cyb70289 edited a comment on pull request #10098: URL: https://github.com/apache/arrow/pull/10098#issuecomment-822991888
Benchmark diff of all computer kernels, skylake, clang-9. Removed tests with less than 10% deviation. Full log attached [bench.log](https://github.com/apache/arrow/files/6340935/bench.log) ``` $ archery benchmark diff --suite-filter="arrow-compute.*" --cc=clang-9 --cxx=clang++-9 ------------------------------------------------------------------------------------------------------------- Non-regressions: (1022) ------------------------------------------------------------------------------------------------------------- benchmark baseline contender change % // Big improvement for scalar arithmetic kernels ArrayScalarKernel<AddChecked, UInt8Type>/1048576/0 349.774 MiB/sec 1.747 GiB/sec 411.453 ArrayScalarKernel<AddChecked, Int32Type>/1048576/0 1.376 GiB/sec 6.769 GiB/sec 391.759 ArrayScalarKernel<AddChecked, UInt32Type>/1048576/0 1.394 GiB/sec 6.826 GiB/sec 389.795 ArrayScalarKernel<SubtractChecked, UInt32Type>/1048576/0 1.398 GiB/sec 6.777 GiB/sec 384.917 ArrayScalarKernel<SubtractChecked, Int32Type>/1048576/0 1.418 GiB/sec 6.772 GiB/sec 377.701 ArrayScalarKernel<MultiplyChecked, UInt64Type>/1048576/0 2.007 GiB/sec 8.868 GiB/sec 341.724 ArrayScalarKernel<SubtractChecked, Int8Type>/1048576/0 366.740 MiB/sec 1.505 GiB/sec 320.282 ArrayScalarKernel<AddChecked, Int64Type>/1048576/0 2.661 GiB/sec 11.028 GiB/sec 314.509 ArrayScalarKernel<AddChecked, UInt64Type>/1048576/0 2.664 GiB/sec 11.040 GiB/sec 314.463 ArrayScalarKernel<SubtractChecked, UInt64Type>/1048576/0 2.664 GiB/sec 11.029 GiB/sec 314.009 ArrayScalarKernel<MultiplyChecked, Int64Type>/1048576/0 2.664 GiB/sec 11.003 GiB/sec 313.000 ArrayScalarKernel<SubtractChecked, Int64Type>/1048576/0 2.669 GiB/sec 10.977 GiB/sec 311.283 ArrayScalarKernel<MultiplyChecked, UInt8Type>/1048576/0 337.150 MiB/sec 1.178 GiB/sec 257.666 ArrayScalarKernel<MultiplyChecked, Int8Type>/1048576/0 337.496 MiB/sec 1.177 GiB/sec 257.252 ArrayScalarKernel<SubtractChecked, UInt16Type>/1048576/0 700.270 MiB/sec 2.340 GiB/sec 242.181 ArrayScalarKernel<SubtractChecked, Int16Type>/1048576/0 704.317 MiB/sec 2.341 GiB/sec 240.410 ArrayScalarKernel<SubtractChecked, UInt8Type>/1048576/0 354.861 MiB/sec 1.179 GiB/sec 240.318 ArrayScalarKernel<AddChecked, Int16Type>/1048576/0 708.315 MiB/sec 2.345 GiB/sec 238.971 ArrayScalarKernel<MultiplyChecked, Int16Type>/1048576/0 709.473 MiB/sec 2.345 GiB/sec 238.434 ArrayScalarKernel<MultiplyChecked, Int32Type>/1048576/0 1.378 GiB/sec 4.626 GiB/sec 235.769 ArrayScalarKernel<AddChecked, UInt16Type>/1048576/0 716.639 MiB/sec 2.347 GiB/sec 235.301 ArrayScalarKernel<AddChecked, Int8Type>/1048576/0 360.752 MiB/sec 1.178 GiB/sec 234.405 ArrayScalarKernel<MultiplyChecked, UInt32Type>/1048576/0 1.394 GiB/sec 4.615 GiB/sec 231.130 ArrayScalarKernel<AddChecked, UInt8Type>/1048576/100 282.095 MiB/sec 833.895 MiB/sec 195.608 ArrayScalarKernel<SubtractChecked, UInt32Type>/1048576/100 1.257 GiB/sec 3.402 GiB/sec 170.611 ArrayScalarKernel<AddChecked, UInt32Type>/1048576/100 1.250 GiB/sec 3.334 GiB/sec 166.715 ArrayScalarKernel<MultiplyChecked, UInt64Type>/1048576/100 1.940 GiB/sec 5.131 GiB/sec 164.530 ArrayScalarKernel<AddChecked, Int64Type>/1048576/100 2.490 GiB/sec 6.560 GiB/sec 163.506 ArrayScalarKernel<SubtractChecked, Int32Type>/1048576/100 1.242 GiB/sec 3.265 GiB/sec 162.862 ArrayScalarKernel<SubtractChecked, UInt64Type>/1048576/100 2.500 GiB/sec 6.570 GiB/sec 162.842 ArrayScalarKernel<AddChecked, Int32Type>/1048576/100 1.300 GiB/sec 3.374 GiB/sec 159.518 ArrayScalarKernel<AddChecked, UInt64Type>/1048576/100 2.487 GiB/sec 6.454 GiB/sec 159.469 ArrayScalarKernel<AddChecked, UInt16Type>/1048576/100 613.857 MiB/sec 1.538 GiB/sec 156.520 ArrayScalarKernel<MultiplyChecked, Int64Type>/1048576/100 2.487 GiB/sec 6.377 GiB/sec 156.476 ArrayScalarKernel<SubtractChecked, Int64Type>/1048576/100 2.485 GiB/sec 6.348 GiB/sec 155.494 ArrayScalarKernel<MultiplyChecked, Int32Type>/1048576/100 1.186 GiB/sec 3.005 GiB/sec 153.449 ArrayScalarKernel<MultiplyChecked, UInt16Type>/1048576/0 719.088 MiB/sec 1.768 GiB/sec 151.795 ArrayScalarKernel<SubtractChecked, Int16Type>/1048576/100 616.207 MiB/sec 1.504 GiB/sec 149.924 ArrayScalarKernel<SubtractChecked, UInt8Type>/1048576/100 313.662 MiB/sec 781.336 MiB/sec 149.101 ArrayScalarKernel<SubtractChecked, UInt16Type>/1048576/100 634.606 MiB/sec 1.535 GiB/sec 147.738 ArrayScalarKernel<AddChecked, Int16Type>/1048576/100 635.095 MiB/sec 1.503 GiB/sec 142.399 ArrayScalarKernel<SubtractChecked, Int8Type>/1048576/100 326.252 MiB/sec 788.643 MiB/sec 141.728 ArrayScalarKernel<MultiplyChecked, UInt8Type>/1048576/100 296.782 MiB/sec 712.569 MiB/sec 140.099 ArrayScalarKernel<MultiplyChecked, Int16Type>/1048576/100 647.690 MiB/sec 1.499 GiB/sec 136.932 ArrayScalarKernel<AddChecked, Int8Type>/1048576/100 327.534 MiB/sec 775.919 MiB/sec 136.897 ArrayScalarKernel<Divide, Int8Type>/1048576/0 208.195 MiB/sec 487.420 MiB/sec 134.117 ArrayScalarKernel<MultiplyChecked, Int8Type>/1048576/100 310.126 MiB/sec 718.038 MiB/sec 131.531 ArrayScalarKernel<Divide, UInt32Type>/1048576/0 970.831 MiB/sec 2.174 GiB/sec 129.285 ArrayScalarKernel<Divide, UInt16Type>/1048576/0 488.664 MiB/sec 1.087 GiB/sec 127.734 ArrayScalarKernel<MultiplyChecked, UInt32Type>/1048576/100 1.161 GiB/sec 2.622 GiB/sec 125.901 ArrayScalarKernel<Divide, Int32Type>/1048576/0 861.831 MiB/sec 1.891 GiB/sec 124.636 FilterRecordBatchNoNulls/100/10 2.638 GiB/sec 5.790 GiB/sec 119.457 ArrayScalarKernel<MultiplyChecked, UInt16Type>/1048576/100 588.209 MiB/sec 1.160 GiB/sec 101.878 ArrayScalarKernel<Divide, UInt32Type>/1048576/100 818.218 MiB/sec 1.570 GiB/sec 96.480 ArrayScalarKernel<Divide, Int8Type>/1048576/100 197.748 MiB/sec 373.719 MiB/sec 88.987 ArrayScalarKernel<Divide, Int16Type>/1048576/0 522.489 MiB/sec 973.035 MiB/sec 86.231 ArrayScalarKernel<Divide, UInt8Type>/1048576/0 303.411 MiB/sec 561.742 MiB/sec 85.142 ArrayScalarKernel<DivideChecked, UInt16Type>/1048576/0 611.330 MiB/sec 1.096 GiB/sec 83.519 ArrayScalarKernel<Divide, Int32Type>/1048576/100 824.261 MiB/sec 1.474 GiB/sec 83.157 ArrayScalarKernel<DivideChecked, UInt32Type>/1048576/0 1.149 GiB/sec 2.022 GiB/sec 75.941 ArrayScalarKernel<Divide, UInt16Type>/1048576/100 438.420 MiB/sec 762.859 MiB/sec 74.002 ArrayScalarKernel<Divide, UInt8Type>/1048576/100 242.966 MiB/sec 413.023 MiB/sec 69.992 ArrayScalarKernel<Divide, Int16Type>/1048576/100 465.203 MiB/sec 757.562 MiB/sec 62.845 ArrayScalarKernel<DivideChecked, UInt32Type>/1048576/100 948.407 MiB/sec 1.441 GiB/sec 55.582 ArrayScalarKernel<DivideChecked, UInt8Type>/1048576/0 332.761 MiB/sec 514.054 MiB/sec 54.482 FilterRecordBatchNoNulls/100/4 2.512 GiB/sec 3.879 GiB/sec 54.422 MinMaxKernelInt16/1048576/1 39.612 GiB/sec 60.771 GiB/sec 53.417 FilterRecordBatchWithNulls/100/9 4.477 GiB/sec 6.698 GiB/sec 49.612 ArrayScalarKernel<DivideChecked, UInt16Type>/1048576/100 521.495 MiB/sec 761.777 MiB/sec 46.075 ArrayScalarKernel<Divide, UInt64Type>/1048576/0 937.700 MiB/sec 1.327 GiB/sec 44.893 ArrayArrayKernel<MultiplyChecked, UInt32Type>/1048576/0 674.480 MiB/sec 958.659 MiB/sec 42.133 ArrayArrayKernel<SubtractChecked, Int16Type>/1048576/0 338.890 MiB/sec 479.176 MiB/sec 41.396 ArrayArrayKernel<AddChecked, Int16Type>/1048576/0 339.763 MiB/sec 479.439 MiB/sec 41.109 ArrayArrayKernel<AddChecked, Int32Type>/1048576/0 676.750 MiB/sec 954.291 MiB/sec 41.011 ArrayArrayKernel<SubtractChecked, Int32Type>/1048576/0 676.800 MiB/sec 954.080 MiB/sec 40.969 ArrayArrayKernel<MultiplyChecked, Int32Type>/1048576/0 678.729 MiB/sec 954.374 MiB/sec 40.612 ArrayArrayKernel<SubtractChecked, Int64Type>/1048576/0 1.322 GiB/sec 1.851 GiB/sec 40.030 ArrayArrayKernel<AddChecked, Int64Type>/1048576/0 1.322 GiB/sec 1.851 GiB/sec 40.007 ArrayArrayKernel<SubtractChecked, UInt8Type>/1048576/0 169.620 MiB/sec 236.246 MiB/sec 39.280 ArrayArrayKernel<AddChecked, UInt16Type>/1048576/0 339.027 MiB/sec 471.381 MiB/sec 39.040 ArrayArrayKernel<SubtractChecked, UInt32Type>/1048576/0 675.001 MiB/sec 938.000 MiB/sec 38.963 ArrayArrayKernel<MultiplyChecked, Int8Type>/1048576/0 166.941 MiB/sec 231.713 MiB/sec 38.800 ArrayArrayKernel<SubtractChecked, UInt16Type>/1048576/0 339.110 MiB/sec 470.670 MiB/sec 38.795 ArrayArrayKernel<SubtractChecked, Int8Type>/1048576/0 169.938 MiB/sec 235.311 MiB/sec 38.469 ArrayArrayKernel<AddChecked, UInt8Type>/1048576/0 170.228 MiB/sec 235.584 MiB/sec 38.393 ArrayArrayKernel<AddChecked, UInt32Type>/1048576/0 678.413 MiB/sec 938.478 MiB/sec 38.334 ArrayArrayKernel<MultiplyChecked, Int16Type>/1048576/0 340.105 MiB/sec 470.034 MiB/sec 38.203 ArrayArrayKernel<MultiplyChecked, UInt16Type>/1048576/0 339.876 MiB/sec 469.177 MiB/sec 38.043 ArrayArrayKernel<MultiplyChecked, UInt64Type>/1048576/0 1.301 GiB/sec 1.795 GiB/sec 37.992 ArrayArrayKernel<SubtractChecked, UInt64Type>/1048576/0 1.320 GiB/sec 1.820 GiB/sec 37.871 ArrayArrayKernel<AddChecked, UInt64Type>/1048576/0 1.321 GiB/sec 1.818 GiB/sec 37.610 ArrayArrayKernel<MultiplyChecked, Int64Type>/1048576/0 1.318 GiB/sec 1.812 GiB/sec 37.487 ArrayArrayKernel<AddChecked, Int8Type>/1048576/0 171.415 MiB/sec 234.567 MiB/sec 36.841 ArrayArrayKernel<Divide, UInt16Type>/1048576/0 342.233 MiB/sec 467.884 MiB/sec 36.715 ArrayArrayKernel<MultiplyChecked, UInt8Type>/1048576/0 170.257 MiB/sec 232.121 MiB/sec 36.336 ArrayScalarKernel<Divide, UInt64Type>/1048576/100 855.306 MiB/sec 1.130 GiB/sec 35.229 ArrayArrayKernel<Divide, UInt32Type>/1048576/0 693.181 MiB/sec 926.563 MiB/sec 33.668 ArrayArrayKernel<Divide, Int16Type>/1048576/0 345.203 MiB/sec 454.299 MiB/sec 31.604 ArrayArrayKernel<Divide, Int32Type>/1048576/0 686.166 MiB/sec 902.149 MiB/sec 31.477 ArrayArrayKernel<Divide, UInt8Type>/1048576/0 178.432 MiB/sec 233.546 MiB/sec 30.888 ArrayArrayKernel<Divide, Int8Type>/1048576/0 174.181 MiB/sec 227.417 MiB/sec 30.564 ArrayScalarKernel<DivideChecked, UInt8Type>/1048576/100 294.850 MiB/sec 379.794 MiB/sec 28.810 FilterStringFilterNoNulls/1048576/3 3.229 GiB/sec 4.156 GiB/sec 28.713 ArrayScalarKernel<Add, UInt8Type>/1048576/100 1.738 GiB/sec 2.221 GiB/sec 27.803 ArrayScalarKernel<Add, UInt8Type>/1048576/0 1.750 GiB/sec 2.229 GiB/sec 27.325 ArrayScalarKernel<DivideChecked, Int16Type>/1048576/0 488.198 MiB/sec 610.351 MiB/sec 25.021 ArrayScalarKernel<Divide, Int64Type>/1048576/0 896.636 MiB/sec 1.092 GiB/sec 24.768 ArrayScalarKernel<DivideChecked, UInt64Type>/1048576/100 906.612 MiB/sec 1.079 GiB/sec 21.887 ArrayScalarKernel<DivideChecked, UInt64Type>/1048576/0 1008.802 MiB/sec 1.190 GiB/sec 20.807 ArrayScalarKernel<Divide, Int64Type>/1048576/100 831.512 MiB/sec 997.169 MiB/sec 19.922 ArrayArrayKernel<Divide, Int32Type>/1048576/100 702.645 MiB/sec 842.239 MiB/sec 19.867 UniqueUInt8/4 186.220 MiB/sec 222.854 MiB/sec 19.672 TakeStringRandomIndicesWithNulls/1048576/0 22.605M items/sec 26.930M items/sec 19.135 UniqueUInt8/3 390.698 MiB/sec 464.741 MiB/sec 18.952 FilterRecordBatchNoNulls/100/14 1.940 GiB/sec 2.277 GiB/sec 17.412 FilterRecordBatchNoNulls/100/11 1.942 GiB/sec 2.276 GiB/sec 17.215 NthToIndicesInt64/32768/10/min_time:1.000 1.491 GiB/sec 1.744 GiB/sec 16.962 ArrayScalarKernel<Divide, FloatType>/1048576/100 4.005 GiB/sec 4.674 GiB/sec 16.705 ArrayArrayKernel<Divide, Int16Type>/1048576/100 363.674 MiB/sec 422.799 MiB/sec 16.258 FilterRecordBatchNoNulls/50/14 2.677 GiB/sec 3.099 GiB/sec 15.755 FilterInt64FilterNoNulls/1048576/5 9.471 GiB/sec 10.962 GiB/sec 15.742 ArrayScalarKernel<DivideChecked, Int32Type>/1048576/100 795.621 MiB/sec 920.398 MiB/sec 15.683 ArrayArrayKernel<DivideChecked, Int8Type>/1048576/100 180.839 MiB/sec 209.135 MiB/sec 15.647 FilterRecordBatchNoNulls/50/11 2.670 GiB/sec 3.077 GiB/sec 15.266 ArrayArrayKernel<Divide, UInt64Type>/1048576/100 815.618 MiB/sec 938.747 MiB/sec 15.096 FilterInt64FilterNoNulls/1048576/8 9.134 GiB/sec 10.510 GiB/sec 15.063 TakeStringRandomIndicesNoNulls/1048576/10 20.446M items/sec 23.519M items/sec 15.030 FilterRecordBatchNoNulls/100/5 1.968 GiB/sec 2.262 GiB/sec 14.965 ArrayScalarKernel<DivideChecked, Int16Type>/1048576/100 443.189 MiB/sec 508.942 MiB/sec 14.836 FilterRecordBatchNoNulls/100/8 1.973 GiB/sec 2.265 GiB/sec 14.770 FilterRecordBatchNoNulls/50/2 2.685 GiB/sec 3.081 GiB/sec 14.742 FilterInt64FilterNoNulls/1048576/11 9.234 GiB/sec 10.584 GiB/sec 14.620 FilterInt64FilterNoNulls/1048576/14 9.234 GiB/sec 10.572 GiB/sec 14.493 FilterRecordBatchNoNulls/100/2 1.988 GiB/sec 2.272 GiB/sec 14.321 TakeStringRandomIndicesNoNulls/1048576/1000 19.784M items/sec 22.521M items/sec 13.835 FilterRecordBatchNoNulls/50/5 2.713 GiB/sec 3.088 GiB/sec 13.803 FilterRecordBatchNoNulls/50/8 2.716 GiB/sec 3.087 GiB/sec 13.639 MinMaxKernelInt32/1048576/0 41.909 GiB/sec 47.490 GiB/sec 13.318 ArrayArrayKernel<Divide, UInt64Type>/1048576/0 943.436 MiB/sec 1.040 GiB/sec 12.839 NthToIndicesInt64/32768/2/min_time:1.000 1.686 GiB/sec 1.899 GiB/sec 12.654 ArrayArrayKernel<DivideChecked, Int16Type>/1048576/100 364.192 MiB/sec 410.070 MiB/sec 12.597 ArrayArrayKernel<Divide, Int64Type>/1048576/0 760.960 MiB/sec 856.098 MiB/sec 12.502 ModeKernelWide<Int32Type>/1048576/0 59.513 MiB/sec 66.945 MiB/sec 12.487 FilterRecordBatchWithNulls/100/11 1.563 GiB/sec 1.755 GiB/sec 12.316 NthToIndicesInt64/32768/10000/min_time:1.000 1.051 GiB/sec 1.179 GiB/sec 12.216 FilterRecordBatchWithNulls/100/5 1.574 GiB/sec 1.765 GiB/sec 12.115 ModeKernelWide<Int32Type>/1048576/100 59.339 MiB/sec 66.525 MiB/sec 12.110 ArrayArrayKernel<DivideChecked, UInt64Type>/1048576/100 872.643 MiB/sec 978.159 MiB/sec 12.092 ModeKernelWide<Int32Type>/1048576/10000 59.369 MiB/sec 66.402 MiB/sec 11.846 FilterRecordBatchWithNulls/100/4 2.433 GiB/sec 2.720 GiB/sec 11.803 FilterRecordBatchWithNulls/100/8 1.581 GiB/sec 1.766 GiB/sec 11.726 ArrayArrayKernel<DivideChecked, Int16Type>/1048576/0 420.097 MiB/sec 468.641 MiB/sec 11.555 FilterRecordBatchWithNulls/100/14 1.581 GiB/sec 1.754 GiB/sec 10.963 ModeKernelWide<Int32Type>/1048576/10 64.052 MiB/sec 70.965 MiB/sec 10.792 FilterFSLInt64FilterNoNulls/1048576/2 8.509 GiB/sec 9.396 GiB/sec 10.424 FilterRecordBatchWithNulls/100/2 1.588 GiB/sec 1.752 GiB/sec 10.315 // ...... // Remove tests within 10% deviation // ...... ------------------------------------------------------------------------------------------------------------- Regressions: (69) ------------------------------------------------------------------------------------------------------------- benchmark baseline contender change % // ...... // Remove tests within 10% deviation // ...... ArraySortIndicesInt64Narrow/32768/1 3.471 GiB/sec 3.120 GiB/sec -10.114 FilterStringFilterNoNulls/1048576/8 16.955 GiB/sec 15.227 GiB/sec -10.194 FilterStringFilterWithNulls/1048576/10 1.110 GiB/sec 1020.087 MiB/sec -10.275 MinMaxKernelInt64/1048576/2 1.848 GiB/sec 1.654 GiB/sec -10.495 MinMaxKernelInt16/1048576/0 49.493 GiB/sec 44.193 GiB/sec -10.708 FilterStringFilterWithNulls/1048576/9 895.776 MiB/sec 798.304 MiB/sec -10.881 SumKernelInt32/1048576/0 47.880 GiB/sec 42.591 GiB/sec -11.046 FilterRecordBatchNoNulls/100/3 6.567 GiB/sec 5.826 GiB/sec -11.272 MinMaxKernelInt64/1048576/10000 32.208 GiB/sec 28.189 GiB/sec -12.478 IsAlphaNumericUnicode 815.958 MiB/sec 713.851 MiB/sec -12.514 MinMaxKernelInt8/1048576/0 48.010 GiB/sec 41.938 GiB/sec -12.646 ArrayArrayKernel<DivideChecked, Int64Type>/1048576/0 832.842 MiB/sec 721.932 MiB/sec -13.317 FilterRecordBatchNoNulls/100/0 6.589 GiB/sec 5.628 GiB/sec -14.597 FilterFSLInt64FilterWithNulls/1048576/8 5.738 GiB/sec 4.605 GiB/sec -19.749 FilterFSLInt64FilterWithNulls/1048576/5 5.763 GiB/sec 4.618 GiB/sec -19.864 FilterFSLInt64FilterWithNulls/1048576/11 5.658 GiB/sec 4.521 GiB/sec -20.102 FilterFSLInt64FilterWithNulls/1048576/2 5.859 GiB/sec 4.657 GiB/sec -20.507 FilterFSLInt64FilterWithNulls/1048576/14 5.515 GiB/sec 4.377 GiB/sec -20.636 ArrayScalarKernel<Add, Int8Type>/1048576/100 2.199 GiB/sec 1.737 GiB/sec -21.005 ArrayScalarKernel<Add, Int8Type>/1048576/0 2.227 GiB/sec 1.754 GiB/sec -21.251 FilterStringFilterNoNulls/1048576/11 14.952 GiB/sec 11.585 GiB/sec -22.518 CastDoubleToInt32Safe/1048576/10 524.464M items/sec 384.396M items/sec -26.707 FilterStringFilterNoNulls/1048576/14 1.888 GiB/sec 1.381 GiB/sec -26.848 CastDoubleToInt32Safe/1048576/2 524.420M items/sec 383.502M items/sec -26.871 // Regression for MinMax 100% null case, not very useful MinMaxKernelDouble/1048576/1 199.396 GiB/sec 138.520 GiB/sec -30.530 MinMaxKernelInt64/1048576/1 216.727 GiB/sec 148.518 GiB/sec -31.473 // Big regression for some filter kernels, needs further investigation FilterRecordBatchWithNulls/100/7 4.803 GiB/sec 3.138 GiB/sec -34.672 FilterRecordBatchWithNulls/100/13 5.190 GiB/sec 3.322 GiB/sec -35.993 FilterRecordBatchWithNulls/100/10 4.961 GiB/sec 2.861 GiB/sec -42.334 FilterRecordBatchNoNulls/100/6 6.517 GiB/sec 3.660 GiB/sec -43.833 FilterRecordBatchNoNulls/100/1 4.680 GiB/sec 2.441 GiB/sec -47.857 FilterRecordBatchWithNulls/100/3 6.429 GiB/sec 3.267 GiB/sec -49.184 FilterRecordBatchNoNulls/100/12 6.543 GiB/sec 3.002 GiB/sec -54.117 FilterRecordBatchWithNulls/100/1 5.236 GiB/sec 2.375 GiB/sec -54.651 FilterRecordBatchWithNulls/100/12 6.436 GiB/sec 2.914 GiB/sec -54.726 FilterRecordBatchNoNulls/100/13 5.180 GiB/sec 2.339 GiB/sec -54.850 ``` -- This is an automated message from the Apache Git Service. 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