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Upgrade DF to 51 - #5189

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AdamGS merged 10 commits into
developfrom
adamg/df-51
Jan 5, 2026
Merged

Upgrade DF to 51#5189
AdamGS merged 10 commits into
developfrom
adamg/df-51

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@codspeed-hq

codspeed-hqBot commented Nov 4, 2025

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CodSpeed Performance Report

Merging #5189 will degrade performance by 47.48%

Comparing adamg/df-51 (bf269fd) with develop (da5d463)

Summary

⚡ 1 improvement
❌ 74 regressions
✅ 1179 untouched
⏩ 623 skipped1

⚠️Please fix the performance issues or acknowledge them on CodSpeed.

Benchmarks breakdown

BenchmarkBASEHEADEfficiency
bench_compare_primitive[(10000, 128)]141.8 µs164.7 µs-13.92%
bench_compare_primitive[(10000, 32)]140.2 µs163.4 µs-14.21%
bench_compare_primitive[(10000, 2)]139.8 µs163 µs-14.23%
compare_int79.3 ms141.3 ms-43.88%
bench_compare_primitive[(10000, 2048)]171.7 µs199.9 µs-14.09%
bench_compare_primitive[(10000, 4)]140.4 µs162.2 µs-13.44%
bench_compare_primitive[(10000, 512)]152.1 µs176.5 µs-13.8%
bench_compare_primitive[(10000, 8)]139.9 µs163.1 µs-14.22%
bench_compare_primitive[(100000, 128)]566.8 µs841.2 µs-32.62%
bench_compare_primitive[(100000, 32)]566.1 µs839.4 µs-32.56%
bench_compare_primitive[(100000, 2)]564.6 µs837.9 µs-32.61%
bench_compare_primitive[(100000, 2048)]639.8 µs918.5 µs-30.35%
bench_compare_primitive[(100000, 4)]566.3 µs838.4 µs-32.45%
bench_compare_primitive[(100000, 512)]620.1 µs893.9 µs-30.64%
bench_compare_primitive[(100000, 8)]565.1 µs838.2 µs-32.59%
bench_compare_sliced_dict_primitive[(10000, 10000)]229.3 µs267.8 µs-14.39%
bench_compare_sliced_dict_primitive[(20000, 10000)]312.2 µs384.7 µs-18.83%
bench_compare_sliced_dict_primitive[(9999, 10000)]121.8 µs160 µs-23.89%
bench_compare_sliced_dict_primitive[(7500, 10000)]116.7 µs149.2 µs-21.8%
bench_compare_varbin[(10000, 128)]154.1 µs177.2 µs-13.06%
...............

ℹ️ Only the first 20 benchmarks are displayed. Go to the app to view all benchmarks.

Footnotes

  1. 623 benchmarks were skipped, so the baseline results were used instead. If they were deleted from the codebase, click here and archive them to remove them from the performance reports.

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Benchmarks: FineWeb NVMe

Summary

  • Overall: 0.943x ➖
  • Vortex: 0.942x ➖
  • duckdb:vortex: 0.918x ➖
  • datafusion:vortex: 0.967x ➖
  • Best: fineweb_q08/duckdb:vortex-file-compressed (0.795x)
  • Worst: fineweb_q08/datafusion:vortex-file-compressed (1.066x)
  • Significant (>10%): 6↑ 0↓
Detailed Results Table
namePR 619bd35base da5d463ratio (PR/base)unitremark
fineweb_q00/datafusion:parquet67947837.08238e+060.959392ns
fineweb_q01/datafusion:parquet3054689583.21701e+080.949542ns
fineweb_q02/datafusion:parquet3004325043.19728e+080.939651ns
fineweb_q03/datafusion:parquet2965679013.17907e+080.932876ns
fineweb_q04/datafusion:parquet3151999093.45011e+080.913594ns
fineweb_q05/datafusion:parquet3107795823.32239e+080.93541ns
fineweb_q06/datafusion:parquet3003819763.24348e+080.926109ns
fineweb_q07/datafusion:parquet2937883493.16555e+080.92808ns
fineweb_q08/datafusion:parquet2945416973.13891e+080.938356ns
fineweb_q00/datafusion:vortex-file-compressed62331556.46252e+060.964508ns
fineweb_q01/datafusion:vortex-file-compressed292431723.13321e+070.933328ns
fineweb_q02/datafusion:vortex-file-compressed298459552.9808e+071.00127ns
fineweb_q03/datafusion:vortex-file-compressed794981818.0076e+070.992784ns
fineweb_q04/datafusion:vortex-file-compressed2063886682.2055e+080.935792ns
fineweb_q05/datafusion:vortex-file-compressed1905298991.92559e+080.989464ns
fineweb_q06/datafusion:vortex-file-compressed710372557.50444e+070.946603ns
fineweb_q07/datafusion:vortex-file-compressed719758427.69752e+070.935052ns
fineweb_q08/datafusion:vortex-file-compressed327471533.07097e+071.06635ns
fineweb_q00/datafusion:vortex-compact52216786.16117e+060.847514ns🚀
fineweb_q01/datafusion:vortex-compact1449132241.51135e+080.95883ns
fineweb_q02/datafusion:vortex-compact1608322391.61526e+080.995704ns
fineweb_q03/datafusion:vortex-compact13638086591.36155e+091.00166ns
fineweb_q04/datafusion:vortex-compact15805640751.61286e+090.979976ns
fineweb_q05/datafusion:vortex-compact12235284191.24322e+090.98416ns
fineweb_q06/datafusion:vortex-compact6103578676.33659e+080.963228ns
fineweb_q07/datafusion:vortex-compact6379211666.58387e+080.968916ns
fineweb_q08/datafusion:vortex-compact275627922.86397e+070.962398ns
fineweb_q00/duckdb:parquet320043573.449e+070.927932ns
fineweb_q01/duckdb:parquet973446751.03044e+080.944689ns
fineweb_q02/duckdb:parquet1052446571.1071e+080.950637ns
fineweb_q03/duckdb:parquet3054941093.25026e+080.939906ns
fineweb_q04/duckdb:parquet4305819754.3995e+080.978706ns
fineweb_q05/duckdb:parquet4046048544.13863e+080.977629ns
fineweb_q06/duckdb:parquet2021979572.08106e+080.971609ns
fineweb_q07/duckdb:parquet2151112032.22752e+080.9657ns
fineweb_q08/duckdb:parquet615482886.78149e+070.907593ns
fineweb_q00/duckdb:vortex-file-compressed44565374.93994e+060.902145ns
fineweb_q01/duckdb:vortex-file-compressed263438652.76097e+070.954152ns
fineweb_q02/duckdb:vortex-file-compressed310864853.24183e+070.958917ns
fineweb_q03/duckdb:vortex-file-compressed1547447941.63393e+080.947071ns
fineweb_q04/duckdb:vortex-file-compressed2015501172.11032e+080.95507ns
fineweb_q05/duckdb:vortex-file-compressed1889701751.90762e+080.990605ns
fineweb_q06/duckdb:vortex-file-compressed541444365.90766e+070.916512ns
fineweb_q07/duckdb:vortex-file-compressed601393026.09054e+070.987421ns
fineweb_q08/duckdb:vortex-file-compressed78005409.81121e+060.795064ns🚀
fineweb_q00/duckdb:vortex-compact58261736.64006e+060.877428ns🚀
fineweb_q01/duckdb:vortex-compact956189121.13015e+080.846076ns🚀
fineweb_q02/duckdb:vortex-compact973130431.07696e+080.903591ns
fineweb_q03/duckdb:vortex-compact8556420569.25097e+080.924922ns
fineweb_q04/duckdb:vortex-compact8906608669.62406e+080.925452ns
fineweb_q05/duckdb:vortex-compact8040142548.53926e+080.94155ns
fineweb_q06/duckdb:vortex-compact4356024574.85327e+080.897545ns🚀
fineweb_q07/duckdb:vortex-compact4604117354.81862e+080.955485ns
fineweb_q08/duckdb:vortex-compact79295959.11308e+060.870133ns🚀

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Benchmarks: FineWeb S3

Summary

  • Overall: 1.005x ➖
  • Vortex: 1.014x ➖
  • duckdb:vortex: 1.000x ➖
  • datafusion:vortex: 1.027x ➖
  • Best: fineweb_q02/duckdb:vortex-compact (0.901x)
  • Worst: fineweb_q02/datafusion:vortex-file-compressed (1.128x)
  • Significant (>30%): 0↑ 0↓
Detailed Results Table
namePR 619bd35base da5d463ratio (PR/base)unitremark
fineweb_q00/datafusion:parquet8502302298.44732e+081.00651ns
fineweb_q01/datafusion:parquet15530735391.58045e+090.982679ns
fineweb_q02/datafusion:parquet15285585181.53428e+090.996271ns
fineweb_q03/datafusion:parquet15429248241.5942e+090.967835ns
fineweb_q04/datafusion:parquet15335277031.62425e+090.944145ns
fineweb_q05/datafusion:parquet15186041971.64174e+090.924995ns
fineweb_q06/datafusion:parquet15380285111.55779e+090.987315ns
fineweb_q07/datafusion:parquet15778405331.55221e+091.01651ns
fineweb_q08/datafusion:parquet15560672211.53062e+091.01663ns
fineweb_q00/datafusion:vortex-file-compressed307849382.96078e+071.03976ns
fineweb_q01/datafusion:vortex-file-compressed4683480974.39544e+081.06553ns
fineweb_q02/datafusion:vortex-file-compressed3733395803.30854e+081.12841ns
fineweb_q03/datafusion:vortex-file-compressed14144540731.38177e+091.02365ns
fineweb_q04/datafusion:vortex-file-compressed13702618301.35995e+091.00758ns
fineweb_q05/datafusion:vortex-file-compressed13671703881.35483e+091.00911ns
fineweb_q06/datafusion:vortex-file-compressed15646945311.56193e+091.00177ns
fineweb_q07/datafusion:vortex-file-compressed14165174641.40728e+091.00657ns
fineweb_q08/datafusion:vortex-file-compressed5771898245.51265e+081.04703ns
fineweb_q00/datafusion:vortex-compact344707803.2232e+071.06946ns
fineweb_q01/datafusion:vortex-compact4459847414.44451e+081.00345ns
fineweb_q02/datafusion:vortex-compact4634568434.53987e+081.02086ns
fineweb_q03/datafusion:vortex-compact17464717931.6874e+091.03501ns
fineweb_q04/datafusion:vortex-compact20005116522.00732e+090.996607ns
fineweb_q05/datafusion:vortex-compact16234701501.61904e+091.00273ns
fineweb_q06/datafusion:vortex-compact12782645021.24134e+091.02975ns
fineweb_q07/datafusion:vortex-compact11043963581.12409e+090.982485ns
fineweb_q08/datafusion:vortex-compact3974431403.85024e+081.03226ns
fineweb_q00/duckdb:parquet9767436329.91207e+080.985408ns
fineweb_q01/duckdb:parquet21736276292.20322e+090.98657ns
fineweb_q02/duckdb:parquet21846408782.16771e+091.00781ns
fineweb_q03/duckdb:parquet70443242587.10837e+090.99099ns
fineweb_q04/duckdb:parquet16731234341.67155e+091.00094ns
fineweb_q05/duckdb:parquet37910987733.78619e+091.0013ns
fineweb_q06/duckdb:parquet49656003364.98253e+090.996602ns
fineweb_q07/duckdb:parquet53928659365.36921e+091.00441ns
fineweb_q08/duckdb:parquet9860838459.93992e+080.992045ns
fineweb_q00/duckdb:vortex-file-compressed820272777.67269e+071.06908ns
fineweb_q01/duckdb:vortex-file-compressed5406441735.08422e+081.06338ns
fineweb_q02/duckdb:vortex-file-compressed5541176015.87133e+080.943769ns
fineweb_q03/duckdb:vortex-file-compressed14366711711.43943e+090.99808ns
fineweb_q04/duckdb:vortex-file-compressed15034781801.55509e+090.966812ns
fineweb_q05/duckdb:vortex-file-compressed15391652371.44501e+091.06516ns
fineweb_q06/duckdb:vortex-file-compressed17055494761.62356e+091.0505ns
fineweb_q07/duckdb:vortex-file-compressed15786086711.44177e+091.09491ns
fineweb_q08/duckdb:vortex-file-compressed6052918966.22975e+080.971615ns
fineweb_q00/duckdb:vortex-compact835491528.08912e+071.03286ns
fineweb_q01/duckdb:vortex-compact5003916275.15261e+080.971142ns
fineweb_q02/duckdb:vortex-compact6256823786.94724e+080.90062ns
fineweb_q03/duckdb:vortex-compact17471923271.7291e+091.01046ns
fineweb_q04/duckdb:vortex-compact17416836981.79278e+090.971501ns
fineweb_q05/duckdb:vortex-compact15866070221.65048e+090.961299ns
fineweb_q06/duckdb:vortex-compact15323858911.56516e+090.979063ns
fineweb_q07/duckdb:vortex-compact14267726211.53115e+090.931833ns
fineweb_q08/duckdb:vortex-compact5191154714.94585e+081.0496ns

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Benchmarks: GitHub Archive (NVMe)

Summary

  • Overall: 0.993x ➖
  • Vortex: 0.991x ➖
  • duckdb:vortex: 1.000x ➖
  • datafusion:vortex: 0.982x ➖
  • Best: gharchive_q02/datafusion:vortex-compact (0.916x)
  • Worst: gharchive_q00/duckdb:vortex-compact (1.059x)
  • Significant (>10%): 0↑ 0↓
Detailed Results Table
namePR fd582cdbase 7541a3bratio (PR/base)unitremark
gharchive_q00/datafusion:parquet32280136003.18848e+091.0124ns
gharchive_q00/datafusion:parquet32280136003.19475e+091.01041ns
gharchive_q01/datafusion:parquet666285256.44436e+071.0339ns
gharchive_q01/datafusion:parquet666285256.55471e+071.0165ns
gharchive_q02/datafusion:parquet459994874.54551e+071.01198ns
gharchive_q02/datafusion:parquet459994874.70777e+070.977097ns
gharchive_q03/datafusion:parquet1127992691.07961e+081.04482ns
gharchive_q03/datafusion:parquet1127992691.08647e+081.03822ns
gharchive_q04/datafusion:parquet812367778.23376e+070.986631ns
gharchive_q04/datafusion:parquet812367778.24253e+070.98558ns
gharchive_q00/datafusion:vortex-file-compressed354823683.6754e+070.965402ns
gharchive_q00/datafusion:vortex-file-compressed354823683.54843e+070.999947ns
gharchive_q01/datafusion:vortex-file-compressed242059392.51489e+070.962505ns
gharchive_q01/datafusion:vortex-file-compressed242059392.52269e+070.95953ns
gharchive_q02/datafusion:vortex-file-compressed264107722.5096e+071.05239ns
gharchive_q02/datafusion:vortex-file-compressed264107722.56401e+071.03006ns
gharchive_q03/datafusion:vortex-file-compressed642224146.3741e+071.00755ns
gharchive_q03/datafusion:vortex-file-compressed642224146.40018e+071.00345ns
gharchive_q04/datafusion:vortex-file-compressed267276242.64754e+071.00952ns
gharchive_q04/datafusion:vortex-file-compressed267276242.8313e+070.944006ns
gharchive_q00/datafusion:vortex-compact475401184.90722e+070.968778ns
gharchive_q00/datafusion:vortex-compact475401184.85654e+070.978889ns
gharchive_q01/datafusion:vortex-compact396341993.96208e+071.00034ns
gharchive_q01/datafusion:vortex-compact396341993.92012e+071.01105ns
gharchive_q02/datafusion:vortex-compact349925243.81813e+070.916484ns
gharchive_q02/datafusion:vortex-compact349925243.63049e+070.963852ns
gharchive_q03/datafusion:vortex-compact771854067.67403e+071.0058ns
gharchive_q03/datafusion:vortex-compact771854068.05838e+070.957827ns
gharchive_q04/datafusion:vortex-compact467902024.88483e+070.957867ns
gharchive_q04/datafusion:vortex-compact467902024.88077e+070.958665ns
gharchive_q00/duckdb:parquet5134850735.39155e+080.952388ns
gharchive_q00/duckdb:parquet5134850735.36613e+080.956901ns
gharchive_q01/duckdb:parquet1147828701.1625e+080.987383ns
gharchive_q01/duckdb:parquet1147828701.1458e+081.00177ns
gharchive_q02/duckdb:parquet902091149.1389e+070.987089ns
gharchive_q02/duckdb:parquet902091149.09266e+070.992109ns
gharchive_q03/duckdb:parquet1636692041.64132e+080.99718ns
gharchive_q03/duckdb:parquet1636692041.61e+081.01658ns
gharchive_q04/duckdb:parquet1312145481.35931e+080.965303ns
gharchive_q04/duckdb:parquet1312145481.30677e+081.00411ns
gharchive_q00/duckdb:vortex-file-compressed540074525.50513e+070.981039ns
gharchive_q00/duckdb:vortex-file-compressed540074525.31356e+071.01641ns
gharchive_q01/duckdb:vortex-file-compressed346316103.56617e+070.971114ns
gharchive_q01/duckdb:vortex-file-compressed346316103.54243e+070.977622ns
gharchive_q02/duckdb:vortex-file-compressed325749933.41903e+070.952756ns
gharchive_q02/duckdb:vortex-file-compressed325749933.31067e+070.983941ns
gharchive_q03/duckdb:vortex-file-compressed1292481121.28625e+081.00484ns
gharchive_q03/duckdb:vortex-file-compressed1292481121.29521e+080.997897ns
gharchive_q04/duckdb:vortex-file-compressed340659813.38076e+071.00764ns
gharchive_q04/duckdb:vortex-file-compressed340659813.28754e+071.03621ns
gharchive_q00/duckdb:vortex-compact722868176.82794e+071.05869ns
gharchive_q00/duckdb:vortex-compact722868177.18049e+071.00671ns
gharchive_q01/duckdb:vortex-compact488208144.79269e+071.01865ns
gharchive_q01/duckdb:vortex-compact488208144.86815e+071.00286ns
gharchive_q02/duckdb:vortex-compact408989864.08568e+071.00103ns
gharchive_q02/duckdb:vortex-compact408989864.13393e+070.989349ns
gharchive_q03/duckdb:vortex-compact1504275761.5104e+080.995943ns
gharchive_q03/duckdb:vortex-compact1504275761.50946e+080.996564ns
gharchive_q04/duckdb:vortex-compact509152335.08555e+071.00117ns
gharchive_q04/duckdb:vortex-compact509152335.10964e+070.996454ns

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Benchmarks: GitHub Archive (S3)

Summary

  • Overall: 1.005x ➖
  • Vortex: 1.000x ➖
  • duckdb:vortex: 1.002x ➖
  • datafusion:vortex: 0.998x ➖
  • Best: gharchive_q02/datafusion:vortex-compact (0.946x)
  • Worst: gharchive_q00/duckdb:vortex-file-compressed (1.086x)
  • Significant (>30%): 0↑ 0↓
Detailed Results Table
namePR fd582cdbase 7541a3bratio (PR/base)unitremark
gharchive_q00/datafusion:parquet32898651633.18848e+091.0318ns
gharchive_q00/datafusion:parquet32898651633.19475e+091.02977ns
gharchive_q01/datafusion:parquet678853836.44436e+071.05341ns
gharchive_q01/datafusion:parquet678853836.55471e+071.03567ns
gharchive_q02/datafusion:parquet465963594.54551e+071.02511ns
gharchive_q02/datafusion:parquet465963594.70777e+070.989775ns
gharchive_q03/datafusion:parquet1107110001.07961e+081.02548ns
gharchive_q03/datafusion:parquet1107110001.08647e+081.019ns
gharchive_q04/datafusion:parquet845880518.23376e+071.02733ns
gharchive_q04/datafusion:parquet845880518.24253e+071.02624ns
gharchive_q00/datafusion:vortex-file-compressed355970903.6754e+070.968523ns
gharchive_q00/datafusion:vortex-file-compressed355970903.54843e+071.00318ns
gharchive_q01/datafusion:vortex-file-compressed258803662.51489e+071.02909ns
gharchive_q01/datafusion:vortex-file-compressed258803662.52269e+071.0259ns
gharchive_q02/datafusion:vortex-file-compressed252502072.5096e+071.00614ns
gharchive_q02/datafusion:vortex-file-compressed252502072.56401e+070.984793ns
gharchive_q03/datafusion:vortex-file-compressed640388296.3741e+071.00467ns
gharchive_q03/datafusion:vortex-file-compressed640388296.40018e+071.00058ns
gharchive_q04/datafusion:vortex-file-compressed276619662.64754e+071.04482ns
gharchive_q04/datafusion:vortex-file-compressed276619662.8313e+070.977007ns
gharchive_q00/datafusion:vortex-compact499237074.90722e+071.01735ns
gharchive_q00/datafusion:vortex-compact499237074.85654e+071.02797ns
gharchive_q01/datafusion:vortex-compact391124423.96208e+070.98717ns
gharchive_q01/datafusion:vortex-compact391124423.92012e+070.997736ns
gharchive_q02/datafusion:vortex-compact361175993.81813e+070.94595ns
gharchive_q02/datafusion:vortex-compact361175993.63049e+070.994842ns
gharchive_q03/datafusion:vortex-compact800585647.67403e+071.04324ns
gharchive_q03/datafusion:vortex-compact800585648.05838e+070.993481ns
gharchive_q04/datafusion:vortex-compact467342224.88483e+070.956721ns
gharchive_q04/datafusion:vortex-compact467342224.88077e+070.957518ns
gharchive_q00/duckdb:parquet5367233295.39155e+080.99549ns
gharchive_q00/duckdb:parquet5367233295.36613e+081.00021ns
gharchive_q01/duckdb:parquet1151021321.1625e+080.990129ns
gharchive_q01/duckdb:parquet1151021321.1458e+081.00456ns
gharchive_q02/duckdb:parquet901777269.1389e+070.986746ns
gharchive_q02/duckdb:parquet901777269.09266e+070.991764ns
gharchive_q03/duckdb:parquet1626061221.64132e+080.990703ns
gharchive_q03/duckdb:parquet1626061221.61e+081.00998ns
gharchive_q04/duckdb:parquet1361511021.35931e+081.00162ns
gharchive_q04/duckdb:parquet1361511021.30677e+081.04189ns
gharchive_q00/duckdb:vortex-file-compressed577236225.50513e+071.04854ns
gharchive_q00/duckdb:vortex-file-compressed577236225.31356e+071.08635ns
gharchive_q01/duckdb:vortex-file-compressed345259963.56617e+070.968153ns
gharchive_q01/duckdb:vortex-file-compressed345259963.54243e+070.97464ns
gharchive_q02/duckdb:vortex-file-compressed325821353.41903e+070.952965ns
gharchive_q02/duckdb:vortex-file-compressed325821353.31067e+070.984157ns
gharchive_q03/duckdb:vortex-file-compressed1291508051.28625e+081.00409ns
gharchive_q03/duckdb:vortex-file-compressed1291508051.29521e+080.997145ns
gharchive_q04/duckdb:vortex-file-compressed336375363.38076e+070.99497ns
gharchive_q04/duckdb:vortex-file-compressed336375363.28754e+071.02318ns
gharchive_q00/duckdb:vortex-compact694663016.82794e+071.01738ns
gharchive_q00/duckdb:vortex-compact694663017.18049e+070.967432ns
gharchive_q01/duckdb:vortex-compact484012674.79269e+071.0099ns
gharchive_q01/duckdb:vortex-compact484012674.86815e+070.994244ns
gharchive_q02/duckdb:vortex-compact413463644.08568e+071.01198ns
gharchive_q02/duckdb:vortex-compact413463644.13393e+071.00017ns
gharchive_q03/duckdb:vortex-compact1509022261.5104e+080.999085ns
gharchive_q03/duckdb:vortex-compact1509022261.50946e+080.999708ns
gharchive_q04/duckdb:vortex-compact515654855.08555e+071.01396ns
gharchive_q04/duckdb:vortex-compact515654855.10964e+071.00918ns

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Benchmarks: Clickbench on NVME

Summary

  • Overall: 0.997x ➖
  • Vortex: 1.000x ➖
  • duckdb:vortex: 0.996x ➖
  • datafusion:vortex: 1.004x ➖
  • Best: clickbench_q19/datafusion:vortex-file-compressed (0.625x)
  • Worst: clickbench_q26/duckdb:vortex-file-compressed (1.193x)
  • Significant (>10%): 13↑ 6↓
Detailed Results Table
namePR 619bd35base da5d463ratio (PR/base)unitremark
clickbench_q00/datafusion:parquet32369723.21199e+061.00778ns
clickbench_q00/datafusion:parquet32369723.35894e+060.96369ns
clickbench_q00/datafusion:parquet32369723.29997e+060.98091ns
clickbench_q00/datafusion:parquet32369723.59634e+060.900074ns
clickbench_q01/datafusion:parquet246671293.00268e+070.821504ns🚀
clickbench_q01/datafusion:parquet246671293.06766e+070.804102ns🚀
clickbench_q01/datafusion:parquet246671293.11701e+070.791371ns🚀
clickbench_q01/datafusion:parquet246671293.33956e+070.738635ns🚀
clickbench_q02/datafusion:parquet577228836.26052e+070.922015ns
clickbench_q02/datafusion:parquet577228836.19868e+070.931212ns
clickbench_q02/datafusion:parquet577228836.65425e+070.867459ns🚀
clickbench_q02/datafusion:parquet577228836.4648e+070.89288ns🚀
clickbench_q03/datafusion:parquet531467595.40283e+070.983684ns
clickbench_q03/datafusion:parquet531467595.79544e+070.917044ns
clickbench_q03/datafusion:parquet531467595.85081e+070.908365ns
clickbench_q03/datafusion:parquet531467595.71104e+070.930596ns
clickbench_q04/datafusion:parquet3559090673.74976e+080.949151ns
clickbench_q04/datafusion:parquet3559090673.63467e+080.979205ns
clickbench_q04/datafusion:parquet3559090673.68757e+080.96516ns
clickbench_q04/datafusion:parquet3559090673.65732e+080.973143ns
clickbench_q05/datafusion:parquet3724352443.73945e+080.995963ns
clickbench_q05/datafusion:parquet3724352443.69637e+081.00757ns
clickbench_q05/datafusion:parquet3724352443.69449e+081.00808ns
clickbench_q05/datafusion:parquet3724352443.73882e+080.99613ns
clickbench_q06/datafusion:parquet32861603.44063e+060.955105ns
clickbench_q06/datafusion:parquet32861603.3751e+060.973647ns
clickbench_q06/datafusion:parquet32861603.41231e+060.963031ns
clickbench_q06/datafusion:parquet32861603.42802e+060.958618ns
clickbench_q07/datafusion:parquet318078453.51538e+070.904819ns
clickbench_q07/datafusion:parquet318078453.633e+070.875525ns🚀
clickbench_q07/datafusion:parquet318078453.70468e+070.858586ns🚀
clickbench_q07/datafusion:parquet318078453.64292e+070.873142ns🚀
clickbench_q08/datafusion:parquet4551832014.45579e+081.02155ns
clickbench_q08/datafusion:parquet4551832014.48081e+081.01585ns
clickbench_q08/datafusion:parquet4551832014.46159e+081.02023ns
clickbench_q08/datafusion:parquet4551832014.43249e+081.02692ns
clickbench_q09/datafusion:parquet6690266846.67731e+081.00194ns
clickbench_q09/datafusion:parquet6690266846.70406e+080.997942ns
clickbench_q09/datafusion:parquet6690266846.70181e+080.998277ns
clickbench_q09/datafusion:parquet6690266846.70874e+080.997246ns
clickbench_q10/datafusion:parquet1254300971.34136e+080.935099ns
clickbench_q10/datafusion:parquet1254300971.33091e+080.942438ns
clickbench_q10/datafusion:parquet1254300971.33504e+080.939521ns
clickbench_q10/datafusion:parquet1254300971.34042e+080.935754ns
clickbench_q11/datafusion:parquet1543962161.57846e+080.978147ns
clickbench_q11/datafusion:parquet1543962161.61724e+080.954692ns
clickbench_q11/datafusion:parquet1543962161.59475e+080.968154ns
clickbench_q11/datafusion:parquet1543962161.58544e+080.973837ns
clickbench_q12/datafusion:parquet3682904833.82813e+080.962065ns
clickbench_q12/datafusion:parquet3682904833.81946e+080.964248ns
clickbench_q12/datafusion:parquet3682904833.81142e+080.966283ns
clickbench_q12/datafusion:parquet3682904833.78471e+080.973101ns
clickbench_q13/datafusion:parquet5185776045.30066e+080.978326ns
clickbench_q13/datafusion:parquet5185776045.41697e+080.95732ns
clickbench_q13/datafusion:parquet5185776045.42173e+080.956479ns
clickbench_q13/datafusion:parquet5185776045.42148e+080.956523ns
clickbench_q14/datafusion:parquet3623632923.72251e+080.973438ns
clickbench_q14/datafusion:parquet3623632923.76078e+080.963533ns
clickbench_q14/datafusion:parquet3623632923.69262e+080.981317ns
clickbench_q14/datafusion:parquet3623632923.74207e+080.968349ns
clickbench_q15/datafusion:parquet4087014154.19863e+080.973415ns
clickbench_q15/datafusion:parquet4087014154.11904e+080.992224ns
clickbench_q15/datafusion:parquet4087014154.16131e+080.982146ns
clickbench_q15/datafusion:parquet4087014154.10777e+080.994948ns
clickbench_q16/datafusion:parquet7704888588.15592e+080.944699ns
clickbench_q16/datafusion:parquet7704888587.67504e+081.00389ns
clickbench_q16/datafusion:parquet7704888587.83722e+080.983115ns
clickbench_q16/datafusion:parquet7704888587.70652e+080.999789ns
clickbench_q17/datafusion:parquet7651059147.99205e+080.957334ns
clickbench_q17/datafusion:parquet7651059147.55635e+081.01253ns
clickbench_q17/datafusion:parquet7651059147.71154e+080.992158ns
clickbench_q17/datafusion:parquet7651059147.60417e+081.00617ns
clickbench_q18/datafusion:parquet15639853891.44404e+091.08306ns
clickbench_q18/datafusion:parquet15639853891.45713e+091.07333ns
clickbench_q18/datafusion:parquet15639853891.48155e+091.05564ns
clickbench_q18/datafusion:parquet15639853891.46851e+091.06501ns
clickbench_q19/datafusion:parquet417678404.40551e+070.948082ns
clickbench_q19/datafusion:parquet417678404.39874e+070.949541ns
clickbench_q19/datafusion:parquet417678404.52366e+070.923319ns
clickbench_q19/datafusion:parquet417678404.88798e+070.854502ns🚀
clickbench_q20/datafusion:parquet6306035066.35571e+080.992184ns
clickbench_q20/datafusion:parquet6306035066.29858e+081.00118ns
clickbench_q20/datafusion:parquet6306035066.37858e+080.988627ns
clickbench_q20/datafusion:parquet6306035066.35006e+080.993067ns
clickbench_q21/datafusion:parquet7135663437.1453e+080.998651ns
clickbench_q21/datafusion:parquet7135663437.16462e+080.995958ns
clickbench_q21/datafusion:parquet7135663437.09113e+081.00628ns
clickbench_q21/datafusion:parquet7135663437.17525e+080.994484ns
clickbench_q22/datafusion:parquet10569954721.05864e+090.998451ns
clickbench_q22/datafusion:parquet10569954721.06433e+090.993107ns
clickbench_q22/datafusion:parquet10569954721.05525e+091.00165ns
clickbench_q22/datafusion:parquet10569954721.06695e+090.990673ns
clickbench_q23/datafusion:parquet43062354474.17961e+091.0303ns
clickbench_q23/datafusion:parquet43062354474.23499e+091.01682ns
clickbench_q23/datafusion:parquet43062354474.22438e+091.01938ns
clickbench_q23/datafusion:parquet43062354474.23654e+091.01645ns
clickbench_q24/datafusion:parquet1023048401.14959e+080.889924ns🚀
clickbench_q24/datafusion:parquet1023048401.13087e+080.904658ns
clickbench_q24/datafusion:parquet1023048401.12367e+080.910451ns
clickbench_q24/datafusion:parquet1023048401.11619e+080.916551ns
clickbench_q25/datafusion:parquet1451450231.56221e+080.929103ns
clickbench_q25/datafusion:parquet1451450231.56108e+080.929771ns
clickbench_q25/datafusion:parquet1451450231.59324e+080.911003ns
clickbench_q25/datafusion:parquet1451450231.61766e+080.897251ns🚀
clickbench_q26/datafusion:parquet1117400511.11164e+081.00518ns
clickbench_q26/datafusion:parquet1117400511.14412e+080.976647ns
clickbench_q26/datafusion:parquet1117400511.11472e+081.00241ns
clickbench_q26/datafusion:parquet1117400511.15249e+080.969554ns
clickbench_q27/datafusion:parquet10632508971.04755e+091.01498ns
clickbench_q27/datafusion:parquet10632508971.03968e+091.02267ns
clickbench_q27/datafusion:parquet10632508971.04096e+091.02141ns
clickbench_q27/datafusion:parquet10632508971.05643e+091.00645ns
clickbench_q28/datafusion:parquet58061812655.84334e+090.993641ns
clickbench_q28/datafusion:parquet58061812655.86733e+090.989578ns
clickbench_q28/datafusion:parquet58061812655.79157e+091.00252ns
clickbench_q28/datafusion:parquet58061812655.84147e+090.993959ns
clickbench_q29/datafusion:parquet2424819912.38555e+081.01646ns
clickbench_q29/datafusion:parquet2424819912.50909e+080.966414ns
clickbench_q29/datafusion:parquet2424819912.60918e+080.929341ns
clickbench_q29/datafusion:parquet2424819912.54311e+080.953486ns
clickbench_q30/datafusion:parquet3655443823.69146e+080.990242ns
clickbench_q30/datafusion:parquet3655443823.69509e+080.989271ns
clickbench_q30/datafusion:parquet3655443823.6608e+080.998537ns
clickbench_q30/datafusion:parquet3655443823.69075e+080.990433ns
clickbench_q31/datafusion:parquet4224306644.10843e+081.02821ns
clickbench_q31/datafusion:parquet4224306644.13716e+081.02106ns
clickbench_q31/datafusion:parquet4224306644.0961e+081.0313ns
clickbench_q31/datafusion:parquet4224306644.08452e+081.03422ns
clickbench_q32/datafusion:parquet13153098691.26328e+091.04119ns
clickbench_q32/datafusion:parquet13153098691.264e+091.0406ns
clickbench_q32/datafusion:parquet13153098691.37712e+090.955117ns
clickbench_q32/datafusion:parquet13153098691.3803e+090.952917ns
clickbench_q33/datafusion:parquet16146028091.58392e+091.01937ns
clickbench_q33/datafusion:parquet16146028091.5851e+091.01861ns
clickbench_q33/datafusion:parquet16146028091.60039e+091.00888ns
clickbench_q33/datafusion:parquet16146028091.60971e+091.00304ns
clickbench_q34/datafusion:parquet16193840071.58417e+091.02223ns
clickbench_q34/datafusion:parquet16193840071.57316e+091.02938ns
clickbench_q34/datafusion:parquet16193840071.5992e+091.01262ns
clickbench_q34/datafusion:parquet16193840071.60312e+091.01015ns
clickbench_q35/datafusion:parquet6023530895.9592e+081.01079ns
clickbench_q35/datafusion:parquet6023530895.94821e+081.01266ns
clickbench_q35/datafusion:parquet6023530895.99387e+081.00495ns
clickbench_q35/datafusion:parquet6023530896.01224e+081.00188ns
clickbench_q36/datafusion:parquet1524095631.65915e+080.918602ns
clickbench_q36/datafusion:parquet1524095631.59827e+080.953593ns
clickbench_q36/datafusion:parquet1524095631.61138e+080.945831ns
clickbench_q36/datafusion:parquet1524095631.69661e+080.898316ns🚀
clickbench_q37/datafusion:parquet642681806.40768e+071.00299ns
clickbench_q37/datafusion:parquet642681806.48474e+070.991067ns
clickbench_q37/datafusion:parquet642681806.64064e+070.967801ns
clickbench_q37/datafusion:parquet642681806.86831e+070.935721ns
clickbench_q38/datafusion:parquet1046907379.77268e+071.07126ns
clickbench_q38/datafusion:parquet1046907379.60543e+071.08991ns
clickbench_q38/datafusion:parquet1046907379.63797e+071.08623ns
clickbench_q38/datafusion:parquet1046907379.59445e+071.09116ns
clickbench_q39/datafusion:parquet2997789013.12935e+080.957959ns
clickbench_q39/datafusion:parquet2997789013.01885e+080.993023ns
clickbench_q39/datafusion:parquet2997789013.04148e+080.985636ns
clickbench_q39/datafusion:parquet2997789013.11902e+080.961132ns
clickbench_q40/datafusion:parquet416685734.20655e+070.990564ns
clickbench_q40/datafusion:parquet416685734.13198e+071.00844ns
clickbench_q40/datafusion:parquet416685734.05276e+071.02815ns
clickbench_q40/datafusion:parquet416685734.18845e+070.994845ns
clickbench_q41/datafusion:parquet366238993.6456e+071.0046ns
clickbench_q41/datafusion:parquet366238993.79433e+070.965226ns
clickbench_q41/datafusion:parquet366238993.69033e+070.992428ns
clickbench_q41/datafusion:parquet366238993.6613e+071.0003ns
clickbench_q42/datafusion:parquet380441763.93308e+070.967288ns
clickbench_q42/datafusion:parquet380441763.92858e+070.968394ns
clickbench_q42/datafusion:parquet380441763.94247e+070.964983ns
clickbench_q42/datafusion:parquet380441763.95082e+070.962944ns
clickbench_q00/datafusion:vortex-file-compressed34287133.62274e+060.946443ns
clickbench_q00/datafusion:vortex-file-compressed34287133.30589e+061.03715ns
clickbench_q00/datafusion:vortex-file-compressed34287133.50973e+060.976917ns
clickbench_q00/datafusion:vortex-file-compressed34287133.44889e+060.99415ns
clickbench_q01/datafusion:vortex-file-compressed148091221.42722e+071.03762ns
clickbench_q01/datafusion:vortex-file-compressed148091221.533e+070.966022ns
clickbench_q01/datafusion:vortex-file-compressed148091221.4891e+070.9945ns
clickbench_q01/datafusion:vortex-file-compressed148091221.58732e+070.932962ns
clickbench_q02/datafusion:vortex-file-compressed330818393.25122e+071.01752ns
clickbench_q02/datafusion:vortex-file-compressed330818393.42665e+070.965429ns
clickbench_q02/datafusion:vortex-file-compressed330818393.4127e+070.969373ns
clickbench_q02/datafusion:vortex-file-compressed330818393.27136e+071.01126ns
clickbench_q03/datafusion:vortex-file-compressed357697523.73782e+070.956969ns
clickbench_q03/datafusion:vortex-file-compressed357697523.62807e+070.985918ns
clickbench_q03/datafusion:vortex-file-compressed357697523.57208e+071.00137ns
clickbench_q03/datafusion:vortex-file-compressed357697523.61832e+070.988573ns
clickbench_q04/datafusion:vortex-file-compressed3271319503.15842e+081.03575ns
clickbench_q04/datafusion:vortex-file-compressed3271319503.16588e+081.03331ns
clickbench_q04/datafusion:vortex-file-compressed3271319503.18963e+081.02561ns
clickbench_q04/datafusion:vortex-file-compressed3271319503.20961e+081.01923ns
clickbench_q05/datafusion:vortex-file-compressed3371477033.27601e+081.02914ns
clickbench_q05/datafusion:vortex-file-compressed3371477033.43982e+080.980132ns
clickbench_q05/datafusion:vortex-file-compressed3371477033.42158e+080.985358ns
clickbench_q05/datafusion:vortex-file-compressed3371477033.38499e+080.996009ns
clickbench_q06/datafusion:vortex-file-compressed35727993.40034e+061.05072ns
clickbench_q06/datafusion:vortex-file-compressed35727993.35184e+061.06592ns
clickbench_q06/datafusion:vortex-file-compressed35727993.41042e+061.04761ns
clickbench_q06/datafusion:vortex-file-compressed35727993.68753e+060.968886ns
clickbench_q07/datafusion:vortex-file-compressed214019692.10137e+071.01848ns
clickbench_q07/datafusion:vortex-file-compressed214019691.98444e+071.07849ns
clickbench_q07/datafusion:vortex-file-compressed214019691.94969e+071.09771ns
clickbench_q07/datafusion:vortex-file-compressed214019691.99933e+071.07046ns
clickbench_q08/datafusion:vortex-file-compressed3954358133.88896e+081.01682ns
clickbench_q08/datafusion:vortex-file-compressed3954358133.9099e+081.01137ns
clickbench_q08/datafusion:vortex-file-compressed3954358133.88642e+081.01748ns
clickbench_q08/datafusion:vortex-file-compressed3954358133.9717e+080.995635ns
clickbench_q09/datafusion:vortex-file-compressed5585411445.717e+080.976984ns
clickbench_q09/datafusion:vortex-file-compressed5585411445.73429e+080.974037ns
clickbench_q09/datafusion:vortex-file-compressed5585411445.79843e+080.963262ns
clickbench_q09/datafusion:vortex-file-compressed5585411445.74359e+080.97246ns
clickbench_q10/datafusion:vortex-file-compressed761856307.57883e+071.00524ns
clickbench_q10/datafusion:vortex-file-compressed761856307.76225e+070.981489ns
clickbench_q10/datafusion:vortex-file-compressed761856307.61656e+071.00026ns
clickbench_q10/datafusion:vortex-file-compressed761856307.6409e+070.997077ns
clickbench_q11/datafusion:vortex-file-compressed890752798.76804e+071.01591ns
clickbench_q11/datafusion:vortex-file-compressed890752798.90208e+071.00061ns
clickbench_q11/datafusion:vortex-file-compressed890752798.80522e+071.01162ns
clickbench_q11/datafusion:vortex-file-compressed890752799.04894e+070.984372ns
clickbench_q12/datafusion:vortex-file-compressed2860569632.77896e+081.02937ns
clickbench_q12/datafusion:vortex-file-compressed2860569632.7581e+081.03715ns
clickbench_q12/datafusion:vortex-file-compressed2860569632.78478e+081.02722ns
clickbench_q12/datafusion:vortex-file-compressed2860569632.83106e+081.01042ns
clickbench_q13/datafusion:vortex-file-compressed4248788064.28719e+080.991043ns
clickbench_q13/datafusion:vortex-file-compressed4248788064.2915e+080.990047ns
clickbench_q13/datafusion:vortex-file-compressed4248788064.26625e+080.995907ns
clickbench_q13/datafusion:vortex-file-compressed4248788064.36629e+080.97309ns
clickbench_q14/datafusion:vortex-file-compressed2558502172.56702e+080.996681ns
clickbench_q14/datafusion:vortex-file-compressed2558502172.5739e+080.994019ns
clickbench_q14/datafusion:vortex-file-compressed2558502172.53129e+081.01075ns
clickbench_q14/datafusion:vortex-file-compressed2558502172.58246e+080.990725ns
clickbench_q15/datafusion:vortex-file-compressed3839586583.74049e+081.02649ns
clickbench_q15/datafusion:vortex-file-compressed3839586583.71698e+081.03298ns
clickbench_q15/datafusion:vortex-file-compressed3839586583.70827e+081.03541ns
clickbench_q15/datafusion:vortex-file-compressed3839586583.76288e+081.02038ns
clickbench_q16/datafusion:vortex-file-compressed7602973517.45802e+081.01944ns
clickbench_q16/datafusion:vortex-file-compressed7602973517.47027e+081.01776ns
clickbench_q16/datafusion:vortex-file-compressed7602973517.4254e+081.02391ns
clickbench_q16/datafusion:vortex-file-compressed7602973517.58349e+081.00257ns
clickbench_q17/datafusion:vortex-file-compressed7471662327.35733e+081.01554ns
clickbench_q17/datafusion:vortex-file-compressed7471662327.37916e+081.01254ns
clickbench_q17/datafusion:vortex-file-compressed7471662327.44409e+081.0037ns
clickbench_q17/datafusion:vortex-file-compressed7471662327.4933e+080.997112ns
clickbench_q18/datafusion:vortex-file-compressed14176588271.41473e+091.00207ns
clickbench_q18/datafusion:vortex-file-compressed14176588271.37518e+091.03089ns
clickbench_q18/datafusion:vortex-file-compressed14176588271.37297e+091.03255ns
clickbench_q18/datafusion:vortex-file-compressed14176588271.42952e+090.991704ns
clickbench_q19/datafusion:vortex-file-compressed226646502.3806e+070.952056ns
clickbench_q19/datafusion:vortex-file-compressed226646502.53819e+070.892945ns🚀
clickbench_q19/datafusion:vortex-file-compressed226646502.41368e+070.939007ns
clickbench_q19/datafusion:vortex-file-compressed226646503.62854e+070.624622ns🚀
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clickbench_q01/datafusion:vortex-compact307829784.47932e+070.687224ns🚀
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clickbench_q23/datafusion:vortex-compact21757254041.94769e+091.11708ns🚨
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clickbench_q32/datafusion:vortex-compact13428664701.53458e+090.875068ns🚀
clickbench_q32/datafusion:vortex-compact13428664701.52928e+090.878104ns🚀
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clickbench_q39/datafusion:vortex-compact1660555091.87124e+080.88741ns🚀
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clickbench_q24/duckdb:vortex-file-compressed553857486.24113e+070.887431ns🚀
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clickbench_q02/duckdb:duckdb458631554.64906e+070.986503ns
clickbench_q02/duckdb:duckdb458631554.56405e+071.00488ns
clickbench_q03/duckdb:duckdb478267134.78168e+071.00021ns
clickbench_q03/duckdb:duckdb478267134.78202e+071.00014ns
clickbench_q03/duckdb:duckdb478267134.79092e+070.998278ns
clickbench_q03/duckdb:duckdb478267134.82258e+070.991724ns
clickbench_q04/duckdb:duckdb1989272411.98871e+081.00028ns
clickbench_q04/duckdb:duckdb1989272411.98931e+080.999979ns
clickbench_q04/duckdb:duckdb1989272411.98239e+081.00347ns
clickbench_q04/duckdb:duckdb1989272411.99008e+080.999593ns
clickbench_q05/duckdb:duckdb3149049333.08082e+081.02215ns
clickbench_q05/duckdb:duckdb3149049333.18229e+080.989553ns
clickbench_q05/duckdb:duckdb3149049333.14783e+081.00039ns
clickbench_q05/duckdb:duckdb3149049333.15708e+080.997457ns
clickbench_q06/duckdb:duckdb362644893.642e+070.99573ns
clickbench_q06/duckdb:duckdb362644893.6545e+070.992325ns
clickbench_q06/duckdb:duckdb362644893.63649e+070.997238ns
clickbench_q06/duckdb:duckdb362644893.63611e+070.997343ns
clickbench_q07/duckdb:duckdb385023393.85977e+070.997531ns
clickbench_q07/duckdb:duckdb385023393.90918e+070.984922ns
clickbench_q07/duckdb:duckdb385023393.87187e+070.994412ns
clickbench_q07/duckdb:duckdb385023393.85018e+071.00001ns
clickbench_q08/duckdb:duckdb2475603832.4842e+080.996541ns
clickbench_q08/duckdb:duckdb2475603832.46629e+081.00378ns
clickbench_q08/duckdb:duckdb2475603832.62898e+080.941658ns
clickbench_q08/duckdb:duckdb2475603832.48136e+080.997681ns
clickbench_q09/duckdb:duckdb3619264493.60337e+081.00441ns
clickbench_q09/duckdb:duckdb3619264493.61398e+081.00146ns
clickbench_q09/duckdb:duckdb3619264493.61975e+080.999865ns
clickbench_q09/duckdb:duckdb3619264493.61974e+080.999869ns
clickbench_q10/duckdb:duckdb1096036621.10139e+080.995143ns
clickbench_q10/duckdb:duckdb1096036621.09078e+081.00482ns
clickbench_q10/duckdb:duckdb1096036621.0938e+081.00204ns
clickbench_q10/duckdb:duckdb1096036621.07709e+081.01759ns
clickbench_q11/duckdb:duckdb1205987071.19036e+081.01313ns
clickbench_q11/duckdb:duckdb1205987071.19425e+081.00983ns
clickbench_q11/duckdb:duckdb1205987071.18622e+081.01666ns
clickbench_q11/duckdb:duckdb1205987071.17923e+081.02269ns
clickbench_q12/duckdb:duckdb2647607292.63413e+081.00512ns
clickbench_q12/duckdb:duckdb2647607292.64404e+081.00135ns
clickbench_q12/duckdb:duckdb2647607292.64456e+081.00115ns
clickbench_q12/duckdb:duckdb2647607292.62419e+081.00892ns
clickbench_q13/duckdb:duckdb4407920764.40505e+081.00065ns
clickbench_q13/duckdb:duckdb4407920764.43602e+080.993666ns
clickbench_q13/duckdb:duckdb4407920764.45075e+080.990376ns
clickbench_q13/duckdb:duckdb4407920764.42704e+080.995681ns
clickbench_q14/duckdb:duckdb2891936522.85985e+081.01122ns
clickbench_q14/duckdb:duckdb2891936522.87182e+081.007ns
clickbench_q14/duckdb:duckdb2891936522.88606e+081.00203ns
clickbench_q14/duckdb:duckdb2891936522.85487e+081.01298ns
clickbench_q15/duckdb:duckdb2181708372.1726e+081.00419ns
clickbench_q15/duckdb:duckdb2181708372.18106e+081.0003ns
clickbench_q15/duckdb:duckdb2181708372.17411e+081.0035ns
clickbench_q15/duckdb:duckdb2181708372.18537e+080.998322ns
clickbench_q16/duckdb:duckdb5434451505.38695e+081.00882ns
clickbench_q16/duckdb:duckdb5434451505.38871e+081.00849ns
clickbench_q16/duckdb:duckdb5434451505.39394e+081.00751ns
clickbench_q16/duckdb:duckdb5434451505.39191e+081.00789ns
clickbench_q17/duckdb:duckdb4552080354.59259e+080.991179ns
clickbench_q17/duckdb:duckdb4552080354.60255e+080.989034ns
clickbench_q17/duckdb:duckdb4552080354.54501e+081.00156ns
clickbench_q17/duckdb:duckdb4552080354.55298e+080.999802ns
clickbench_q18/duckdb:duckdb9430352989.40433e+081.00277ns
clickbench_q18/duckdb:duckdb9430352989.43267e+080.999754ns
clickbench_q18/duckdb:duckdb9430352989.39738e+081.00351ns
clickbench_q18/duckdb:duckdb9430352989.37235e+081.00619ns
clickbench_q19/duckdb:duckdb371513923.66871e+071.01266ns
clickbench_q19/duckdb:duckdb371513923.71746e+070.999374ns
clickbench_q19/duckdb:duckdb371513923.68198e+071.00901ns
clickbench_q19/duckdb:duckdb371513923.69949e+071.00423ns
clickbench_q20/duckdb:duckdb4543210524.51461e+081.00633ns
clickbench_q20/duckdb:duckdb4543210524.50662e+081.00812ns
clickbench_q20/duckdb:duckdb4543210524.45206e+081.02047ns
clickbench_q20/duckdb:duckdb4543210524.42274e+081.02724ns
clickbench_q21/duckdb:duckdb4773111174.7217e+081.01089ns
clickbench_q21/duckdb:duckdb4773111174.7387e+081.00726ns
clickbench_q21/duckdb:duckdb4773111174.72474e+081.01024ns
clickbench_q21/duckdb:duckdb4773111174.69407e+081.01684ns
clickbench_q22/duckdb:duckdb5523292485.34112e+081.03411ns
clickbench_q22/duckdb:duckdb5523292485.38904e+081.02491ns
clickbench_q22/duckdb:duckdb5523292485.2249e+081.05711ns
clickbench_q22/duckdb:duckdb5523292485.33539e+081.03522ns
clickbench_q23/duckdb:duckdb2409028142.41427e+080.997831ns
clickbench_q23/duckdb:duckdb2409028142.45078e+080.982965ns
clickbench_q23/duckdb:duckdb2409028142.33511e+081.03165ns
clickbench_q23/duckdb:duckdb2409028142.43241e+080.990389ns
clickbench_q24/duckdb:duckdb490375254.93265e+070.994141ns
clickbench_q24/duckdb:duckdb490375254.84014e+071.01314ns
clickbench_q24/duckdb:duckdb490375254.94176e+070.992309ns
clickbench_q24/duckdb:duckdb490375254.97041e+070.98659ns
clickbench_q25/duckdb:duckdb1114886791.11044e+081.004ns
clickbench_q25/duckdb:duckdb1114886791.10803e+081.00618ns
clickbench_q25/duckdb:duckdb1114886791.1188e+080.996499ns
clickbench_q25/duckdb:duckdb1114886791.11361e+081.00114ns
clickbench_q26/duckdb:duckdb463718514.71324e+070.983863ns
clickbench_q26/duckdb:duckdb463718514.59989e+071.00811ns
clickbench_q26/duckdb:duckdb463718514.74469e+070.977341ns
clickbench_q26/duckdb:duckdb463718514.68123e+070.990592ns
clickbench_q27/duckdb:duckdb5336787505.34216e+080.998993ns
clickbench_q27/duckdb:duckdb5336787505.3243e+081.00234ns
clickbench_q27/duckdb:duckdb5336787505.28795e+081.00924ns
clickbench_q27/duckdb:duckdb5336787505.23597e+081.01925ns
clickbench_q28/duckdb:duckdb44313389094.4801e+090.989116ns
clickbench_q28/duckdb:duckdb44313389094.44608e+090.996685ns
clickbench_q28/duckdb:duckdb44313389094.45426e+090.994855ns
clickbench_q28/duckdb:duckdb44313389094.44737e+090.996395ns
clickbench_q29/duckdb:duckdb496913995.00015e+070.993798ns
clickbench_q29/duckdb:duckdb496913994.99496e+070.99483ns
clickbench_q29/duckdb:duckdb496913994.94849e+071.00417ns
clickbench_q29/duckdb:duckdb496913994.90726e+071.01261ns
clickbench_q30/duckdb:duckdb2675895002.68193e+080.99775ns
clickbench_q30/duckdb:duckdb2675895002.70962e+080.987553ns
clickbench_q30/duckdb:duckdb2675895002.6743e+081.0006ns
clickbench_q30/duckdb:duckdb2675895002.67207e+081.00143ns
clickbench_q31/duckdb:duckdb3386737013.34549e+081.01233ns
clickbench_q31/duckdb:duckdb3386737013.42016e+080.990227ns
clickbench_q31/duckdb:duckdb3386737013.34875e+081.01134ns
clickbench_q31/duckdb:duckdb3386737013.36116e+081.00761ns
clickbench_q32/duckdb:duckdb10391206401.01765e+091.0211ns
clickbench_q32/duckdb:duckdb10391206401.02878e+091.01005ns
clickbench_q32/duckdb:duckdb10391206401.02499e+091.01379ns
clickbench_q32/duckdb:duckdb10391206401.02443e+091.01434ns
clickbench_q33/duckdb:duckdb10705831381.05924e+091.01071ns
clickbench_q33/duckdb:duckdb10705831381.07329e+090.997477ns
clickbench_q33/duckdb:duckdb10705831381.06081e+091.00921ns
clickbench_q33/duckdb:duckdb10705831381.05321e+091.01649ns
clickbench_q34/duckdb:duckdb11381501451.12586e+091.01091ns
clickbench_q34/duckdb:duckdb11381501451.14332e+090.995477ns
clickbench_q34/duckdb:duckdb11381501451.13211e+091.00534ns
clickbench_q34/duckdb:duckdb11381501451.13209e+091.00536ns
clickbench_q35/duckdb:duckdb2652152492.64911e+081.00115ns
clickbench_q35/duckdb:duckdb2652152492.63102e+081.00803ns
clickbench_q35/duckdb:duckdb2652152492.64741e+081.00179ns
clickbench_q35/duckdb:duckdb2652152492.66037e+080.996909ns
clickbench_q36/duckdb:duckdb442625774.43442e+070.998159ns
clickbench_q36/duckdb:duckdb442625774.4276e+070.999696ns
clickbench_q36/duckdb:duckdb442625774.5063e+070.982238ns
clickbench_q36/duckdb:duckdb442625774.3978e+071.00647ns
clickbench_q37/duckdb:duckdb330659613.27982e+071.00817ns
clickbench_q37/duckdb:duckdb330659613.2878e+071.00572ns
clickbench_q37/duckdb:duckdb330659613.27286e+071.01031ns
clickbench_q37/duckdb:duckdb330659613.2845e+071.00673ns
clickbench_q38/duckdb:duckdb342692233.39988e+071.00795ns
clickbench_q38/duckdb:duckdb342692233.47076e+070.98737ns
clickbench_q38/duckdb:duckdb342692233.37765e+071.01459ns
clickbench_q38/duckdb:duckdb342692233.41599e+071.0032ns
clickbench_q39/duckdb:duckdb710710478.48293e+070.837812ns🚀
clickbench_q39/duckdb:duckdb710710477.1702e+070.9912ns
clickbench_q39/duckdb:duckdb710710478.08468e+070.879083ns🚀
clickbench_q39/duckdb:duckdb710710478.97211e+070.792133ns🚀
clickbench_q40/duckdb:duckdb334351023.31276e+071.00928ns
clickbench_q40/duckdb:duckdb334351023.34632e+070.999162ns
clickbench_q40/duckdb:duckdb334351023.30687e+071.01108ns
clickbench_q40/duckdb:duckdb334351023.30739e+071.01092ns
clickbench_q41/duckdb:duckdb334551613.40657e+070.982077ns
clickbench_q41/duckdb:duckdb334551613.35042e+070.998537ns
clickbench_q41/duckdb:duckdb334551613.35332e+070.997672ns
clickbench_q41/duckdb:duckdb334551613.34083e+071.0014ns
clickbench_q42/duckdb:duckdb327338983.27057e+071.00086ns
clickbench_q42/duckdb:duckdb327338983.26479e+071.00264ns
clickbench_q42/duckdb:duckdb327338983.25724e+071.00496ns
clickbench_q42/duckdb:duckdb327338983.27569e+070.999298ns

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Benchmarks: Statistical and Population Genetics

Summary

  • Overall: 0.979x ➖
  • Vortex: 0.977x ➖
  • duckdb:vortex: 0.977x ➖
  • Best: statpopgen_q01/duckdb:vortex-compact (0.888x)
  • Worst: statpopgen_q08/duckdb:vortex-file-compressed (1.008x)
  • Significant (>10%): 1↑ 0↓
Detailed Results Table
namePR 619bd35base da5d463ratio (PR/base)unitremark
statpopgen_q00/duckdb:parquet2335951282.36147e+080.989194ns
statpopgen_q01/duckdb:parquet3720274753.77811e+080.984691ns
statpopgen_q02/duckdb:parquet6840232137.11006e+080.96205ns
statpopgen_q03/duckdb:parquet11233480881.11738e+091.00534ns
statpopgen_q04/duckdb:parquet11198190711.15253e+090.971619ns
statpopgen_q05/duckdb:parquet7478665897.53837e+080.99208ns
statpopgen_q06/duckdb:parquet13275182401.35632e+090.978767ns
statpopgen_q07/duckdb:parquet8620761158.77574e+080.98234ns
statpopgen_q08/duckdb:parquet8443607908.76356e+080.96349ns
statpopgen_q09/duckdb:parquet9286151729.45602e+080.982036ns
statpopgen_q10/duckdb:parquet21471496172.18951e+090.980652ns
statpopgen_q00/duckdb:vortex-file-compressed126714291.30504e+070.970959ns
statpopgen_q01/duckdb:vortex-file-compressed1033765151.04957e+080.984945ns
statpopgen_q02/duckdb:vortex-file-compressed11827315641.2097e+090.977706ns
statpopgen_q03/duckdb:vortex-file-compressed27683848042.83724e+090.97573ns
statpopgen_q04/duckdb:vortex-file-compressed27988332642.82421e+090.991015ns
statpopgen_q05/duckdb:vortex-file-compressed12587494971.28093e+090.982681ns
statpopgen_q06/duckdb:vortex-file-compressed19281544911.94824e+090.989692ns
statpopgen_q07/duckdb:vortex-file-compressed1478472081.54629e+080.956141ns
statpopgen_q08/duckdb:vortex-file-compressed1700184741.68591e+081.00847ns
statpopgen_q09/duckdb:vortex-file-compressed25388077082.57187e+090.987143ns
statpopgen_q10/duckdb:vortex-file-compressed40591618754.09222e+090.991922ns
statpopgen_q00/duckdb:vortex-compact125851961.32369e+070.950768ns
statpopgen_q01/duckdb:vortex-compact2348575472.64532e+080.887823ns🚀
statpopgen_q02/duckdb:vortex-compact5305130775.51437e+080.962055ns
statpopgen_q03/duckdb:vortex-compact21671179012.20568e+090.982518ns
statpopgen_q04/duckdb:vortex-compact21801099222.20576e+090.988371ns
statpopgen_q05/duckdb:vortex-compact5722016945.71326e+081.00153ns
statpopgen_q06/duckdb:vortex-compact14797261791.50891e+090.980656ns
statpopgen_q07/duckdb:vortex-compact12306395571.26117e+090.97579ns
statpopgen_q08/duckdb:vortex-compact36046127553.65741e+090.985565ns
statpopgen_q09/duckdb:vortex-compact19534522141.98431e+090.984451ns
statpopgen_q10/duckdb:vortex-compact37250336653.74267e+090.995288ns

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github-actionsBot commented Nov 4, 2025

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Benchmarks: TPC-H SF=1 on NVME

Summary

  • Overall: 1.029x ➖
  • Vortex: 1.039x ➖
  • duckdb:vortex: 1.014x ➖
  • datafusion:vortex: 1.065x ➖
  • Best: tpch_q06/datafusion:vortex-compact (0.919x)
  • Worst: tpch_q17/datafusion:vortex-file-compressed (1.177x)
  • Significant (>10%): 0↑ 12↓
Detailed Results Table
namePR 619bd35base da5d463ratio (PR/base)unitremark
tpch_q01/datafusion:arrow875453558.51312e+071.02836ns
tpch_q02/datafusion:arrow326105593.50249e+070.931068ns
tpch_q03/datafusion:arrow552304875.97727e+070.924008ns
tpch_q04/datafusion:arrow471883944.56619e+071.03343ns
tpch_q05/datafusion:arrow1174598921.16119e+081.01154ns
tpch_q06/datafusion:arrow355273573.43704e+071.03366ns
tpch_q07/datafusion:arrow1978795891.15931e+081.70687ns🚨
tpch_q08/datafusion:arrow808573037.87649e+071.02656ns
tpch_q09/datafusion:arrow1044140481.03046e+081.01327ns
tpch_q10/datafusion:arrow820117997.88478e+071.04013ns
tpch_q11/datafusion:arrow175659134.72745e+070.371572ns🚀
tpch_q12/datafusion:arrow844246167.63882e+071.10521ns🚨
tpch_q13/datafusion:arrow556951345.64137e+070.987263ns
tpch_q14/datafusion:arrow437528434.50215e+070.97182ns
tpch_q15/datafusion:arrow830879788.29409e+071.00177ns
tpch_q16/datafusion:arrow268694502.55489e+071.05169ns
tpch_q17/datafusion:arrow1018029261.02488e+080.99332ns
tpch_q18/datafusion:arrow1870375892.1222e+080.881339ns🚀
tpch_q19/datafusion:arrow611904726.42325e+070.95264ns
tpch_q20/datafusion:arrow597298655.95161e+071.00359ns
tpch_q21/datafusion:arrow2806775152.07575e+081.35218ns🚨
tpch_q22/datafusion:arrow267964622.65215e+071.01037ns
tpch_q01/datafusion:parquet1315351071.5886e+080.827992ns🚀
tpch_q02/datafusion:parquet1092624881.04008e+081.05052ns
tpch_q03/datafusion:parquet889916159.76318e+070.911503ns
tpch_q04/datafusion:parquet645273426.22978e+071.03579ns
tpch_q05/datafusion:parquet1245275231.14379e+081.08872ns
tpch_q06/datafusion:parquet373542294.78372e+070.780862ns🚀
tpch_q07/datafusion:parquet1523498511.43447e+081.06206ns
tpch_q08/datafusion:parquet1306108351.34842e+080.968619ns
tpch_q09/datafusion:parquet1702025831.6364e+081.0401ns
tpch_q10/datafusion:parquet1422758811.34794e+081.05551ns
tpch_q11/datafusion:parquet863935967.53789e+071.14612ns🚨
tpch_q12/datafusion:parquet1053928518.31945e+071.26682ns🚨
tpch_q13/datafusion:parquet2155980882.03795e+081.05792ns
tpch_q14/datafusion:parquet589916125.36818e+071.09891ns
tpch_q15/datafusion:parquet720069006.99279e+071.02973ns
tpch_q16/datafusion:parquet600087605.05574e+071.18694ns🚨
tpch_q17/datafusion:parquet1652756291.5294e+081.08066ns
tpch_q18/datafusion:parquet1922652131.86824e+081.02913ns
tpch_q19/datafusion:parquet937207448.69647e+071.07769ns
tpch_q20/datafusion:parquet909079977.87324e+071.15465ns🚨
tpch_q21/datafusion:parquet1565346441.49164e+081.04941ns
tpch_q22/datafusion:parquet747319227.17674e+071.04131ns
tpch_q01/datafusion:vortex-file-compressed654157866.437e+071.01625ns
tpch_q02/datafusion:vortex-file-compressed545088914.71305e+071.15655ns🚨
tpch_q03/datafusion:vortex-file-compressed320661092.96795e+071.08041ns
tpch_q04/datafusion:vortex-file-compressed219899252.11736e+071.03855ns
tpch_q05/datafusion:vortex-file-compressed820256497.47735e+071.09699ns
tpch_q06/datafusion:vortex-file-compressed104135411.06208e+070.980486ns
tpch_q07/datafusion:vortex-file-compressed878379368.15867e+071.07662ns
tpch_q08/datafusion:vortex-file-compressed609106655.57406e+071.09275ns
tpch_q09/datafusion:vortex-file-compressed734227576.78029e+071.08288ns
tpch_q10/datafusion:vortex-file-compressed648963285.91719e+071.09674ns
tpch_q11/datafusion:vortex-file-compressed360786313.19228e+071.13018ns🚨
tpch_q12/datafusion:vortex-file-compressed278118032.49629e+071.11413ns🚨
tpch_q13/datafusion:vortex-file-compressed319976023.14088e+071.01875ns
tpch_q14/datafusion:vortex-file-compressed175504371.51744e+071.15658ns🚨
tpch_q15/datafusion:vortex-file-compressed285833902.60323e+071.098ns
tpch_q16/datafusion:vortex-file-compressed291252722.60428e+071.11836ns🚨
tpch_q17/datafusion:vortex-file-compressed765050686.4991e+071.17716ns🚨
tpch_q18/datafusion:vortex-file-compressed938885671.0039e+080.935236ns
tpch_q19/datafusion:vortex-file-compressed253897812.3739e+071.06954ns
tpch_q20/datafusion:vortex-file-compressed362089723.30264e+071.09637ns
tpch_q21/datafusion:vortex-file-compressed837181708.18439e+071.0229ns
tpch_q22/datafusion:vortex-file-compressed221541432.21634e+070.999582ns
tpch_q01/datafusion:vortex-compact662921646.81021e+070.973423ns
tpch_q02/datafusion:vortex-compact591910005.09244e+071.16233ns🚨
tpch_q03/datafusion:vortex-compact344795693.30723e+071.04255ns
tpch_q04/datafusion:vortex-compact249246022.48473e+071.00311ns
tpch_q05/datafusion:vortex-compact836805487.76758e+071.0773ns
tpch_q06/datafusion:vortex-compact160832201.7501e+070.918989ns
tpch_q07/datafusion:vortex-compact944839598.65575e+071.09157ns
tpch_q08/datafusion:vortex-compact645559525.9027e+071.09367ns
tpch_q09/datafusion:vortex-compact798491437.36584e+071.08405ns
tpch_q10/datafusion:vortex-compact624083815.5634e+071.12177ns🚨
tpch_q11/datafusion:vortex-compact364842053.31795e+071.0996ns
tpch_q12/datafusion:vortex-compact379067953.58292e+071.05799ns
tpch_q13/datafusion:vortex-compact390042253.74664e+071.04105ns
tpch_q14/datafusion:vortex-compact244725982.19406e+071.1154ns🚨
tpch_q15/datafusion:vortex-compact395603693.82277e+071.03486ns
tpch_q16/datafusion:vortex-compact351882463.09896e+071.13548ns🚨
tpch_q17/datafusion:vortex-compact778010367.02546e+071.10742ns🚨
tpch_q18/datafusion:vortex-compact951956041.01059e+080.941983ns
tpch_q19/datafusion:vortex-compact421542054.1849e+071.00729ns
tpch_q20/datafusion:vortex-compact413514283.83005e+071.07966ns
tpch_q21/datafusion:vortex-compact916947968.92008e+071.02796ns
tpch_q22/datafusion:vortex-compact205821581.97245e+071.04348ns
tpch_q01/duckdb:parquet816828949.76125e+070.836808ns🚀
tpch_q02/duckdb:parquet482862834.71394e+071.02433ns
tpch_q03/duckdb:parquet926785337.76165e+071.19406ns🚨
tpch_q04/duckdb:parquet680650986.12373e+071.1115ns🚨
tpch_q05/duckdb:parquet765843767.72819e+070.990975ns
tpch_q06/duckdb:parquet231836502.25966e+071.02598ns
tpch_q07/duckdb:parquet820400828.12805e+071.00935ns
tpch_q08/duckdb:parquet970323941.22453e+080.792403ns🚀
tpch_q09/duckdb:parquet1767967141.77103e+080.998271ns
tpch_q10/duckdb:parquet1406131081.50594e+080.933723ns
tpch_q11/duckdb:parquet260355922.53034e+071.02894ns
tpch_q12/duckdb:parquet600182025.90566e+071.01628ns
tpch_q13/duckdb:parquet2786906602.71099e+081.028ns
tpch_q14/duckdb:parquet625481135.26619e+071.18773ns🚨
tpch_q15/duckdb:parquet292339622.90618e+071.00592ns
tpch_q16/duckdb:parquet597276705.93307e+071.00669ns
tpch_q17/duckdb:parquet846010616.93149e+071.22053ns🚨
tpch_q18/duckdb:parquet1311358221.4449e+080.907576ns
tpch_q19/duckdb:parquet725863447.0669e+071.02713ns
tpch_q20/duckdb:parquet859814137.10896e+071.20948ns🚨
tpch_q21/duckdb:parquet1953266551.99029e+080.981398ns
tpch_q22/duckdb:parquet562221135.53024e+071.01663ns
tpch_q01/duckdb:vortex-file-compressed335350243.35479e+070.999616ns
tpch_q02/duckdb:vortex-file-compressed315594803.04355e+071.03693ns
tpch_q03/duckdb:vortex-file-compressed331305663.18916e+071.03885ns
tpch_q04/duckdb:vortex-file-compressed345736703.4195e+071.01107ns
tpch_q05/duckdb:vortex-file-compressed385459013.83567e+071.00493ns
tpch_q06/duckdb:vortex-file-compressed106677361.06912e+070.997804ns
tpch_q07/duckdb:vortex-file-compressed419033584.02769e+071.04038ns
tpch_q08/duckdb:vortex-file-compressed475469574.71491e+071.00844ns
tpch_q09/duckdb:vortex-file-compressed790635908.06349e+070.980513ns
tpch_q10/duckdb:vortex-file-compressed351009613.47855e+071.00907ns
tpch_q11/duckdb:vortex-file-compressed191534891.82242e+071.05099ns
tpch_q12/duckdb:vortex-file-compressed221674512.26073e+070.980543ns
tpch_q13/duckdb:vortex-file-compressed388875113.75591e+071.03537ns
tpch_q14/duckdb:vortex-file-compressed242832052.42117e+071.00295ns
tpch_q15/duckdb:vortex-file-compressed171758421.76405e+070.973658ns
tpch_q16/duckdb:vortex-file-compressed342574043.3599e+071.0196ns
tpch_q17/duckdb:vortex-file-compressed279740412.62634e+071.06513ns
tpch_q18/duckdb:vortex-file-compressed567975935.54748e+071.02384ns
tpch_q19/duckdb:vortex-file-compressed302064853.09937e+070.9746ns
tpch_q20/duckdb:vortex-file-compressed363241983.58962e+071.01192ns
tpch_q21/duckdb:vortex-file-compressed1005484189.91484e+071.01412ns
tpch_q22/duckdb:vortex-file-compressed198104002.00819e+070.986481ns
tpch_q01/duckdb:vortex-compact368185703.58456e+071.02714ns
tpch_q02/duckdb:vortex-compact445447304.41625e+071.00866ns
tpch_q03/duckdb:vortex-compact376714543.71341e+071.01447ns
tpch_q04/duckdb:vortex-compact399066014.02143e+070.992349ns
tpch_q05/duckdb:vortex-compact461462874.54265e+071.01584ns
tpch_q06/duckdb:vortex-compact156624701.64997e+070.94926ns
tpch_q07/duckdb:vortex-compact501179585.05138e+070.992164ns
tpch_q08/duckdb:vortex-compact568567565.53135e+071.0279ns
tpch_q09/duckdb:vortex-compact896327778.79626e+071.01899ns
tpch_q10/duckdb:vortex-compact438786324.30099e+071.0202ns
tpch_q11/duckdb:vortex-compact254967702.39239e+071.06574ns
tpch_q12/duckdb:vortex-compact383292533.77742e+071.01469ns
tpch_q13/duckdb:vortex-compact440020134.32196e+071.0181ns
tpch_q14/duckdb:vortex-compact306281793.23934e+070.945508ns
tpch_q15/duckdb:vortex-compact202092252.03234e+070.994381ns
tpch_q16/duckdb:vortex-compact409509603.84522e+071.06498ns
tpch_q17/duckdb:vortex-compact301102153.07201e+070.980147ns
tpch_q18/duckdb:vortex-compact616053666.02247e+071.02292ns
tpch_q19/duckdb:vortex-compact415174523.68365e+071.12707ns🚨
tpch_q20/duckdb:vortex-compact455256594.72664e+070.963172ns
tpch_q21/duckdb:vortex-compact1127122741.0995e+081.02512ns
tpch_q22/duckdb:vortex-compact240681042.25907e+071.0654ns
tpch_q01/duckdb:duckdb175790431.7546e+071.00188ns
tpch_q02/duckdb:duckdb145392231.39423e+071.04282ns
tpch_q03/duckdb:duckdb215241472.15676e+070.997984ns
tpch_q04/duckdb:duckdb215271171.99042e+071.08154ns
tpch_q05/duckdb:duckdb230714182.23022e+071.03449ns
tpch_q06/duckdb:duckdb72378867.18226e+061.00774ns
tpch_q07/duckdb:duckdb269586822.66942e+071.00991ns
tpch_q08/duckdb:duckdb272197722.64465e+071.02924ns
tpch_q09/duckdb:duckdb620838796.00968e+071.03306ns
tpch_q10/duckdb:duckdb587944015.81852e+071.01047ns
tpch_q11/duckdb:duckdb76841407.11955e+061.0793ns
tpch_q12/duckdb:duckdb174373531.74828e+070.9974ns
tpch_q13/duckdb:duckdb410520554.07329e+071.00784ns
tpch_q14/duckdb:duckdb230627142.19895e+071.04881ns
tpch_q15/duckdb:duckdb142866981.39431e+071.02464ns
tpch_q16/duckdb:duckdb254701922.53993e+071.00279ns
tpch_q17/duckdb:duckdb181837851.8025e+071.00881ns
tpch_q18/duckdb:duckdb401372863.94464e+071.01752ns
tpch_q19/duckdb:duckdb324651393.21256e+071.01057ns
tpch_q20/duckdb:duckdb270693622.65675e+071.01889ns
tpch_q21/duckdb:duckdb638626966.1631e+071.03621ns
tpch_q22/duckdb:duckdb265367972.6215e+071.01228ns

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Benchmarks: TPC-H SF=1 on S3

Summary

  • Overall: 0.997x ➖
  • Vortex: 0.999x ➖
  • duckdb:vortex: 0.994x ➖
  • datafusion:vortex: 1.004x ➖
  • Best: tpch_q13/datafusion:vortex-file-compressed (0.753x)
  • Worst: tpch_q08/datafusion:vortex-file-compressed (1.296x)
  • Significant (>30%): 0↑ 0↓
Detailed Results Table
namePR 619bd35base da5d463ratio (PR/base)unitremark
tpch_q01/datafusion:parquet2469239982.6723e+080.924014ns
tpch_q02/datafusion:parquet3834594743.91834e+080.978628ns
tpch_q03/datafusion:parquet2907593862.96554e+080.98046ns
tpch_q04/datafusion:parquet1436223801.41295e+081.01647ns
tpch_q05/datafusion:parquet3932059303.78731e+081.03822ns
tpch_q06/datafusion:parquet1296162351.37383e+080.943463ns
tpch_q07/datafusion:parquet4180997894.14117e+081.00962ns
tpch_q08/datafusion:parquet4738387564.72622e+081.00257ns
tpch_q09/datafusion:parquet4660216474.59834e+081.01346ns
tpch_q10/datafusion:parquet4767607324.59578e+081.03739ns
tpch_q11/datafusion:parquet3030934982.99758e+081.01113ns
tpch_q12/datafusion:parquet2145818772.2964e+080.934427ns
tpch_q13/datafusion:parquet4269634174.39389e+080.971721ns
tpch_q14/datafusion:parquet1702592831.74985e+080.972994ns
tpch_q15/datafusion:parquet2812831352.82922e+080.994208ns
tpch_q16/datafusion:parquet1974401131.97909e+080.997629ns
tpch_q17/datafusion:parquet3473051083.50096e+080.992029ns
tpch_q18/datafusion:parquet4335293174.28249e+081.01233ns
tpch_q19/datafusion:parquet3132515753.07796e+081.01772ns
tpch_q20/datafusion:parquet2766874822.66771e+081.03717ns
tpch_q21/datafusion:parquet4446658594.14132e+081.07373ns
tpch_q22/datafusion:parquet1818733231.74318e+081.04334ns
tpch_q01/datafusion:vortex-file-compressed2372030602.45026e+080.968075ns
tpch_q02/datafusion:vortex-file-compressed2043749471.97861e+081.03292ns
tpch_q03/datafusion:vortex-file-compressed2863710623.03742e+080.942809ns
tpch_q04/datafusion:vortex-file-compressed1895430641.81955e+081.0417ns
tpch_q05/datafusion:vortex-file-compressed2929799672.81114e+081.04221ns
tpch_q06/datafusion:vortex-file-compressed1859898782.16147e+080.860477ns
tpch_q07/datafusion:vortex-file-compressed2474109472.39434e+081.03331ns
tpch_q08/datafusion:vortex-file-compressed4698816323.6261e+081.29583ns
tpch_q09/datafusion:vortex-file-compressed3217049834.1725e+080.771013ns
tpch_q10/datafusion:vortex-file-compressed4249784504.04587e+081.0504ns
tpch_q11/datafusion:vortex-file-compressed1301191001.16425e+081.11762ns
tpch_q12/datafusion:vortex-file-compressed2951224783.00238e+080.982963ns
tpch_q13/datafusion:vortex-file-compressed1638326322.17701e+080.752557ns
tpch_q14/datafusion:vortex-file-compressed1564591961.52775e+081.02412ns
tpch_q15/datafusion:vortex-file-compressed2545006822.36704e+081.07519ns
tpch_q16/datafusion:vortex-file-compressed1387261071.38079e+081.00469ns
tpch_q17/datafusion:vortex-file-compressed2737356602.63232e+081.0399ns
tpch_q18/datafusion:vortex-file-compressed2842748492.59399e+081.0959ns
tpch_q19/datafusion:vortex-file-compressed3042671683.25843e+080.933786ns
tpch_q20/datafusion:vortex-file-compressed2206213212.14976e+081.02626ns
tpch_q21/datafusion:vortex-file-compressed3291761633.29061e+081.00035ns
tpch_q22/datafusion:vortex-file-compressed1504614241.55524e+080.967451ns
tpch_q01/datafusion:vortex-compact2390630882.29078e+081.04359ns
tpch_q02/datafusion:vortex-compact1901089481.99644e+080.952239ns
tpch_q03/datafusion:vortex-compact2661249942.72775e+080.975622ns
tpch_q04/datafusion:vortex-compact1997182681.99277e+081.00221ns
tpch_q05/datafusion:vortex-compact2514458122.40365e+081.0461ns
tpch_q06/datafusion:vortex-compact2313121802.79918e+080.826355ns
tpch_q07/datafusion:vortex-compact2353378712.28159e+081.03146ns
tpch_q08/datafusion:vortex-compact3198060692.81785e+081.13493ns
tpch_q09/datafusion:vortex-compact3102476753.2356e+080.958857ns
tpch_q10/datafusion:vortex-compact3455868673.46971e+080.996011ns
tpch_q11/datafusion:vortex-compact1122935869.66825e+071.16147ns
tpch_q12/datafusion:vortex-compact3269842253.38623e+080.965628ns
tpch_q13/datafusion:vortex-compact2106452981.74482e+081.20726ns
tpch_q14/datafusion:vortex-compact1924658891.93651e+080.99388ns
tpch_q15/datafusion:vortex-compact3243285483.24228e+081.00031ns
tpch_q16/datafusion:vortex-compact1353133151.30525e+081.03669ns
tpch_q17/datafusion:vortex-compact2736479572.74635e+080.996404ns
tpch_q18/datafusion:vortex-compact2606958762.61687e+080.996214ns
tpch_q19/datafusion:vortex-compact3311125853.33623e+080.992474ns
tpch_q20/datafusion:vortex-compact2986652462.89843e+081.03044ns
tpch_q21/datafusion:vortex-compact3271126513.44613e+080.949218ns
tpch_q22/datafusion:vortex-compact1047256381.04358e+081.00352ns
tpch_q01/duckdb:parquet4843421254.69098e+081.0325ns
tpch_q02/duckdb:parquet10795005621.06231e+091.01618ns
tpch_q03/duckdb:parquet8201460278.32336e+080.985355ns
tpch_q04/duckdb:parquet5728494875.4292e+081.05513ns
tpch_q05/duckdb:parquet12298345461.2103e+091.01614ns
tpch_q06/duckdb:parquet3309489723.2535e+081.01721ns
tpch_q07/duckdb:parquet8966160291.00729e+090.890129ns
tpch_q08/duckdb:parquet13419326671.30665e+091.027ns
tpch_q09/duckdb:parquet11605247441.13869e+091.01918ns
tpch_q10/duckdb:parquet11086731981.12971e+090.981375ns
tpch_q11/duckdb:parquet6791632446.91295e+080.98245ns
tpch_q12/duckdb:parquet5310857714.91115e+081.08139ns
tpch_q13/duckdb:parquet8028768308.21738e+080.977047ns
tpch_q14/duckdb:parquet5112894095.41494e+080.944221ns
tpch_q15/duckdb:parquet5370282365.61313e+080.956736ns
tpch_q16/duckdb:parquet4908338514.5457e+081.07978ns
tpch_q17/duckdb:parquet5584637766.27324e+080.890232ns
tpch_q18/duckdb:parquet7187389307.22698e+080.994521ns
tpch_q19/duckdb:parquet6215972976.27939e+080.989901ns
tpch_q20/duckdb:parquet8224326208.40819e+080.978132ns
tpch_q21/duckdb:parquet9351770559.58404e+080.975765ns
tpch_q22/duckdb:parquet3857755204.24991e+080.907726ns
tpch_q01/duckdb:vortex-file-compressed2593539722.91215e+080.890593ns
tpch_q02/duckdb:vortex-file-compressed6412402956.18674e+081.03648ns
tpch_q03/duckdb:vortex-file-compressed5709043975.77095e+080.989273ns
tpch_q04/duckdb:vortex-file-compressed3404939713.57209e+080.953207ns
tpch_q05/duckdb:vortex-file-compressed7062014037.21734e+080.978478ns
tpch_q06/duckdb:vortex-file-compressed3323074293.23954e+081.02579ns
tpch_q07/duckdb:vortex-file-compressed6620133866.34013e+081.04416ns
tpch_q08/duckdb:vortex-file-compressed9307681829.61619e+080.967917ns
tpch_q09/duckdb:vortex-file-compressed8228641667.96326e+081.03333ns
tpch_q10/duckdb:vortex-file-compressed7524742487.72608e+080.97394ns
tpch_q11/duckdb:vortex-file-compressed3389481493.66181e+080.925629ns
tpch_q12/duckdb:vortex-file-compressed4692560615.27187e+080.890114ns
tpch_q13/duckdb:vortex-file-compressed4862525484.82908e+081.00693ns
tpch_q14/duckdb:vortex-file-compressed3890359873.90642e+080.995889ns
tpch_q15/duckdb:vortex-file-compressed2534644652.55367e+080.992551ns
tpch_q16/duckdb:vortex-file-compressed2927401072.88708e+081.01396ns
tpch_q17/duckdb:vortex-file-compressed5176762784.94695e+081.04645ns
tpch_q18/duckdb:vortex-file-compressed6053904976.17442e+080.980481ns
tpch_q19/duckdb:vortex-file-compressed4003739604.10217e+080.976005ns
tpch_q20/duckdb:vortex-file-compressed6891569826.92774e+080.994778ns
tpch_q21/duckdb:vortex-file-compressed7926858017.93669e+080.998761ns
tpch_q22/duckdb:vortex-file-compressed2322617652.46932e+080.940591ns
tpch_q01/duckdb:vortex-compact2582533992.70795e+080.953687ns
tpch_q02/duckdb:vortex-compact6242638425.97188e+081.04534ns
tpch_q03/duckdb:vortex-compact4734264724.75985e+080.994624ns
tpch_q04/duckdb:vortex-compact3160875143.17698e+080.994932ns
tpch_q05/duckdb:vortex-compact6424452266.35691e+081.01062ns
tpch_q06/duckdb:vortex-compact3445385523.34061e+081.03136ns
tpch_q07/duckdb:vortex-compact6089886376.24066e+080.97584ns
tpch_q08/duckdb:vortex-compact8174337028.243e+080.99167ns
tpch_q09/duckdb:vortex-compact7298369097.57531e+080.963442ns
tpch_q10/duckdb:vortex-compact6308620386.22798e+081.01295ns
tpch_q11/duckdb:vortex-compact4224020523.28643e+081.28529ns
tpch_q12/duckdb:vortex-compact4385677304.2176e+081.03985ns
tpch_q13/duckdb:vortex-compact4064941464.01751e+081.01181ns
tpch_q14/duckdb:vortex-compact4097007443.95141e+081.03685ns
tpch_q15/duckdb:vortex-compact2368936122.63e+080.900736ns
tpch_q16/duckdb:vortex-compact2813951912.69152e+081.04549ns
tpch_q17/duckdb:vortex-compact4730857714.77908e+080.989909ns
tpch_q18/duckdb:vortex-compact4820279104.96668e+080.970523ns
tpch_q19/duckdb:vortex-compact3998292374.10414e+080.974209ns
tpch_q20/duckdb:vortex-compact6736331597.00959e+080.961016ns
tpch_q21/duckdb:vortex-compact7377568687.63038e+080.966867ns
tpch_q22/duckdb:vortex-compact2225296412.22101e+081.00193ns

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github-actionsBot commented Nov 4, 2025

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Benchmarks: TPC-H SF=10 on NVME

Summary

  • Overall: 1.009x ➖
  • Vortex: 1.007x ➖
  • duckdb:vortex: 1.001x ➖
  • datafusion:vortex: 1.012x ➖
  • Best: tpch_q18/datafusion:vortex-file-compressed (0.834x)
  • Worst: tpch_q19/datafusion:vortex-file-compressed (1.130x)
  • Significant (>10%): 12↑ 5↓
Detailed Results Table
namePR 619bd35base da5d463ratio (PR/base)unitremark
tpch_q01/datafusion:arrow11318832121.18333e+090.956522ns
tpch_q02/datafusion:arrow2360812552.50018e+080.944257ns
tpch_q03/datafusion:arrow9109068498.81855e+081.03294ns
tpch_q04/datafusion:arrow7148376937.13652e+081.00166ns
tpch_q05/datafusion:arrow15170529411.54787e+090.980091ns
tpch_q06/datafusion:arrow5851419415.78918e+081.01075ns
tpch_q07/datafusion:arrow19589831211.81799e+091.07756ns
tpch_q08/datafusion:arrow19957138151.94886e+091.02404ns
tpch_q09/datafusion:arrow21297862022.20339e+090.966595ns
tpch_q10/datafusion:arrow11348751191.12989e+091.00441ns
tpch_q11/datafusion:arrow2096217745.14471e+080.407451ns🚀
tpch_q12/datafusion:arrow11774197241.12158e+091.04979ns
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@a10y

a10y commented Dec 12, 2025

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I ported the schema evolution tests from #5406 and they seem to fail :/

aduffy@Andrews-MacBook-Pro /V/C/w/d/vortex-datafusion (adamg/df-51)> cargo test --test schema_evolution
Finished `test` profile [unoptimized + debuginfo] target(s) in 0.12s
Running tests/schema_evolution.rs (/Volumes/Code/worktree/df51/target/debug/deps/schema_evolution-dc8592b17d16340b)
running 3 tests
test test_filter_schema_evolution_order ... FAILED
test test_filter_with_schema_evolution ... FAILED
test test_filter_schema_evolution_struct_fields ... FAILED
failures:
---- test_filter_schema_evolution_order stdout ----
thread 'test_filter_schema_evolution_order' panicked at vortex-datafusion/tests/schema_evolution.rs:235:10:
called `Result::unwrap()` on an `Err` value: ArrowError(SchemaError("Unable to get field named \"b\". Valid fields: [\"a\"]"), Some(""))
note: run with `RUST_BACKTRACE=1` environment variable to display a backtrace
---- test_filter_with_schema_evolution stdout ----
thread 'test_filter_with_schema_evolution' panicked at vortex-datafusion/tests/schema_evolution.rs:145:10:
called `Result::unwrap()` on an `Err` value: ArrowError(SchemaError("Unable to get field named \"a\". Valid fields: [\"b\"]"), Some(""))
---- test_filter_schema_evolution_struct_fields stdout ----
thread 'test_filter_schema_evolution_struct_fields' panicked at vortex-datafusion/tests/schema_evolution.rs:409:5:
assertion `left == right` failed
left: RecordBatch { schema: Schema { fields: [Field { name: "hostname", data_type: Utf8, nullable: true }, Field { name: "payload", data_type: Struct([Field { name: "uptime", data_type: Int64, nullable: true }, Field { name: "instance", data_type: Utf8, nullable: true }]), nullable: true }], metadata: {} }, columns: [StringArray
[
"host01.local",
"host01.local",
"host01.local",
"host01.local",
"host02.local",
"host02.local",
], StructArray
-- validity:
[
valid,
valid,
valid,
valid,
valid,
valid,
]
[
-- child 0: "uptime" (Int64)
PrimitiveArray<Int64>
[
1,
2,
3,
4,
10,
20,
]
-- child 1: "instance" (Utf8)
StringArray
[
null,
null,
null,
null,
"c6i",
"c6i",
]
]], row_count: 6 }
right: RecordBatch { schema: Schema { fields: [Field { name: "hostname", data_type: Utf8, nullable: true }, Field { name: "payload", data_type: Struct([Field { name: "uptime", data_type: Int64, nullable: true }, Field { name: "instance", data_type: Utf8, nullable: true }]), nullable: true }], metadata: {} }, columns: [StringArray
[
"host01",
"host01",
"host01",
"host01",
"host02",
"host02",
], StructArray
-- validity:
[
valid,
valid,
valid,
valid,
valid,
valid,
]
[
-- child 0: "uptime" (Int64)
PrimitiveArray<Int64>
[
1,
2,
3,
4,
10,
20,
]
-- child 1: "instance" (Utf8)
StringArray
[
null,
null,
null,
null,
"c6i",
"c6i",
]
]], row_count: 6 }
failures:
test_filter_schema_evolution_order
test_filter_schema_evolution_struct_fields
test_filter_with_schema_evolution
test result: FAILED. 0 passed; 3 failed; 0 ignored; 0 measured; 0 filtered out; finished in 0.06s
error: test failed, to rerun pass `--test schema_evolution`
aduffy@Andrews-MacBook-Pro /V/C/w/d/vortex-datafusion (adamg/df-51) [101]>

@a10y

a10y commented Dec 12, 2025

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I pushed a few commits which cover a few fixes:

  1. Fix Struct casting to allow for schema-compatible casts on structs (i.e. field reordering, adding nullable columns, dropping columns)
  2. Vendor in some changes from last week to the PhysicalExprRewriter that fixes schema evolution for fields of nested struct columns. Relevant block is here
  3. Bring integration tests over from my old PR and get them passing

This does force us to bring in a small block of vendored code that we'll delete when DF 52 releases. We can forego that and just continue to leave the problem open for now, and merge #5717 later. Or we can include the one vendored file which we'll delete on next DF bump.

@AdamGS

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So @a10y is on vacation for the next few weeks, so just updating my current thinking here:

  1. I would love to not vendor temporary fixes (@asubiotto - would love your thoughts here).
  2. I'm getting close to unblocking this release but I'm not sure I'll make it this year, if I do - we can release a 51 supporting version (with the underlying issue still there).
  3. DF 52 should be released later this month or in January, which will allow us to quickly release again with the upstream fix.

@asubiotto

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I'm also on PTO this week so won't be very reachable but I think most of the urgency comes from some changes @brancz is working on so I'll defer to him. Re the vendored code I don't think I mind it too much, especially since it'll be deleted soon. I think the question is whether it's worth the effort to push through this 51 release if 52 is coming soon and most everyone is on holiday starting next week.

@robert3005

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My personal bias is to merge the vendored code now since it’s an indication of an upstream bug for a feature we care about. Then delete it once 52 is around. Without it gharchive is broken and it’s a bit annoying to wait for upstream.

@brancz

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No strong opinion one way or another, we're already at the point where we're carrying several unreleased patches on upstream for both arrow and datafusion.

@brancz

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Jynxed it, I'm quite certain I'm seeing a very noticeable case for us where we're lacking projection pushdown for a field in a struct (which is one of the things this fixes). Would appreciate it if we could merge this.

@AdamGS

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This is currently blocked by #5676, once I merge that (hopefully today), I'll rebase this PR and try and catch up on all the pieces here and get it merged.

AdamGSand others added 9 commits January 2, 2026 11:29
Signed-off-by: Adam Gutglick <adam@spiraldb.com>
Signed-off-by: Adam Gutglick <adam@spiraldb.com>
Signed-off-by: Andrew Duffy <andrew@a10y.dev>
Signed-off-by: Andrew Duffy <andrew@a10y.dev>
Signed-off-by: Andrew Duffy <andrew@a10y.dev>
Signed-off-by: Andrew Duffy <andrew@a10y.dev>
Signed-off-by: Andrew Duffy <andrew@a10y.dev>
Signed-off-by: Andrew Duffy <andrew@a10y.dev>
Signed-off-by: Adam Gutglick <adam@spiraldb.com>
@AdamGS

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I've rebased this PR and fixed a couple of small random issues that came up, the codspeed regressions all point back to Arrow, but that might be an artifact of the runtime because the only relevant changes in Arrow have some pretty convincing benchmarks? I'm not worried about them.

@AdamGS

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I can't reproduce this TPC-DS issue, if it keeps popping up I'll dig deeper into it.

@AdamGS

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@asubiotto if you want to take look here, @a10y is OOO until the 7th IMO, not sure if we have anyone else that can weigh in.

@AdamGS

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finally managed to get a repro of the TPC-DS issue, it has something to do with the new decimal types, I think we should fix that before we merge this, so I'll keep working on it.
The rest of this PR shouldn't change, so would appreciate more eyes if anyone has the cycles.

@AdamGS

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Fixing TPC-DS here might require a deeper fix in DF, for now I'll remove some of the DF/Decimal code paths

Signed-off-by: Adam Gutglick <adam@spiraldb.com>
let scale = dt.scale();

match precision {
// This code is commented out until DataFusion improves its support for smaller decimals.

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This will stay for now, I've hit an overflow in TPC-DS q1, and I might take a bigger stab at how to handle it in DF.

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@AdamGS@robert3005@a10y@asubiotto@brancz