2893.90 | 49.09 | 5 | 25 | 100% | 0 | +| pylsp-mypy | no | 5317.26 | 69.94 | 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 | 1.70 | 1.79 | 100% | 223.00 | +22.00 | pass | -| Pyright | yes | 7.04 | 10.56 | 100% | 201.00 | 0.00 | pass | -| Pyrefly | yes | 31.75 | 117.93 | 100% | 250.00 | +49.00 | pass | -| pylsp-mypy | yes | 236.18 | 464.31 | 100% | 188.00 | -13.00 | pass | +| Ty | yes | 1.46 | 1.57 | 100% | 223.00 | +22.00 | pass | +| Pyright | yes | 4.65 | 8.06 | 100% | 201.00 | 0.00 | pass | +| Pyrefly | yes | 22.90 | 88.98 | 100% | 250.00 | +49.00 | pass | +| pylsp-mypy | yes | 114.94 | 247.49 | 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 | 0.34 | 100% | 4232.00 | +213.00 | pass | -| Pyright | yes | 1.05 | 1.20 | 100% | 4019.00 | 0.00 | pass | -| Pyrefly | yes | 2.61 | 2.94 | 100% | 2589.00 | -1430.00 | pass | -| pylsp-mypy | yes | 176.86 | 178.90 | 100% | 4134.00 | +115.00 | pass | +| Ty | yes | 0.24 | 0.26 | 100% | 4232.00 | +213.00 | pass | +| Pyright | yes | 0.91 | 0.98 | 100% | 4019.00 | 0.00 | pass | +| Pyrefly | yes | 1.48 | 1.73 | 100% | 2589.00 | -1430.00 | pass | +| pylsp-mypy | yes | 120.80 | 122.99 | 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 | 0.31 | 0.35 | 100% | 1.00 | 0.00 | pass | -| Pyright | yes | 0.37 | 0.41 | 100% | 1.00 | 0.00 | pass | -| pylsp-mypy | yes | 1.08 | 1.11 | 100% | 1.00 | 0.00 | pass | +| Pyrefly | yes | 0.09 | 0.10 | 100% | 1.00 | 0.00 | pass | +| Ty | yes | 0.16 | 0.17 | 100% | 1.00 | 0.00 | pass | +| Pyright | yes | 0.35 | 0.40 | 100% | 1.00 | 0.00 | pass | +| pylsp-mypy | yes | 0.65 | 0.70 | 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 | 4.19 | 4.31 | 0% | 0.00 | -168.00 | fail (10) | -| Ty | yes | 9.32 | 9.82 | 100% | 168.00 | 0.00 | pass | -| Pyrefly | yes | 12.56 | 15.48 | 100% | 149.00 | -19.00 | pass | -| Pyright | yes | 373.16 | 482.80 | 100% | 168.00 | 0.00 | pass | +| pylsp-mypy | no | 2.97 | 3.19 | 0% | 0.00 | -168.00 | fail (10) | +| Ty | yes | 6.94 | 7.97 | 100% | 168.00 | 0.00 | pass | +| Pyrefly | yes | 19.71 | 27.89 | 100% | 149.00 | -19.00 | pass | +| Pyright | yes | 216.23 | 303.51 | 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 | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 0.46 | 0.49 | 100% | 1909.00 | +1631.00 | pass | -| Ty | yes | 3.53 | 3.56 | 100% | 267.00 | -11.00 | pass | -| Pyright | yes | 35.53 | 36.06 | 100% | 278.00 | 0.00 | pass | -| pylsp-mypy | yes | 165.98 | 168.24 | 100% | 5662.00 | +5384.00 | pass | +| Pyrefly | yes | 1.08 | 2.30 | 100% | 1909.00 | +1631.00 | pass | +| Ty | yes | 2.69 | 2.72 | 100% | 267.00 | -11.00 | pass | +| Pyright | yes | 23.33 | 28.71 | 100% | 278.00 | 0.00 | pass | +| pylsp-mypy | yes | 110.35 | 112.71 | 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 | 243.26 | 2.39 | 5 | 25 | 100% | 0 | -| Pyrefly | yes | 281.71 | 5.11 | 5 | 25 | 100% | 0 | -| Pyright | yes | 1429.05 | 13.57 | 5 | 25 | 100% | 0 | -| pylsp-mypy | yes | 7785.72 | 174.00 | 5 | 25 | 100% | 0 | +| Ty | yes | 187.46 | 1.93 | 5 | 25 | 100% | 0 | +| Pyrefly | yes | 200.26 | 3.30 | 5 | 25 | 100% | 0 | +| Pyright | yes | 981.52 | 9.93 | 5 | 25 | 100% | 0 | +| pylsp-mypy | yes | 5075.84 | 113.36 | 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 | 3.93 | 6.70 | 100% | 10.00 | 0.00 | pass | -| Ty | yes | 4.53 | 6.74 | 100% | 261.00 | +251.00 | pass | -| Pyrefly | yes | 20.15 | 71.91 | 100% | 15.00 | +5.00 | pass | -| pylsp-mypy | yes | 208.58 | 636.06 | 100% | 2.00 | -8.00 | pass | +| Pyright | yes | 2.94 | 5.13 | 100% | 10.00 | 0.00 | pass | +| Ty | yes | 3.81 | 5.49 | 100% | 261.00 | +251.00 | pass | +| Pyrefly | yes | 13.57 | 53.06 | 100% | 15.00 | +5.00 | pass | +| pylsp-mypy | yes | 138.32 | 420.83 | 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 | 0.25 | 100% | 46.00 | -11.00 | pass | -| Pyrefly | yes | 0.25 | 0.28 | 100% | 298.00 | +241.00 | pass | -| Pyright | yes | 0.51 | 0.56 | 100% | 57.00 | 0.00 | pass | -| pylsp-mypy | yes | 153.67 | 156.73 | 100% | 57.00 | 0.00 | pass | +| Pyrefly | yes | 0.15 | 0.21 | 100% | 298.00 | +241.00 | pass | +| Ty | yes | 0.19 | 0.23 | 100% | 46.00 | -11.00 | pass | +| Pyright | yes | 0.46 | 0.53 | 100% | 57.00 | 0.00 | pass | +| pylsp-mypy | yes | 107.04 | 108.78 | 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 | 0.19 | 0.19 | 100% | 1.00 | 0.00 | pass | -| Pyrefly | yes | 0.22 | 0.22 | 100% | 1.00 | 0.00 | pass | -| Pyright | yes | 0.37 | 0.42 | 100% | 1.00 | 0.00 | pass | -| pylsp-mypy | yes | 1.08 | 1.16 | 100% | 1.00 | 0.00 | pass | +| Pyrefly | yes | 0.10 | 0.13 | 100% | 1.00 | 0.00 | pass | +| Ty | yes | 0.15 | 0.17 | 100% | 1.00 | 0.00 | pass | +| Pyright | yes | 0.34 | 0.40 | 100% | 1.00 | 0.00 | pass | +| pylsp-mypy | yes | 0.59 | 0.63 | 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 | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 3.68 | 9.92 | 100% | 83.00 | -21.00 | pass | -| Ty | yes | 4.19 | 4.47 | 100% | 104.00 | 0.00 | pass | -| Pyright | yes | 24.63 | 26.71 | 100% | 104.00 | 0.00 | pass | -| pylsp-mypy | yes | 257.94 | 287.80 | 100% | 143.00 | +39.00 | pass | +| Pyrefly | yes | 2.18 | 6.56 | 100% | 83.00 | -21.00 | pass | +| Ty | yes | 3.31 | 3.55 | 100% | 104.00 | 0.00 | pass | +| Pyright | yes | 17.58 | 20.59 | 100% | 104.00 | 0.00 | pass | +| pylsp-mypy | yes | 158.88 | 187.02 | 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 | 1.24 | 3.04 | 100% | 858.00 | +775.00 | pass | -| Ty | yes | 2.83 | 2.91 | 100% | 100.00 | +17.00 | pass | -| Pyright | yes | 38.40 | 43.42 | 100% | 83.00 | 0.00 | pass | -| pylsp-mypy | yes | 248.73 | 250.16 | 100% | 71.00 | -12.00 | pass | +| Pyrefly | yes | 0.52 | 0.59 | 100% | 858.00 | +775.00 | pass | +| Ty | yes | 2.17 | 2.23 | 100% | 100.00 | +17.00 | pass | +| Pyright | yes | 28.35 | 32.01 | 100% | 83.00 | 0.00 | pass | +| pylsp-mypy | yes | 161.96 | 163.05 | 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 | 801.54 | 7.40 | 5 | 25 | 100% | 0 | -| Pyrefly | yes | 684.63 | 12.85 | 5 | 25 | 100% | 0 | -| pylsp-mypy | yes | 7822.37 | 139.09 | 5 | 25 | 100% | 0 | -| Pyright | yes | 9825.18 | 140.26 | 5 | 25 | 100% | 0 | +| Ty | yes | 610.56 | 5.49 | 5 | 25 | 100% | 0 | +| Pyrefly | yes | 624.79 | 12.22 | 5 | 25 | 100% | 0 | +| Pyright | yes | 5466.63 | 49.73 | 5 | 25 | 100% | 0 | +| pylsp-mypy | yes | 5081.92 | 86.66 | 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 | 18.62 | 22.20 | 100% | 1000.00 | +728.80 | pass | -| Pyrefly | yes | 35.83 | 142.20 | 100% | 16.00 | -255.20 | pass | -| Pyright | yes | 72.40 | 240.77 | 100% | 271.20 | 0.00 | pass | -| pylsp-mypy | yes | 95.95 | 232.95 | 100% | 6.00 | -265.20 | pass | +| Ty | yes | 13.73 | 16.16 | 100% | 1000.00 | +728.80 | pass | +| Pyrefly | yes | 29.33 | 108.81 | 100% | 16.00 | -255.20 | pass | +| pylsp-mypy | yes | 37.29 | 52.33 | 100% | 6.00 | -265.20 | pass | +| Pyright | yes | 49.91 | 164.04 | 100% | 271.20 | 0.00 | 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 | 0.26 | 0.27 | 100% | 329.00 | -21.00 | pass | -| Pyright | yes | 0.60 | 0.67 | 100% | 350.00 | 0.00 | pass | -| Pyrefly | yes | 2.70 | 2.91 | 100% | 2588.00 | +2238.00 | pass | -| pylsp-mypy | yes | 191.23 | 193.93 | 100% | 301.00 | -49.00 | pass | +| Ty | yes | 0.21 | 0.28 | 100% | 329.00 | -21.00 | pass | +| Pyright | yes | 0.57 | 0.66 | 100% | 350.00 | 0.00 | pass | +| Pyrefly | yes | 4.05 | 5.84 | 100% | 2588.00 | +2238.00 | pass | +| pylsp-mypy | yes | 131.00 | 132.73 | 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 | 0.22 | 100% | 1.00 | 0.00 | pass | -| Pyrefly | yes | 0.23 | 0.26 | 100% | 1.00 | 0.00 | pass | -| Pyright | yes | 0.38 | 0.43 | 100% | 1.00 | 0.00 | pass | -| pylsp-mypy | yes | 1.06 | 1.12 | 100% | 1.00 | 0.00 | pass | +| Ty | yes | 0.16 | 0.18 | 100% | 1.00 | 0.00 | pass | +| Pyright | yes | 0.33 | 0.36 | 100% | 1.00 | 0.00 | pass | +| pylsp-mypy | yes | 0.57 | 0.64 | 100% | 1.00 | 0.00 | pass | +| Pyrefly | yes | 2.94 | 2.95 | 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 | 15.22 | 16.25 | 100% | 448.00 | +8.00 | pass | -| Pyrefly | yes | 21.64 | 26.77 | 100% | 256.00 | -184.00 | pass | -| pylsp-mypy | yes | 223.84 | 226.21 | 100% | 441.00 | +1.00 | pass | -| Pyright | yes | 617.58 | 1241.85 | 100% | 440.00 | 0.00 | pass | +| Ty | yes | 11.22 | 12.38 | 100% | 448.00 | +8.00 | pass | +| Pyrefly | yes | 19.41 | 45.42 | 100% | 256.00 | -184.00 | pass | +| pylsp-mypy | yes | 139.81 | 148.12 | 100% | 441.00 | +1.00 | pass | +| Pyright | yes | 191.28 | 227.75 | 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 | 2.70 | 2.75 | 100% | 4441.00 | +149.00 | pass | -| Pyrefly | yes | 3.88 | 8.75 | 100% | 794.00 | -3498.00 | pass | -| Pyright | yes | 10.37 | 12.19 | 100% | 4292.00 | 0.00 | pass | -| pylsp-mypy | yes | 183.35 | 185.25 | 100% | 232.00 | -4060.00 | pass | +| Ty | yes | 2.11 | 2.16 | 100% | 4441.00 | +149.00 | pass | +| Pyrefly | yes | 5.35 | 9.49 | 100% | 794.00 | -3498.00 | pass | +| Pyright | yes | 6.56 | 7.52 | 100% | 4292.00 | 0.00 | pass | +| pylsp-mypy | yes | 124.62 | 127.62 | 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 | 340.85 | 2.40 | 5 | 25 | 100% | 0 | -| Pyrefly | yes | 706.16 | 13.60 | 5 | 25 | 100% | 0 | -| Pyright | yes | 3363.49 | 46.59 | 5 | 25 | 100% | 0 | -| pylsp-mypy | no | 7107.75 | 124.62 | 5 | 25 | 60% | 2 | +| Ty | yes | 295.05 | 1.90 | 5 | 25 | 100% | 0 | +| Pyrefly | yes | 585.52 | 11.98 | 5 | 25 | 100% | 0 | +| Pyright | yes | 2307.07 | 32.91 | 5 | 25 | 100% | 0 | +| pylsp-mypy | no | 4872.94 | 76.24 | 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 | 3.24 | 7.21 | 100% | 1.00 | 0.00 | pass | -| Pyright | yes | 7.43 | 11.62 | 100% | 1.00 | 0.00 | pass | -| Pyrefly | yes | 62.09 | 245.93 | 100% | 15.00 | +14.00 | pass | -| pylsp-mypy | yes | 211.74 | 394.47 | 100% | 1.00 | 0.00 | pass | +| Ty | yes | 2.72 | 5.62 | 100% | 1.00 | 0.00 | pass | +| Pyright | yes | 5.19 | 8.60 | 100% | 1.00 | 0.00 | pass | +| Pyrefly | yes | 51.69 | 198.24 | 100% | 15.00 | +14.00 | pass | +| pylsp-mypy | yes | 121.16 | 309.44 | 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 | 0.40 | 0.41 | 100% | 10621.00 | +49.00 | pass | -| Pyright | yes | 1.14 | 1.28 | 100% | 10572.00 | 0.00 | pass | -| Pyrefly | yes | 1.15 | 1.59 | 100% | 13188.00 | +2616.00 | pass | -| pylsp-mypy | yes | 328.38 | 331.04 | 100% | 10498.00 | -74.00 | pass | +| Ty | yes | 0.29 | 0.35 | 100% | 10621.00 | +49.00 | pass | +| Pyright | yes | 0.91 | 1.00 | 100% | 10572.00 | 0.00 | pass | +| Pyrefly | yes | 2.83 | 4.05 | 100% | 13188.00 | +2616.00 | pass | +| pylsp-mypy | yes | 212.01 | 212.72 | 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 | 0.23 | 0.24 | 100% | 2.00 | +1.00 | pass | -| Pyrefly | yes | 0.28 | 0.31 | 100% | 1.00 | 0.00 | pass | -| Pyright | yes | 0.44 | 0.54 | 100% | 1.00 | 0.00 | pass | -| pylsp-mypy | yes | 1.23 | 1.57 | 100% | 1.00 | 0.00 | pass | +| Ty | yes | 0.15 | 0.18 | 100% | 2.00 | +1.00 | pass | +| Pyrefly | yes | 0.18 | 0.22 | 100% | 1.00 | 0.00 | pass | +| Pyright | yes | 0.31 | 0.37 | 100% | 1.00 | 0.00 | pass | +| pylsp-mypy | yes | 0.65 | 0.69 | 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 | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 3.95 | 8.48 | 100% | 17.00 | -21.00 | pass | -| Ty | yes | 4.21 | 4.58 | 100% | 23.00 | -15.00 | pass | -| pylsp-mypy | no | 39.13 | 39.75 | 0% | 0.00 | -38.00 | fail (10) | -| Pyright | yes | 133.88 | 167.41 | 100% | 38.00 | 0.00 | pass | +| Ty | yes | 3.20 | 3.46 | 100% | 23.00 | -15.00 | pass | +| Pyrefly | yes | 3.65 | 6.48 | 100% | 17.00 | -21.00 | pass | +| pylsp-mypy | no | 24.26 | 24.79 | 0% | 0.00 | -38.00 | fail (10) | +| Pyright | yes | 99.21 | 128.40 | 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 | 0.50 | 0.56 | 100% | 2137.00 | +1237.00 | pass | -| Ty | yes | 3.93 | 4.07 | 100% | 958.00 | +58.00 | pass | -| pylsp-mypy | no | 42.60 | 47.52 | 0% | 0.00 | -900.00 | fail (10) | -| Pyright | yes | 90.07 | 97.24 | 100% | 900.00 | 0.00 | pass | +| Pyrefly | yes | 1.53 | 5.09 | 100% | 2137.00 | +1237.00 | pass | +| Ty | yes | 3.12 | 3.24 | 100% | 958.00 | +58.00 | pass | +| pylsp-mypy | no | 23.13 | 23.43 | 0% | 0.00 | -900.00 | fail (10) | +| Pyright | yes | 58.90 | 63.23 | 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 | 2598.75 | 4.72 | 5 | 25 | 100% | 0 | -| Pyrefly | yes | 2455.87 | 52.17 | 5 | 25 | 80% | 0 | -| Pyright | yes | 16358.50 | 133.48 | 5 | 25 | 80% | 0 | -| pylsp-mypy | no | 182255.70 | 1566.94 | 5 | 25 | 40% | 2 | +| Ty | yes | 2115.58 | 3.72 | 5 | 25 | 100% | 0 | +| Pyrefly | yes | 1882.97 | 40.34 | 5 | 25 | 80% | 0 | +| Pyright | yes | 11227.78 | 83.68 | 5 | 25 | 80% | 0 | +| pylsp-mypy | no | 107007.49 | 793.53 | 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 | 11.09 | 12.29 | 100% | 775.00 | +652.00 | pass | -| Pyright | yes | 50.38 | 86.96 | 100% | 123.00 | 0.00 | pass | -| pylsp-mypy | yes | 149.11 | 153.00 | 100% | 2.00 | -121.00 | pass | -| Pyrefly | yes | 239.04 | 940.16 | 100% | 15.00 | -108.00 | pass | +| Ty | yes | 8.49 | 9.41 | 100% | 775.00 | +652.00 | pass | +| Pyright | yes | 38.09 | 57.21 | 100% | 123.00 | 0.00 | pass | +| pylsp-mypy | yes | 92.72 | 96.62 | 100% | 2.00 | -121.00 | pass | +| Pyrefly | yes | 189.75 | 744.37 | 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 | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyright | yes | 0.48 | 0.53 | 100% | 34.00 | 0.00 | pass | -| Ty | yes | 0.59 | 1.68 | 100% | 7.00 | -27.00 | pass | -| Pyrefly | yes | 1.41 | 4.84 | 100% | 48.00 | +14.00 | pass | -| pylsp-mypy | no | 2788.45 | 2831.41 | 0% | 0.00 | -34.00 | fail (10) | +| Ty | yes | 0.15 | 0.18 | 100% | 7.00 | -27.00 | pass | +| Pyright | yes | 0.45 | 0.54 | 100% | 34.00 | 0.00 | pass | +| Pyrefly | yes | 2.71 | 3.03 | 100% | 48.00 | +14.00 | pass | +| pylsp-mypy | no | 1436.76 | 1480.35 | 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 | 0.25 | 0.27 | 100% | 1.00 | 0.00 | pass | -| Ty | yes | 0.29 | 0.30 | 100% | 1.00 | 0.00 | pass | -| Pyright | yes | 0.57 | 0.91 | 100% | 1.00 | 0.00 | pass | -| pylsp-mypy | yes | 2218.03 | 2245.53 | 100% | 1.00 | 0.00 | pass | +| Pyrefly | yes | 0.14 | 0.16 | 100% | 1.00 | 0.00 | pass | +| Ty | yes | 0.18 | 0.25 | 100% | 1.00 | 0.00 | pass | +| Pyright | yes | 0.43 | 0.54 | 100% | 1.00 | 0.00 | pass | +| pylsp-mypy | yes | 1111.40 | 1165.12 | 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 | 2.56 | 2.63 | 0% | 0.00 | 0.00 | pass | -| Ty | yes | 6.00 | 6.19 | 100% | 23.00 | +23.00 | pass | -| Pyright | yes | 6.56 | 9.07 | 0% | 0.00 | 0.00 | pass | -| Pyrefly | yes | 12.42 | 29.86 | 0% | 0.00 | 0.00 | pass | +| Pyrefly | yes | 0.32 | 0.34 | 0% | 0.00 | 0.00 | pass | +| pylsp-mypy | yes | 1.99 | 2.18 | 0% | 0.00 | 0.00 | pass | +| Pyright | yes | 4.43 | 5.30 | 0% | 0.00 | 0.00 | pass | +| Ty | yes | 5.29 | 6.60 | 100% | 23.00 | +23.00 | 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 | 5.65 | 5.70 | 100% | 7.00 | -23.00 | pass | -| Pyrefly | yes | 7.73 | 27.78 | 100% | 33.00 | +3.00 | pass | -| Pyright | yes | 609.41 | 641.53 | 100% | 30.00 | 0.00 | pass | -| pylsp-mypy | no | 2676.53 | 2701.08 | 0% | 0.00 | -30.00 | fail (10) | +| Ty | yes | 4.49 | 4.58 | 100% | 7.00 | -23.00 | pass | +| Pyrefly | yes | 8.76 | 27.74 | 100% | 33.00 | +3.00 | pass | +| Pyright | yes | 375.02 | 394.52 | 100% | 30.00 | 0.00 | pass | +| pylsp-mypy | no | 1324.80 | 1353.90 | 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 | 311.02 | 2.66 | 5 | 25 | 100% | 0 | -| Pyright | yes | 1461.98 | 9.38 | 5 | 25 | 100% | 0 | -| Pyrefly | yes | 770.88 | 10.48 | 5 | 25 | 100% | 0 | -| pylsp-mypy | yes | 4909.08 | 105.20 | 5 | 25 | 100% | 0 | +| Ty | yes | 235.93 | 2.06 | 5 | 25 | 100% | 0 | +| Pyright | yes | 973.00 | 6.38 | 5 | 25 | 100% | 0 | +| Pyrefly | yes | 449.69 | 7.09 | 5 | 25 | 100% | 0 | +| pylsp-mypy | yes | 2982.49 | 52.51 | 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 | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyright | yes | 5.22 | 10.90 | 100% | 14.00 | 0.00 | pass | -| Ty | yes | 5.81 | 8.76 | 100% | 467.00 | +453.00 | pass | -| Pyrefly | yes | 45.48 | 157.38 | 100% | 254.40 | +240.40 | pass | -| pylsp-mypy | yes | 70.06 | 90.26 | 100% | 1.00 | -13.00 | pass | +| Pyright | yes | 3.72 | 6.55 | 100% | 14.00 | 0.00 | pass | +| Ty | yes | 4.54 | 6.61 | 100% | 467.00 | +453.00 | pass | +| Pyrefly | yes | 28.42 | 100.41 | 100% | 254.40 | +240.40 | pass | +| pylsp-mypy | yes | 32.59 | 54.93 | 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 | 0.21 | 0.23 | 100% | 7.00 | -19.00 | pass | -| Pyright | yes | 0.51 | 0.56 | 100% | 26.00 | 0.00 | pass | -| Pyrefly | yes | 2.81 | 9.44 | 100% | 149.00 | +123.00 | pass | -| pylsp-mypy | yes | 106.23 | 198.26 | 100% | 359.00 | +333.00 | pass | +| Ty | yes | 0.13 | 0.14 | 100% | 7.00 | -19.00 | pass | +| Pyright | yes | 0.43 | 0.46 | 100% | 26.00 | 0.00 | pass | +| Pyrefly | yes | 2.31 | 7.88 | 100% | 149.00 | +123.00 | pass | +| pylsp-mypy | yes | 10.94 | 16.97 | 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 | 0.38 | 0.40 | 100% | 2.00 | 0.00 | pass | -| Ty | yes | 0.55 | 0.63 | 100% | 2.00 | 0.00 | pass | -| Pyright | yes | 0.81 | 0.93 | 100% | 2.00 | 0.00 | pass | -| pylsp-mypy | yes | 23.54 | 81.90 | 100% | 2.00 | 0.00 | pass | +| Pyrefly | yes | 0.23 | 0.26 | 100% | 2.00 | 0.00 | pass | +| Ty | yes | 0.42 | 0.48 | 100% | 2.00 | 0.00 | pass | +| Pyright | yes | 0.69 | 0.76 | 100% | 2.00 | 0.00 | pass | +| pylsp-mypy | yes | 1.56 | 1.63 | 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 | 2.31 | 3.61 | 100% | 32.00 | -173.00 | pass | -| Ty | yes | 4.17 | 4.68 | 100% | 225.00 | +20.00 | pass | -| Pyright | yes | 4.91 | 6.79 | 100% | 205.00 | 0.00 | pass | -| pylsp-mypy | yes | 90.99 | 92.56 | 100% | 57.00 | -148.00 | pass | +| Pyrefly | yes | 2.93 | 3.02 | 100% | 32.00 | -173.00 | pass | +| Ty | yes | 3.30 | 3.58 | 100% | 225.00 | +20.00 | pass | +| Pyright | yes | 3.52 | 4.58 | 100% | 205.00 | 0.00 | pass | +| pylsp-mypy | yes | 54.52 | 56.32 | 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 | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 1.41 | 1.46 | 100% | 3585.00 | +3165.00 | pass | -| Ty | yes | 2.54 | 2.58 | 100% | 1613.00 | +1193.00 | pass | -| Pyright | yes | 35.48 | 40.56 | 100% | 420.00 | 0.00 | pass | -| pylsp-mypy | yes | 235.18 | 236.65 | 100% | 880.00 | +460.00 | pass | +| Pyrefly | yes | 1.57 | 2.99 | 100% | 3585.00 | +3165.00 | pass | +| Ty | yes | 1.91 | 1.94 | 100% | 1613.00 | +1193.00 | pass | +| Pyright | yes | 23.56 | 25.36 | 100% | 420.00 | 0.00 | pass | +| pylsp-mypy | yes | 162.94 | 195.72 | 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 | 187.79 | 0.29 | 8 | 40 | 100% | 2 | +| Pyrefly | no | 158.94 | 0.22 | 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 | 0.94 | 1.00 | 100% | 30.00 | 0.00 | pass | +| Pyrefly | yes | 0.73 | 0.88 | 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 | 0.16 | 0.17 | 100% | 7.00 | 0.00 | pass | +| Pyrefly | yes | 0.13 | 0.14 | 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 | 0.22 | 0.23 | 100% | 7.00 | 0.00 | pass | +| Pyrefly | yes | 0.18 | 0.22 | 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 | 0.20 | 0.21 | 100% | 7.00 | 0.00 | pass | +| Pyrefly | yes | 0.15 | 0.16 | 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 | 0.20 | 0.21 | 100% | 7.00 | 0.00 | pass | +| Pyrefly | yes | 0.15 | 0.16 | 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 | 0.18 | 0.22 | 100% | 7.00 | 0.00 | pass | +| Pyrefly | yes | 0.15 | 0.18 | 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 | 2243.63 | 56.20 | 3 | 15 | 100% | 0 | +| Pyrefly | yes | 1328.39 | 24.01 | 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 | 64.54 | 73.05 | 100% | 126.00 | 0.00 | pass | +| Pyrefly | yes | 13.11 | 23.56 | 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 | 97.52 | 142.27 | 100% | 74.00 | 0.00 | pass | +| Pyrefly | yes | 55.14 | 83.61 | 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 | 6.55 | 6.64 | 100% | 75.00 | 0.00 | pass | +| Pyrefly | yes | 3.79 | 4.09 | 100% | 75.00 | 0.00 | pass | diff --git a/latest-results/ty-20260908T060539Z-responses.jsonl b/latest-results/ty-20260909T060548Z-responses.jsonl similarity index 100% rename from latest-results/ty-20260908T060539Z-responses.jsonl rename to latest-results/ty-20260909T060548Z-responses.jsonl diff --git a/latest-results/ty-20260908T060539Z.json b/latest-results/ty-20260909T060548Z.json similarity index 90% rename from latest-results/ty-20260908T060539Z.json rename to latest-results/ty-20260909T060548Z.json index d667c5d..28470a0 100644 --- a/latest-results/ty-20260908T060539Z.json +++ b/latest-results/ty-20260909T060548Z.json @@ -12,8 +12,8 @@ "transformers", "web" ], - "started_at_unix": 1788847631.3320334, - "finished_at_unix": 1788847636.0685642, + "started_at_unix": 1788934012.9285774, + "finished_at_unix": 1788934016.7366445, "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": 362.483181999977, + "total_duration_ms": 286.53074099997866, "error_message": null, "summary": { "request_count": 32, @@ -35,11 +35,11 @@ "failure_count": 0, "bytes_sent": 18656, "bytes_received": 874720, - "min_ms": 0.2058339999848613, - "max_ms": 181.29695900000797, - "mean_ms": 10.670543406250843, - "median_ms": 1.7696814999936805, - "p95_ms": 39.1319100500112, + "min_ms": 0.15155200000549485, + "max_ms": 152.68961499998568, + "mean_ms": 8.453129749999455, + "median_ms": 1.507743499999492, + "p95_ms": 27.20170750000929, "result_summary": { "present_count": 31, "empty_count": 1, @@ -95,27 +95,27 @@ "by_method": { "textDocument/completion": { "point_count": 2, - "min_ms": 1.5876880000007532, - "max_ms": 9.967361000008168, - "mean_ms": 5.513010499998927, - "median_ms": 5.405300500001431, - "p95_ms": 9.644216899998526 + "min_ms": 1.3706769999828339, + "max_ms": 8.282416000014337, + "mean_ms": 4.199023799992574, + "median_ms": 4.060484999996561, + "p95_ms": 7.570181650001471 }, "textDocument/hover": { "point_count": 2, - "min_ms": 0.2996679999967, - "max_ms": 3.5605639999971572, - "mean_ms": 1.9253371000019115, - "median_ms": 1.9224669999999833, - "p95_ms": 3.5483820500076035 + "min_ms": 0.22621800002298187, + "max_ms": 2.7219229999957406, + "mean_ms": 1.4656978000004983, + "median_ms": 1.456845500001691, + "p95_ms": 2.7098436499954914 }, "textDocument/definition": { "point_count": 1, - "min_ms": 0.2058339999848613, - "max_ms": 0.23257399999465633, - "mean_ms": 0.21793619999925795, - "median_ms": 0.21982000001230517, - "p95_ms": 0.23074839999708274 + "min_ms": 0.15155200000549485, + "max_ms": 0.1727430000073582, + "mean_ms": 0.16037880001249505, + "median_ms": 0.16089800001850563, + "p95_ms": 0.17043580000972725 } }, "validation": { @@ -141,11 +141,11 @@ "failure_count": 0, "bytes_sent": 1425, "bytes_received": 306550, - "min_ms": 1.5876880000007532, - "max_ms": 1.8085789999986446, - "mean_ms": 1.7022091999990607, - "median_ms": 1.7288509999957569, - "p95_ms": 1.793019999996659, + "min_ms": 1.3706769999828339, + "max_ms": 1.5826059999994868, + "mean_ms": 1.4562131999923622, + "median_ms": 1.4217359999975088, + "p95_ms": 1.5722099999948114, "result_summary": { "present_count": 5, "empty_count": 0, @@ -205,9 +205,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 181.29695900000797, + "duration_ms": 152.68961499998568, "success": true, - "started_at_unix": 1788847631.3492372, + "started_at_unix": 1788934012.9435098, "bytes_sent": 285, "bytes_received": 61310, "request_id": 2, @@ -235,9 +235,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 1.7307839999887165, + "duration_ms": 1.5306259999761096, "success": true, - "started_at_unix": 1788847631.5314703, + "started_at_unix": 1788934013.0968838, "bytes_sent": 285, "bytes_received": 61310, "request_id": 3, @@ -265,9 +265,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 1.8085789999986446, + "duration_ms": 1.375421000005872, "success": true, - "started_at_unix": 1788847631.5345037, + "started_at_unix": 1788934013.099445, "bytes_sent": 285, "bytes_received": 61310, "request_id": 4, @@ -295,9 +295,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 1.6551440000114326, + "duration_ms": 1.4217359999975088, "success": true, - "started_at_unix": 1788847631.537588, + "started_at_unix": 1788934013.1017628, "bytes_sent": 285, "bytes_received": 61310, "request_id": 5, @@ -325,9 +325,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 1.7288509999957569, + "duration_ms": 1.3706769999828339, "success": true, - "started_at_unix": 1788847631.5404997, + "started_at_unix": 1788934013.1041577, "bytes_sent": 285, "bytes_received": 61310, "request_id": 6, @@ -355,9 +355,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 1.5876880000007532, + "duration_ms": 1.5826059999994868, "success": true, - "started_at_unix": 1788847631.5434945, + "started_at_unix": 1788934013.1065207, "bytes_sent": 285, "bytes_received": 61310, "request_id": 7, @@ -400,11 +400,11 @@ "failure_count": 0, "bytes_sent": 1269, "bytes_received": 22949, - "min_ms": 0.2996679999967, - "max_ms": 0.33628700001031575, - "mean_ms": 0.32078760000331386, - "median_ms": 0.32622700001638805, - "p95_ms": 0.33573180000985303, + "min_ms": 0.22621800002298187, + "max_ms": 0.2622410000014952, + "mean_ms": 0.2418158000011772, + "median_ms": 0.2387149999947269, + "p95_ms": 0.2595878000022367, "result_summary": { "present_count": 5, "empty_count": 0, @@ -464,9 +464,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 0.41105500000071515, + "duration_ms": 0.42560500000377033, "success": true, - "started_at_unix": 1788847631.546462, + "started_at_unix": 1788934013.109117, "bytes_sent": 253, "bytes_received": 4589, "request_id": 8, @@ -494,9 +494,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 0.33628700001031575, + "duration_ms": 0.2622410000014952, "success": true, - "started_at_unix": 1788847631.5469456, + "started_at_unix": 1788934013.109605, "bytes_sent": 253, "bytes_received": 4589, "request_id": 9, @@ -524,9 +524,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 0.2996679999967, + "duration_ms": 0.24897500000520267, "success": true, - "started_at_unix": 1788847631.5473766, + "started_at_unix": 1788934013.1099355, "bytes_sent": 254, "bytes_received": 4590, "request_id": 10, @@ -554,9 +554,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 0.33351100000800216, + "duration_ms": 0.2387149999947269, "success": true, - "started_at_unix": 1788847631.5478134, + "started_at_unix": 1788934013.1102629, "bytes_sent": 254, "bytes_received": 4590, "request_id": 11, @@ -584,9 +584,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 0.3082449999851633, + "duration_ms": 0.22621800002298187, "success": true, - "started_at_unix": 1788847631.548236, + "started_at_unix": 1788934013.110565, "bytes_sent": 254, "bytes_received": 4590, "request_id": 12, @@ -614,9 +614,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 0.32622700001638805, + "duration_ms": 0.23292999998147934, "success": true, - "started_at_unix": 1788847631.5486474, + "started_at_unix": 1788934013.1108592, "bytes_sent": 254, "bytes_received": 4590, "request_id": 13, @@ -659,11 +659,11 @@ "failure_count": 0, "bytes_sent": 1300, "bytes_received": 1235, - "min_ms": 0.2058339999848613, - "max_ms": 0.23257399999465633, - "mean_ms": 0.21793619999925795, - "median_ms": 0.21982000001230517, - "p95_ms": 0.23074839999708274, + "min_ms": 0.15155200000549485, + "max_ms": 0.1727430000073582, + "mean_ms": 0.16037880001249505, + "median_ms": 0.16089800001850563, + "p95_ms": 0.17043580000972725, "result_summary": { "present_count": 5, "empty_count": 0, @@ -723,9 +723,9 @@ { "kind": "request", "method": "textDocument/definition", - "duration_ms": 0.22268500001132452, + "duration_ms": 0.17740999999205087, "success": true, - "started_at_unix": 1788847631.5491257, + "started_at_unix": 1788934013.1112263, "bytes_sent": 260, "bytes_received": 247, "request_id": 14, @@ -753,9 +753,9 @@ { "kind": "request", "method": "textDocument/definition", - "duration_ms": 0.23257399999465633, + "duration_ms": 0.16089800001850563, "success": true, - "started_at_unix": 1788847631.5493855, + "started_at_unix": 1788934013.1114256, "bytes_sent": 260, "bytes_received": 247, "request_id": 15, @@ -783,9 +783,9 @@ { "kind": "request", "method": "textDocument/definition", - "duration_ms": 0.20800699999767858, + "duration_ms": 0.1612070000192034, "success": true, - "started_at_unix": 1788847631.549667, + "started_at_unix": 1788934013.1116126, "bytes_sent": 260, "bytes_received": 247, "request_id": 16, @@ -813,9 +813,9 @@ { "kind": "request", "method": "textDocument/definition", - "duration_ms": 0.21982000001230517, + "duration_ms": 0.1727430000073582, "success": true, - "started_at_unix": 1788847631.549919, + "started_at_unix": 1788934013.1117988, "bytes_sent": 260, "bytes_received": 247, "request_id": 17, @@ -843,9 +843,9 @@ { "kind": "request", "method": "textDocument/definition", - "duration_ms": 0.2058339999848613, + "duration_ms": 0.15549400001191316, "success": true, - "started_at_unix": 1788847631.5501842, + "started_at_unix": 1788934013.1119955, "bytes_sent": 260, "bytes_received": 247, "request_id": 18, @@ -873,9 +873,9 @@ { "kind": "request", "method": "textDocument/definition", - "duration_ms": 0.22344600000678838, + "duration_ms": 0.15155200000549485, "success": true, - 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