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Reorder filters by selectivity #2021

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gatesn
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@gatesn gatesn commented Jan 20, 2025

This would have more effect with selection masks. For now, it only helps if selectivity is low enough to trigger a filter before the evaluation.

@gatesn gatesn added the benchmark Run benchmarks on this branch label Jan 20, 2025
@github-actions github-actions bot removed the benchmark Run benchmarks on this branch label Jan 20, 2025
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Benchmarks: TPC-H

Table of Results
name PR 522dad3 base 1d36132 ratio (PR/base) unit
tpch_q01/arrow 552021442 5.49082e+08 1.00535 ns
tpch_q01/parquet 760076296 7.72487e+08 0.983934 ns
tpch_q01/vortex-file-compressed 521730971 5.3619e+08 0.973034 ns
tpch_q02/arrow 142855487 1.42769e+08 1.00061 ns
tpch_q02/parquet 173013075 1.77336e+08 0.975623 ns
tpch_q02/vortex-file-compressed 145618826 1.50431e+08 0.968014 ns
tpch_q03/arrow 173410415 1.75393e+08 0.988694 ns
tpch_q03/parquet 370990103 3.76328e+08 0.985816 ns
tpch_q03/vortex-file-compressed 236322367 2.36388e+08 0.999721 ns
tpch_q04/arrow 177725578 1.76527e+08 1.00679 ns
tpch_q04/parquet 220166544 2.24674e+08 0.979938 ns
tpch_q04/vortex-file-compressed 175437891 1.75805e+08 0.997913 ns
tpch_q05/arrow 325558756 3.2567e+08 0.999657 ns
tpch_q05/parquet 504624940 5.05141e+08 0.998979 ns
tpch_q05/vortex-file-compressed 379551843 3.78238e+08 1.00347 ns
tpch_q06/arrow 25690362 2.59607e+07 0.989587 ns
tpch_q06/parquet 151334797 1.50801e+08 1.00354 ns
tpch_q06/vortex-file-compressed 71190232 6.52746e+07 1.09063 ns
tpch_q07/arrow 623868485 6.31055e+08 0.988611 ns
tpch_q07/parquet 768793181 7.70841e+08 0.997344 ns
tpch_q07/vortex-file-compressed 646228521 6.50893e+08 0.992833 ns
tpch_q08/arrow 269707954 2.73412e+08 0.986453 ns
tpch_q08/parquet 551298277 5.57444e+08 0.988974 ns
tpch_q08/vortex-file-compressed 359162877 3.61058e+08 0.994753 ns
tpch_q09/arrow 488088470 4.82854e+08 1.01084 ns
tpch_q09/parquet 786040941 7.98464e+08 0.984441 ns
tpch_q09/vortex-file-compressed 602616435 6.0579e+08 0.994761 ns
tpch_q10/arrow 265180735 2.60901e+08 1.0164 ns
tpch_q10/parquet 510160423 5.09425e+08 1.00144 ns
tpch_q10/vortex-file-compressed 281571898 2.83051e+08 0.994773 ns
tpch_q11/arrow 136725079 1.38797e+08 0.985073 ns
tpch_q11/parquet 147990537 1.47443e+08 1.00371 ns
tpch_q11/vortex-file-compressed 136374515 1.34036e+08 1.01745 ns
tpch_q12/arrow 184759679 1.82964e+08 1.00982 ns
tpch_q12/parquet 326727056 3.25584e+08 1.00351 ns
tpch_q12/vortex-file-compressed 252645786 2.60808e+08 0.968702 ns
tpch_q13/arrow 166385743 1.68035e+08 0.990183 ns
tpch_q13/parquet 309432622 3.1406e+08 0.985265 ns
tpch_q13/vortex-file-compressed 182780656 1.79007e+08 1.02108 ns
tpch_q14/arrow 38825078 3.75003e+07 1.03533 ns
tpch_q14/parquet 237491549 2.36181e+08 1.00555 ns
tpch_q14/vortex-file-compressed 80999731 7.9851e+07 1.01439 ns
tpch_q15/arrow 69869511 6.82557e+07 1.02364 ns
tpch_q15/parquet 323009420 3.27624e+08 0.985914 ns
tpch_q15/vortex-file-compressed 139155110 1.34481e+08 1.03476 ns
tpch_q16/arrow 99445463 9.88606e+07 1.00592 ns
tpch_q16/parquet 113253693 1.11792e+08 1.01307 ns
tpch_q16/vortex-file-compressed 103926715 1.03176e+08 1.00728 ns
tpch_q17/arrow 627229307 6.20673e+08 1.01056 ns
tpch_q17/parquet 666843247 7.0725e+08 0.942868 ns
tpch_q17/vortex-file-compressed 608305121 6.19487e+08 0.98195 ns
tpch_q18/arrow 1113229393 1.13064e+09 0.984605 ns
tpch_q18/parquet 1345343730 1.33451e+09 1.00812 ns
tpch_q18/vortex-file-compressed 1156332273 1.17145e+09 0.987097 ns
tpch_q19/arrow 152815042 1.50214e+08 1.01731 ns
tpch_q19/parquet 414270625 4.18875e+08 0.989008 ns
tpch_q19/vortex-file-compressed 265546579 1.50768e+08 1.76129 ns
tpch_q20/arrow 176514713 1.80828e+08 0.976145 ns
tpch_q20/parquet 315552811 3.19009e+08 0.989166 ns
tpch_q20/vortex-file-compressed 214198294 2.16685e+08 0.988525 ns
tpch_q21/arrow 989586540 9.96145e+08 0.993417 ns
tpch_q21/parquet 1090573361 1.12573e+09 0.968771 ns
tpch_q21/vortex-file-compressed 991606414 9.90732e+08 1.00088 ns
tpch_q22/arrow 78924879 7.7492e+07 1.01849 ns
tpch_q22/parquet 111475425 1.08957e+08 1.02311 ns
tpch_q22/vortex-file-compressed 84803854 8.50379e+07 0.997248 ns

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Benchmarks: Clickbench

Table of Results
name PR 522dad3 base 1d36132 ratio (PR/base) unit
clickbench_q00/parquet 1912022 1.84216e+06 1.03792 ns
clickbench_q01/parquet 60978045 6.10587e+07 0.99868 ns
clickbench_q02/parquet 118816758 1.17718e+08 1.00934 ns
clickbench_q03/parquet 84519169 8.19706e+07 1.03109 ns
clickbench_q04/parquet 657055433 6.64052e+08 0.989463 ns
clickbench_q05/parquet 831610591 8.30202e+08 1.0017 ns
clickbench_q06/parquet 1936931 1.94516e+06 0.995772 ns
clickbench_q07/parquet 64571778 6.26823e+07 1.03014 ns
clickbench_q08/parquet 740705150 7.45145e+08 0.994042 ns
clickbench_q09/parquet 1047912594 1.04093e+09 1.00671 ns
clickbench_q10/parquet 258793040 2.53184e+08 1.02215 ns
clickbench_q11/parquet 304203559 3.05789e+08 0.994816 ns
clickbench_q12/parquet 846633136 8.15683e+08 1.03794 ns
clickbench_q13/parquet 1069566172 1.06036e+09 1.00868 ns
clickbench_q14/parquet 833977152 8.40992e+08 0.991659 ns
clickbench_q15/parquet 770181431 7.73472e+08 0.995745 ns
clickbench_q16/parquet 1664399395 1.65755e+09 1.00413 ns
clickbench_q17/parquet 1451371064 1.43566e+09 1.01094 ns
clickbench_q18/parquet 3012062144 3.00494e+09 1.00237 ns
clickbench_q19/parquet 65914564 6.41428e+07 1.02762 ns
clickbench_q20/parquet 1196538859 1.19311e+09 1.00287 ns
clickbench_q21/parquet 1455288527 1.42357e+09 1.02228 ns
clickbench_q22/parquet 2441351204 2.44051e+09 1.00034 ns
clickbench_q23/parquet 8249033336 8.32308e+09 0.991104 ns
clickbench_q24/parquet 532386050 5.30821e+08 1.00295 ns
clickbench_q25/parquet 512752946 5.12806e+08 0.999897 ns
clickbench_q26/parquet 584810362 5.90394e+08 0.990543 ns
clickbench_q27/parquet 1596071229 1.61425e+09 0.988738 ns
clickbench_q28/parquet 11535402568 1.15588e+10 0.997972 ns
clickbench_q29/parquet 419045441 4.37618e+08 0.957559 ns
clickbench_q30/parquet 769127040 7.82011e+08 0.983524 ns
clickbench_q31/parquet 801690605 8.33563e+08 0.961764 ns
clickbench_q32/parquet 2729585730 2.8165e+09 0.969141 ns
clickbench_q33/parquet 2823201931 2.88288e+09 0.979301 ns
clickbench_q34/parquet 2801196003 2.81636e+09 0.994615 ns
clickbench_q35/parquet 857220473 8.61993e+08 0.994464 ns
clickbench_q36/parquet 182940205 1.75881e+08 1.04014 ns
clickbench_q37/parquet 88113580 8.66685e+07 1.01667 ns
clickbench_q38/parquet 114207269 1.14515e+08 0.997313 ns
clickbench_q39/parquet 324560353 3.23325e+08 1.00382 ns
clickbench_q40/parquet 50340133 5.106e+07 0.985901 ns
clickbench_q41/parquet 49522499 4.98389e+07 0.993651 ns
clickbench_q42/parquet 67667251 6.78308e+07 0.997588 ns
clickbench_q00/vortex-file-compressed 1994621 2.04523e+06 0.975257 ns
clickbench_q01/vortex-file-compressed 29223213 2.77991e+07 1.05123 ns
clickbench_q02/vortex-file-compressed 90011918 8.96519e+07 1.00402 ns
clickbench_q03/vortex-file-compressed 78403909 8.04188e+07 0.974945 ns
clickbench_q04/vortex-file-compressed 617063356 6.3389e+08 0.973455 ns
clickbench_q05/vortex-file-compressed 647916990 6.45317e+08 1.00403 ns
clickbench_q06/vortex-file-compressed 2114696 2.11042e+06 1.00203 ns
clickbench_q07/vortex-file-compressed 58778017 5.80498e+07 1.01254 ns
clickbench_q08/vortex-file-compressed 757557064 7.59196e+08 0.997841 ns
clickbench_q09/vortex-file-compressed 952185565 9.59783e+08 0.992084 ns
clickbench_q10/vortex-file-compressed 288348863 2.54635e+08 1.1324 ns
clickbench_q11/vortex-file-compressed 354726994 3.09823e+08 1.14494 ns
clickbench_q12/vortex-file-compressed 582086020 5.90131e+08 0.986367 ns
clickbench_q13/vortex-file-compressed 894569393 9.07128e+08 0.986156 ns
clickbench_q14/vortex-file-compressed 599352128 6.00085e+08 0.998779 ns
clickbench_q15/vortex-file-compressed 765409373 7.40349e+08 1.03385 ns
clickbench_q16/vortex-file-compressed 1408524533 1.40387e+09 1.00331 ns
clickbench_q17/vortex-file-compressed 1350401233 1.30415e+09 1.03547 ns
clickbench_q18/vortex-file-compressed 2888211113 2.93385e+09 0.984442 ns
clickbench_q19/vortex-file-compressed 44714826 4.3393e+07 1.03046 ns
clickbench_q20/vortex-file-compressed 492177798 5.0538e+08 0.973877 ns
clickbench_q21/vortex-file-compressed 907260442 7.71493e+08 1.17598 ns
clickbench_q22/vortex-file-compressed 2137212131 1.9305e+09 1.10708 ns
clickbench_q23/vortex-file-compressed 3970725353 4.00298e+09 0.991943 ns
clickbench_q24/vortex-file-compressed 363689668 3.59923e+08 1.01047 ns
clickbench_q25/vortex-file-compressed 316600252 3.22661e+08 0.981215 ns
clickbench_q26/vortex-file-compressed 417355985 4.18232e+08 0.997906 ns
clickbench_q27/vortex-file-compressed 1373286831 1.40692e+09 0.976093 ns
clickbench_q28/vortex-file-compressed 10617915647 1.07256e+10 0.989958 ns
clickbench_q29/vortex-file-compressed 724449835 6.78528e+08 1.06768 ns
clickbench_q30/vortex-file-compressed 589285765 5.9261e+08 0.99439 ns
clickbench_q31/vortex-file-compressed 621155309 6.20059e+08 1.00177 ns
clickbench_q32/vortex-file-compressed 2780437469 2.79847e+09 0.993556 ns
clickbench_q33/vortex-file-compressed 2186921570 2.22569e+09 0.982581 ns
clickbench_q34/vortex-file-compressed 2186183387 2.21627e+09 0.986423 ns
clickbench_q35/vortex-file-compressed 947108258 9.46139e+08 1.00102 ns
clickbench_q36/vortex-file-compressed 427856383 4.57112e+07 9.35999 ns
clickbench_q37/vortex-file-compressed 341417180 4.25824e+07 8.0178 ns
clickbench_q38/vortex-file-compressed 78170526 3.84227e+07 2.03449 ns
clickbench_q39/vortex-file-compressed 233999090 7.27625e+07 3.21593 ns
clickbench_q40/vortex-file-compressed 77588388 2.88393e+07 2.69037 ns
clickbench_q41/vortex-file-compressed 75195785 3.0271e+07 2.48409 ns
clickbench_q42/vortex-file-compressed 92343706 3.35341e+07 2.75372 ns

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Benchmarks: datafusion

Table of Results
name PR 522dad3 base 1d36132 ratio (PR/base) unit
arrow/planning 931953 955104 0.975761 ns
arrow/exec 1.97963e+06 2.01344e+06 0.983208 ns
vortex-compressed/planning 584665 586488 0.996892 ns
vortex-compressed/exec 2.71743e+06 2.71034e+06 1.00262 ns
vortex-uncompressed/planning 588475 585229 1.00555 ns
vortex-uncompressed/exec 1.56222e+06 1.55866e+06 1.00228 ns

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Benchmarks: random_access

Table of Results
name PR 522dad3 base 1d36132 ratio (PR/base) unit
random-access/vortex-tokio-local-disk 2.51063e+06 2.62011e+06 0.958214 ns
random-access/vortex-local-fs 3.15921e+06 3.30901e+06 0.954732 ns
random-access/parquet-tokio-local-disk 2.26959e+08 2.21792e+08 1.02329 ns

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gatesn commented Jan 20, 2025

Hmm, some queries behave really badly here. I think this needs more research. Will close out until we have selection masks that can make more incremental use of selectivity

@gatesn gatesn closed this Jan 20, 2025
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Benchmarks: compress

Table of Results
name PR 000061e base 026610f ratio (PR/base) unit
compress time/taxi 1.58861e+09 1.58859e+09 1.00002 ns
compress time/taxi throughput 0.296366 0.296371 0.999984 bytes/ns
parquet_rs-zstd compress time/taxi 1.81272e+09 1.77489e+09 1.02132 ns
parquet_rs-zstd compress time/taxi throughput 0.259726 0.265262 0.979129 bytes/ns
decompress time/taxi 4.67904e+08 4.72647e+08 0.989965 ns
decompress time/taxi throughput 1.00621 0.996115 1.01014 bytes/ns
parquet_rs-zstd decompress time/taxi 3.11873e+08 3.11428e+08 1.00143 ns
parquet_rs-zstd decompress time/taxi throughput 1.50962 1.51178 0.998574 bytes/ns
compress time/AirlineSentiment 537933 542806 0.991023 ns
compress time/AirlineSentiment throughput 0.00383691 0.00380247 1.00906 bytes/ns
parquet_rs-zstd compress time/AirlineSentiment 56596.4 56509.6 1.00154 ns
parquet_rs-zstd compress time/AirlineSentiment throughput 0.0364687 0.0365248 0.998466 bytes/ns
decompress time/AirlineSentiment 144114 145344 0.991536 ns
decompress time/AirlineSentiment throughput 0.014322 0.0142008 1.00854 bytes/ns
parquet_rs-zstd decompress time/AirlineSentiment 33038.7 32243.6 1.02466 ns
parquet_rs-zstd decompress time/AirlineSentiment throughput 0.0624721 0.0640126 0.975935 bytes/ns
compress time/Arade 2.68996e+09 2.69264e+09 0.999007 ns
compress time/Arade throughput 0.292582 0.292292 1.00099 bytes/ns
parquet_rs-zstd compress time/Arade 3.09136e+09 2.97941e+09 1.03758 ns
parquet_rs-zstd compress time/Arade throughput 0.254592 0.264158 0.963784 bytes/ns
decompress time/Arade 6.8341e+08 6.99178e+08 0.977448 ns
decompress time/Arade throughput 1.15163 1.12566 1.02307 bytes/ns
parquet_rs-zstd decompress time/Arade 6.7617e+08 6.81113e+08 0.992743 ns
parquet_rs-zstd decompress time/Arade throughput 1.16396 1.15551 1.00731 bytes/ns
compress time/Bimbo 1.17877e+10 1.1819e+10 0.997353 ns
compress time/Bimbo throughput 0.604134 0.602535 1.00265 bytes/ns
parquet_rs-zstd compress time/Bimbo 2.29569e+10 2.11679e+10 1.08452 ns
parquet_rs-zstd compress time/Bimbo throughput 0.310205 0.336422 0.922071 bytes/ns
decompress time/Bimbo 4.43038e+09 4.36811e+09 1.01425 ns
decompress time/Bimbo throughput 1.60739 1.6303 0.985946 bytes/ns
parquet_rs-zstd decompress time/Bimbo 3.59554e+09 3.48228e+09 1.03252 ns
parquet_rs-zstd decompress time/Bimbo throughput 1.98061 2.04502 0.968501 bytes/ns
compress time/CMSprovider 1.28961e+10 1.28628e+10 1.00259 ns
compress time/CMSprovider throughput 0.399284 0.400317 0.99742 bytes/ns
parquet_rs-zstd compress time/CMSprovider 1.92395e+10 1.86607e+10 1.03102 ns
parquet_rs-zstd compress time/CMSprovider throughput 0.267636 0.275938 0.969916 bytes/ns
decompress time/CMSprovider 4.43735e+09 4.43332e+09 1.00091 ns
decompress time/CMSprovider throughput 1.16042 1.16148 0.999092 bytes/ns
parquet_rs-zstd decompress time/CMSprovider 5.60087e+09 5.59534e+09 1.00099 ns
parquet_rs-zstd decompress time/CMSprovider throughput 0.919356 0.920266 0.999012 bytes/ns
compress time/Euro2016 2.1607e+09 2.16403e+09 0.998462 ns
compress time/Euro2016 throughput 0.182004 0.181724 1.00154 bytes/ns
parquet_rs-zstd compress time/Euro2016 1.56215e+09 1.54828e+09 1.00896 ns
parquet_rs-zstd compress time/Euro2016 throughput 0.251741 0.253995 0.991124 bytes/ns
decompress time/Euro2016 2.47565e+08 2.50505e+08 0.988266 ns
decompress time/Euro2016 throughput 1.5885 1.56986 1.01187 bytes/ns
parquet_rs-zstd decompress time/Euro2016 4.87831e+08 4.87685e+08 1.0003 ns
parquet_rs-zstd decompress time/Euro2016 throughput 0.806132 0.806372 0.999702 bytes/ns
compress time/Food 1.08146e+09 1.09099e+09 0.991265 ns
compress time/Food throughput 0.30766 0.304972 1.00881 bytes/ns
parquet_rs-zstd compress time/Food 1.09875e+09 1.05425e+09 1.04221 ns
parquet_rs-zstd compress time/Food throughput 0.302818 0.315599 0.959502 bytes/ns
decompress time/Food 1.76064e+08 1.78855e+08 0.984396 ns
decompress time/Food throughput 1.88977 1.86028 1.01585 bytes/ns
parquet_rs-zstd decompress time/Food 2.24067e+08 2.25891e+08 0.991926 ns
parquet_rs-zstd decompress time/Food throughput 1.48492 1.47293 1.00814 bytes/ns
compress time/HashTags 2.51552e+09 2.52615e+09 0.995793 ns
compress time/HashTags throughput 0.319816 0.318471 1.00423 bytes/ns
parquet_rs-zstd compress time/HashTags 2.51101e+09 2.45795e+09 1.02159 ns
parquet_rs-zstd compress time/HashTags throughput 0.32039 0.327306 0.97887 bytes/ns
decompress time/HashTags 4.24011e+08 4.22009e+08 1.00474 ns
decompress time/HashTags throughput 1.89736 1.90636 0.995278 bytes/ns
parquet_rs-zstd decompress time/HashTags 7.82484e+08 7.77957e+08 1.00582 ns
parquet_rs-zstd decompress time/HashTags throughput 1.02814 1.03412 0.994215 bytes/ns
compress time/TPC-H l_comment chunked without fsst 3.00228e+09 2.98388e+09 1.00617 ns
compress time/TPC-H l_comment chunked without fsst throughput 0.0830106 0.0835226 0.993869 bytes/ns
parquet_rs-zstd compress time/TPC-H l_comment chunked without fsst 9.02867e+08 8.99631e+08 1.0036 ns
parquet_rs-zstd compress time/TPC-H l_comment chunked without fsst throughput 0.276034 0.277026 0.996416 bytes/ns
decompress time/TPC-H l_comment chunked without fsst 5.53748e+07 5.61888e+07 0.985514 ns
decompress time/TPC-H l_comment chunked without fsst throughput 4.50063 4.43543 1.0147 bytes/ns
parquet_rs-zstd decompress time/TPC-H l_comment chunked without fsst 2.51676e+08 2.51472e+08 1.00081 ns
parquet_rs-zstd decompress time/TPC-H l_comment chunked without fsst throughput 0.990247 0.991052 0.999188 bytes/ns
compress time/TPC-H l_comment chunked 9.98583e+08 9.97477e+08 1.00111 ns
compress time/TPC-H l_comment chunked throughput 0.249575 0.249852 0.998893 bytes/ns
parquet_rs-zstd compress time/TPC-H l_comment chunked 9.03167e+08 8.99409e+08 1.00418 ns
parquet_rs-zstd compress time/TPC-H l_comment chunked throughput 0.275942 0.277095 0.995839 bytes/ns
decompress time/TPC-H l_comment chunked 1.01799e+08 1.02271e+08 0.995379 ns
decompress time/TPC-H l_comment chunked throughput 2.44817 2.43686 1.00464 bytes/ns
parquet_rs-zstd decompress time/TPC-H l_comment chunked 2.51298e+08 2.52038e+08 0.997065 ns
parquet_rs-zstd decompress time/TPC-H l_comment chunked throughput 0.991738 0.988826 1.00294 bytes/ns
compress time/TPC-H l_comment canonical 9.97166e+08 1.00482e+09 0.99238 ns
compress time/TPC-H l_comment canonical throughput 0.249929 0.248025 1.00768 bytes/ns
parquet_rs-zstd compress time/TPC-H l_comment canonical 9.05327e+08 9.01385e+08 1.00437 ns
parquet_rs-zstd compress time/TPC-H l_comment canonical throughput 0.275283 0.276487 0.995645 bytes/ns
decompress time/TPC-H l_comment canonical 1.01494e+08 1.0226e+08 0.992511 ns
decompress time/TPC-H l_comment canonical throughput 2.45552 2.43713 1.00755 bytes/ns
parquet_rs-zstd decompress time/TPC-H l_comment canonical 2.50781e+08 2.51829e+08 0.995838 ns
parquet_rs-zstd decompress time/TPC-H l_comment canonical throughput 0.993779 0.989643 1.00418 bytes/ns

@gatesn gatesn reopened this Jan 23, 2025
@gatesn gatesn added the benchmark Run benchmarks on this branch label Jan 23, 2025
@github-actions github-actions bot removed the benchmark Run benchmarks on this branch label Jan 23, 2025
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