llama90 commented on issue #39664:
URL: https://github.com/apache/arrow/issues/39664#issuecomment-2026465302
I checked the benchmarks to confirm the metrics for the Acero.
#### aggregate
<details><summary>result</summary>
```
Unable to determine clock rate from sysctl: hw.cpufrequency: No such file or
directory
This does not affect benchmark measurements, only the metadata output.
***WARNING*** Failed to set thread affinity. Estimated CPU frequency may be
incorrect.
2024-03-29T10:46:37+09:00
Running
/Users/lama/workspace/arrow-new/cpp/cmake-build-debug/debug/arrow-acero-aggregate-benchmark
Run on (10 X 24 MHz CPU s)
CPU Caches:
L1 Data 64 KiB
L1 Instruction 128 KiB
L2 Unified 4096 KiB (x10)
Load Average: 10.42, 6.31, 4.95
***WARNING*** Library was built as DEBUG. Timings may be affected.
------------------------------------------------------------------------------------------------------------------
Benchmark Time
CPU Iterations UserCounters...
------------------------------------------------------------------------------------------------------------------
SumDoublesGroupedByTinyStringSet/1048576/10000 141217 us
140549 us 5 items_per_second=7.46058M/s null_percent=0.01
size=1.04858M
SumDoublesGroupedByTinyStringSet/1048576/100 138716 us
137970 us 5 items_per_second=7.60005M/s null_percent=1 size=1.04858M
SumDoublesGroupedByTinyStringSet/1048576/10 136860 us
136305 us 5 items_per_second=7.69284M/s null_percent=10 size=1.04858M
SumDoublesGroupedByTinyStringSet/1048576/2 138674 us
138191 us 5 items_per_second=7.58785M/s null_percent=50 size=1.04858M
SumDoublesGroupedByTinyStringSet/1048576/1 127168 us
126348 us 5 items_per_second=8.29911M/s null_percent=100
size=1.04858M
SumDoublesGroupedByTinyStringSet/1048576/0 135041 us
134478 us 5 items_per_second=7.7974M/s null_percent=0 size=1.04858M
SumDoublesGroupedBySmallStringSet/1048576/10000 142012 us
141410 us 5 items_per_second=7.41514M/s null_percent=0.01
size=1.04858M
SumDoublesGroupedBySmallStringSet/1048576/100 143594 us
142815 us 5 items_per_second=7.34221M/s null_percent=1 size=1.04858M
SumDoublesGroupedBySmallStringSet/1048576/10 143540 us
142815 us 5 items_per_second=7.34221M/s null_percent=10 size=1.04858M
SumDoublesGroupedBySmallStringSet/1048576/2 142985 us
142317 us 5 items_per_second=7.36788M/s null_percent=50 size=1.04858M
SumDoublesGroupedBySmallStringSet/1048576/1 132533 us
131926 us 5 items_per_second=7.94821M/s null_percent=100
size=1.04858M
SumDoublesGroupedBySmallStringSet/1048576/0 141860 us
141376 us 5 items_per_second=7.41691M/s null_percent=0 size=1.04858M
SumDoublesGroupedByMediumStringSet/1048576/10000 146089 us
145510 us 5 items_per_second=7.20623M/s null_percent=0.01
size=1.04858M
SumDoublesGroupedByMediumStringSet/1048576/100 146031 us
145540 us 5 items_per_second=7.20474M/s null_percent=1 size=1.04858M
SumDoublesGroupedByMediumStringSet/1048576/10 148082 us
147657 us 5 items_per_second=7.10143M/s null_percent=10 size=1.04858M
SumDoublesGroupedByMediumStringSet/1048576/2 146247 us
145809 us 5 items_per_second=7.19142M/s null_percent=50 size=1.04858M
SumDoublesGroupedByMediumStringSet/1048576/1 135779 us
135361 us 5 items_per_second=7.74653M/s null_percent=100
size=1.04858M
SumDoublesGroupedByMediumStringSet/1048576/0 145204 us
144713 us 5 items_per_second=7.24592M/s null_percent=0 size=1.04858M
SumDoublesGroupedByTinyIntegerSet/1048576/10000 49864 us
49652 us 14 items_per_second=21.1185M/s null_percent=0.01
size=1.04858M
SumDoublesGroupedByTinyIntegerSet/1048576/100 50347 us
50175 us 14 items_per_second=20.8984M/s null_percent=1 size=1.04858M
SumDoublesGroupedByTinyIntegerSet/1048576/10 50424 us
50257 us 14 items_per_second=20.8644M/s null_percent=10 size=1.04858M
SumDoublesGroupedByTinyIntegerSet/1048576/2 50463 us
50295 us 14 items_per_second=20.8485M/s null_percent=50 size=1.04858M
SumDoublesGroupedByTinyIntegerSet/1048576/1 39931 us
39796 us 18 items_per_second=26.3489M/s null_percent=100 size=1.04858M
SumDoublesGroupedByTinyIntegerSet/1048576/0 49408 us
49259 us 14 items_per_second=21.2871M/s null_percent=0 size=1.04858M
SumDoublesGroupedBySmallIntegerSet/1048576/10000 50456 us
50303 us 14 items_per_second=20.845M/s null_percent=0.01 size=1.04858M
SumDoublesGroupedBySmallIntegerSet/1048576/100 51221 us
50999 us 14 items_per_second=20.5607M/s null_percent=1 size=1.04858M
SumDoublesGroupedBySmallIntegerSet/1048576/10 51516 us
51267 us 14 items_per_second=20.4534M/s null_percent=10 size=1.04858M
SumDoublesGroupedBySmallIntegerSet/1048576/2 52198 us
51930 us 14 items_per_second=20.1919M/s null_percent=50 size=1.04858M
SumDoublesGroupedBySmallIntegerSet/1048576/1 41089 us
40844 us 17 items_per_second=25.6729M/s null_percent=100 size=1.04858M
SumDoublesGroupedBySmallIntegerSet/1048576/0 50434 us
50209 us 14 items_per_second=20.8843M/s null_percent=0 size=1.04858M
SumDoublesGroupedByMediumIntegerSet/1048576/10000 51453 us
51290 us 14 items_per_second=20.4439M/s null_percent=0.01
size=1.04858M
SumDoublesGroupedByMediumIntegerSet/1048576/100 52066 us
51894 us 13 items_per_second=20.2062M/s null_percent=1 size=1.04858M
SumDoublesGroupedByMediumIntegerSet/1048576/10 52110 us
51954 us 13 items_per_second=20.1827M/s null_percent=10 size=1.04858M
SumDoublesGroupedByMediumIntegerSet/1048576/2 52426 us
52033 us 13 items_per_second=20.152M/s null_percent=50 size=1.04858M
SumDoublesGroupedByMediumIntegerSet/1048576/1 41699 us
41578 us 17 items_per_second=25.2193M/s null_percent=100 size=1.04858M
SumDoublesGroupedByMediumIntegerSet/1048576/0 51220 us
51029 us 14 items_per_second=20.5488M/s null_percent=0 size=1.04858M
SumDoublesGroupedByTinyIntStringPairSet/1048576/10000 144850 us
144388 us 5 items_per_second=7.26219M/s null_percent=0.01
size=1.04858M
SumDoublesGroupedByTinyIntStringPairSet/1048576/100 145429 us
145012 us 5 items_per_second=7.23095M/s null_percent=1 size=1.04858M
SumDoublesGroupedByTinyIntStringPairSet/1048576/10 145282 us
144846 us 5 items_per_second=7.23925M/s null_percent=10 size=1.04858M
SumDoublesGroupedByTinyIntStringPairSet/1048576/2 147085 us
146678 us 5 items_per_second=7.14885M/s null_percent=50 size=1.04858M
SumDoublesGroupedByTinyIntStringPairSet/1048576/1 135086 us
134658 us 5 items_per_second=7.78695M/s null_percent=100
size=1.04858M
SumDoublesGroupedByTinyIntStringPairSet/1048576/0 145420 us
144870 us 5 items_per_second=7.23803M/s null_percent=0 size=1.04858M
SumDoublesGroupedBySmallIntStringPairSet/1048576/10000 159243 us
154003 us 5 items_per_second=6.80879M/s null_percent=0.01
size=1.04858M
SumDoublesGroupedBySmallIntStringPairSet/1048576/100 155963 us
155373 us 4 items_per_second=6.74876M/s null_percent=1 size=1.04858M
SumDoublesGroupedBySmallIntStringPairSet/1048576/10 154602 us
153872 us 4 items_per_second=6.8146M/s null_percent=10 size=1.04858M
SumDoublesGroupedBySmallIntStringPairSet/1048576/2 154586 us
153644 us 5 items_per_second=6.82472M/s null_percent=50 size=1.04858M
SumDoublesGroupedBySmallIntStringPairSet/1048576/1 144053 us
143253 us 5 items_per_second=7.31975M/s null_percent=100
size=1.04858M
SumDoublesGroupedBySmallIntStringPairSet/1048576/0 153589 us
152334 us 5 items_per_second=6.8834M/s null_percent=0 size=1.04858M
SumDoublesGroupedByMediumIntStringPairSet/1048576/10000 157382 us
156813 us 4 items_per_second=6.68679M/s null_percent=0.01
size=1.04858M
SumDoublesGroupedByMediumIntStringPairSet/1048576/100 162298 us
161157 us 4 items_per_second=6.50657M/s null_percent=1 size=1.04858M
SumDoublesGroupedByMediumIntStringPairSet/1048576/10 162633 us
159954 us 4 items_per_second=6.55548M/s null_percent=10 size=1.04858M
SumDoublesGroupedByMediumIntStringPairSet/1048576/2 158380 us
157756 us 4 items_per_second=6.64684M/s null_percent=50 size=1.04858M
SumDoublesGroupedByMediumIntStringPairSet/1048576/1 153196 us
149968 us 5 items_per_second=6.99202M/s null_percent=100
size=1.04858M
SumDoublesGroupedByMediumIntStringPairSet/1048576/0 157210 us
156681 us 4 items_per_second=6.69244M/s null_percent=0 size=1.04858M
MinMaxDoublesGroupedByMediumInt/1048576/10000 57769 us
57524 us 12 items_per_second=18.2286M/s null_percent=0.01
size=1.04858M
MinMaxDoublesGroupedByMediumInt/1048576/100 59723 us
58962 us 12 items_per_second=17.784M/s null_percent=1 size=1.04858M
MinMaxDoublesGroupedByMediumInt/1048576/10 58098 us
57847 us 12 items_per_second=18.1266M/s null_percent=10 size=1.04858M
MinMaxDoublesGroupedByMediumInt/1048576/2 55841 us
55583 us 13 items_per_second=18.865M/s null_percent=50 size=1.04858M
MinMaxDoublesGroupedByMediumInt/1048576/1 40075 us
39895 us 18 items_per_second=26.2837M/s null_percent=100 size=1.04858M
MinMaxDoublesGroupedByMediumInt/1048576/0 57847 us
57525 us 12 items_per_second=18.2282M/s null_percent=0 size=1.04858M
MinMaxShortStringsGroupedByMediumInt/1048576/10000 180723 us
179695 us 4 items_per_second=5.83531M/s null_percent=0.01
size=1.04858M
MinMaxShortStringsGroupedByMediumInt/1048576/100 173765 us
172976 us 4 items_per_second=6.06197M/s null_percent=1 size=1.04858M
MinMaxShortStringsGroupedByMediumInt/1048576/10 168225 us
167526 us 4 items_per_second=6.25917M/s null_percent=10 size=1.04858M
MinMaxShortStringsGroupedByMediumInt/1048576/2 128804 us
128271 us 5 items_per_second=8.17469M/s null_percent=50 size=1.04858M
MinMaxShortStringsGroupedByMediumInt/1048576/1 57652 us
57362 us 12 items_per_second=18.2799M/s null_percent=100 size=1.04858M
MinMaxShortStringsGroupedByMediumInt/1048576/0 177382 us
176230 us 4 items_per_second=5.95004M/s null_percent=0 size=1.04858M
MinMaxLongStringsGroupedByMediumInt/1048576/10000 176297 us
175389 us 4 items_per_second=5.97858M/s null_percent=0.01
size=1.04858M
MinMaxLongStringsGroupedByMediumInt/1048576/100 177230 us
176524 us 4 items_per_second=5.94012M/s null_percent=1 size=1.04858M
MinMaxLongStringsGroupedByMediumInt/1048576/10 162726 us
162022 us 4 items_per_second=6.4718M/s null_percent=10 size=1.04858M
MinMaxLongStringsGroupedByMediumInt/1048576/2 127277 us
126669 us 5 items_per_second=8.27805M/s null_percent=50 size=1.04858M
MinMaxLongStringsGroupedByMediumInt/1048576/1 56536 us
56212 us 12 items_per_second=18.6538M/s null_percent=100 size=1.04858M
MinMaxLongStringsGroupedByMediumInt/1048576/0 171735 us
170978 us 4 items_per_second=6.13281M/s null_percent=0 size=1.04858M
SumKernelFloat/1048576/10000 1083 us
1079 us 645 bytes_per_second=926.945Mi/s null_percent=0.01
size=1.04858M
SumKernelFloat/1048576/100 1255 us
1249 us 558 bytes_per_second=800.828Mi/s null_percent=1 size=1.04858M
SumKernelFloat/1048576/10 2259 us
2251 us 312 bytes_per_second=444.302Mi/s null_percent=10 size=1.04858M
SumKernelFloat/1048576/2 4134 us
4115 us 170 bytes_per_second=242.988Mi/s null_percent=50 size=1.04858M
SumKernelFloat/1048576/1 23.4 us
23.2 us 30201 bytes_per_second=42.008Gi/s null_percent=100 size=1.04858M
SumKernelFloat/1048576/0 1062 us
1055 us 663 bytes_per_second=947.499Mi/s null_percent=0 size=1.04858M
SumKernelDouble/1048576/10000 556 us
545 us 1306 bytes_per_second=1.79047Gi/s null_percent=0.01
size=1.04858M
SumKernelDouble/1048576/100 669 us
651 us 1090 bytes_per_second=1.49986Gi/s null_percent=1 size=1.04858M
SumKernelDouble/1048576/10 1190 us
1183 us 593 bytes_per_second=845.453Mi/s null_percent=10 size=1.04858M
SumKernelDouble/1048576/2 2146 us
2135 us 319 bytes_per_second=468.403Mi/s null_percent=50 size=1.04858M
SumKernelDouble/1048576/1 18.5 us
18.4 us 37421 bytes_per_second=53.1072Gi/s null_percent=100
size=1.04858M
SumKernelDouble/1048576/0 537 us
535 us 1306 bytes_per_second=1.82681Gi/s null_percent=0 size=1.04858M
SumKernelInt8/1048576/10000 2552 us
2541 us 274 bytes_per_second=393.475Mi/s null_percent=0.01
size=1.04858M
SumKernelInt8/1048576/100 3345 us
3119 us 231 bytes_per_second=320.568Mi/s null_percent=1 size=1.04858M
SumKernelInt8/1048576/10 5739 us
5716 us 122 bytes_per_second=174.94Mi/s null_percent=10 size=1.04858M
SumKernelInt8/1048576/2 10040 us
10001 us 70 bytes_per_second=99.9886Mi/s null_percent=50 size=1.04858M
SumKernelInt8/1048576/1 131 us
131 us 5345 bytes_per_second=7.45447Gi/s null_percent=100
size=1.04858M
SumKernelInt8/1048576/0 2508 us
2443 us 291 bytes_per_second=409.259Mi/s null_percent=0 size=1.04858M
SumKernelInt16/1048576/10000 1279 us
1273 us 549 bytes_per_second=785.484Mi/s null_percent=0.01
size=1.04858M
SumKernelInt16/1048576/100 1530 us
1524 us 460 bytes_per_second=656.367Mi/s null_percent=1 size=1.04858M
SumKernelInt16/1048576/10 2868 us
2851 us 245 bytes_per_second=350.694Mi/s null_percent=10 size=1.04858M
SumKernelInt16/1048576/2 5046 us
5017 us 140 bytes_per_second=199.305Mi/s null_percent=50 size=1.04858M
SumKernelInt16/1048576/1 78.5 us
74.6 us 9021 bytes_per_second=13.0918Gi/s null_percent=100
size=1.04858M
SumKernelInt16/1048576/0 1257 us
1237 us 578 bytes_per_second=808.681Mi/s null_percent=0 size=1.04858M
SumKernelInt32/1048576/10000 653 us
648 us 1059 bytes_per_second=1.50631Gi/s null_percent=0.01
size=1.04858M
SumKernelInt32/1048576/100 774 us
771 us 910 bytes_per_second=1.2673Gi/s null_percent=1 size=1.04858M
SumKernelInt32/1048576/10 1442 us
1436 us 489 bytes_per_second=696.506Mi/s null_percent=10 size=1.04858M
SumKernelInt32/1048576/2 2519 us
2508 us 278 bytes_per_second=398.772Mi/s null_percent=50 size=1.04858M
SumKernelInt32/1048576/1 42.8 us
42.6 us 16399 bytes_per_second=22.9057Gi/s null_percent=100
size=1.04858M
SumKernelInt32/1048576/0 616 us
614 us 1140 bytes_per_second=1.5915Gi/s null_percent=0 size=1.04858M
SumKernelInt64/1048576/10000 331 us
330 us 2122 bytes_per_second=2.96269Gi/s null_percent=0.01
size=1.04858M
SumKernelInt64/1048576/100 393 us
391 us 1791 bytes_per_second=2.49726Gi/s null_percent=1 size=1.04858M
SumKernelInt64/1048576/10 736 us
730 us 951 bytes_per_second=1.33856Gi/s null_percent=10 size=1.04858M
SumKernelInt64/1048576/2 1260 us
1255 us 555 bytes_per_second=796.961Mi/s null_percent=50 size=1.04858M
SumKernelInt64/1048576/1 28.0 us
27.9 us 24990 bytes_per_second=34.9477Gi/s null_percent=100
size=1.04858M
SumKernelInt64/1048576/0 316 us
314 us 2232 bytes_per_second=3.10701Gi/s null_percent=0 size=1.04858M
ModeKernelNarrow<BooleanType>/1048576/10000 2162 us
2155 us 325 bytes_per_second=463.991Mi/s null_percent=0.01
size=1.04858M
ModeKernelNarrow<BooleanType>/1048576/100 2172 us
2161 us 325 bytes_per_second=462.724Mi/s null_percent=1 size=1.04858M
ModeKernelNarrow<BooleanType>/1048576/10 2243 us
2188 us 323 bytes_per_second=457.025Mi/s null_percent=10 size=1.04858M
ModeKernelNarrow<BooleanType>/1048576/2 2279 us
2193 us 323 bytes_per_second=455.913Mi/s null_percent=50 size=1.04858M
ModeKernelNarrow<BooleanType>/1048576/1 14.4 us
14.0 us 49819 bytes_per_second=69.67Gi/s null_percent=100 size=1.04858M
ModeKernelNarrow<BooleanType>/1048576/0 346 us
339 us 2086 bytes_per_second=2.88057Gi/s null_percent=0 size=1.04858M
ModeKernelNarrow<Int8Type>/1048576/10000 1944 us
1888 us 376 bytes_per_second=529.69Mi/s null_percent=0.01
size=1.04858M
ModeKernelNarrow<Int8Type>/1048576/100 2426 us
2375 us 293 bytes_per_second=421.008Mi/s null_percent=1 size=1.04858M
ModeKernelNarrow<Int8Type>/1048576/10 5187 us
5062 us 139 bytes_per_second=197.568Mi/s null_percent=10 size=1.04858M
ModeKernelNarrow<Int8Type>/1048576/2 10078 us
9931 us 71 bytes_per_second=100.691Mi/s null_percent=50 size=1.04858M
ModeKernelNarrow<Int8Type>/1048576/1 18.5 us
18.2 us 38602 bytes_per_second=53.727Gi/s null_percent=100 size=1.04858M
ModeKernelNarrow<Int8Type>/1048576/0 1796 us
1762 us 395 bytes_per_second=567.645Mi/s null_percent=0 size=1.04858M
ModeKernelNarrow<Int32Type>/1048576/10000 2871 us
2848 us 242 bytes_per_second=351.069Mi/s null_percent=0.01
size=1.04858M
ModeKernelNarrow<Int32Type>/1048576/100 3125 us
3101 us 226 bytes_per_second=322.453Mi/s null_percent=1 size=1.04858M
ModeKernelNarrow<Int32Type>/1048576/10 4312 us
4287 us 163 bytes_per_second=233.243Mi/s null_percent=10 size=1.04858M
ModeKernelNarrow<Int32Type>/1048576/2 6113 us
6067 us 115 bytes_per_second=164.831Mi/s null_percent=50 size=1.04858M
ModeKernelNarrow<Int32Type>/1048576/1 14.4 us
14.2 us 49667 bytes_per_second=68.7318Gi/s null_percent=100
size=1.04858M
ModeKernelNarrow<Int32Type>/1048576/0 2842 us
2794 us 249 bytes_per_second=357.868Mi/s null_percent=0 size=1.04858M
ModeKernelNarrow<Int64Type>/1048576/10000 1633 us
1621 us 430 bytes_per_second=616.903Mi/s null_percent=0.01
size=1.04858M
ModeKernelNarrow<Int64Type>/1048576/100 1792 us
1765 us 399 bytes_per_second=566.591Mi/s null_percent=1 size=1.04858M
ModeKernelNarrow<Int64Type>/1048576/10 2389 us
2366 us 289 bytes_per_second=422.676Mi/s null_percent=10 size=1.04858M
ModeKernelNarrow<Int64Type>/1048576/2 3233 us
3216 us 217 bytes_per_second=310.909Mi/s null_percent=50 size=1.04858M
ModeKernelNarrow<Int64Type>/1048576/1 14.1 us
14.0 us 49916 bytes_per_second=69.6098Gi/s null_percent=100
size=1.04858M
ModeKernelNarrow<Int64Type>/1048576/0 1597 us
1588 us 443 bytes_per_second=629.78Mi/s null_percent=0 size=1.04858M
ModeKernelWide<Int32Type>/1048576/10000 24996 us
24955 us 28 bytes_per_second=40.0722Mi/s null_percent=0.01
size=1.04858M
ModeKernelWide<Int32Type>/1048576/100 25255 us
25175 us 28 bytes_per_second=39.7223Mi/s null_percent=1 size=1.04858M
ModeKernelWide<Int32Type>/1048576/10 24551 us
24425 us 29 bytes_per_second=40.9412Mi/s null_percent=10 size=1.04858M
ModeKernelWide<Int32Type>/1048576/2 16854 us
16784 us 42 bytes_per_second=59.5789Mi/s null_percent=50 size=1.04858M
ModeKernelWide<Int32Type>/1048576/1 14.1 us
14.0 us 50025 bytes_per_second=69.5275Gi/s null_percent=100
size=1.04858M
ModeKernelWide<Int32Type>/1048576/0 25099 us
25013 us 28 bytes_per_second=39.9787Mi/s null_percent=0 size=1.04858M
ModeKernelWide<Int64Type>/1048576/10000 12281 us
12235 us 57 bytes_per_second=81.7324Mi/s null_percent=0.01
size=1.04858M
ModeKernelWide<Int64Type>/1048576/100 12300 us
12251 us 57 bytes_per_second=81.6261Mi/s null_percent=1 size=1.04858M
ModeKernelWide<Int64Type>/1048576/10 11991 us
11926 us 59 bytes_per_second=83.8521Mi/s null_percent=10 size=1.04858M
ModeKernelWide<Int64Type>/1048576/2 8151 us
8119 us 86 bytes_per_second=123.162Mi/s null_percent=50 size=1.04858M
ModeKernelWide<Int64Type>/1048576/1 14.1 us
14.0 us 50095 bytes_per_second=69.7071Gi/s null_percent=100
size=1.04858M
ModeKernelWide<Int64Type>/1048576/0 12313 us
12258 us 57 bytes_per_second=81.5782Mi/s null_percent=0 size=1.04858M
ModeKernelWide<FloatType>/1048576/10000 28668 us
28549 us 25 bytes_per_second=35.0273Mi/s null_percent=0.01
size=1.04858M
ModeKernelWide<FloatType>/1048576/100 28186 us
28058 us 25 bytes_per_second=35.6409Mi/s null_percent=1 size=1.04858M
ModeKernelWide<FloatType>/1048576/10 26488 us
26385 us 27 bytes_per_second=37.9006Mi/s null_percent=10 size=1.04858M
ModeKernelWide<FloatType>/1048576/2 16012 us
15951 us 44 bytes_per_second=62.6939Mi/s null_percent=50 size=1.04858M
ModeKernelWide<FloatType>/1048576/1 14.1 us
14.1 us 49645 bytes_per_second=69.3971Gi/s null_percent=100
size=1.04858M
ModeKernelWide<FloatType>/1048576/0 28456 us
28264 us 25 bytes_per_second=35.3811Mi/s null_percent=0 size=1.04858M
ModeKernelWide<DoubleType>/1048576/10000 13943 us
13881 us 50 bytes_per_second=72.0431Mi/s null_percent=0.01
size=1.04858M
ModeKernelWide<DoubleType>/1048576/100 13854 us
13806 us 51 bytes_per_second=72.4336Mi/s null_percent=1 size=1.04858M
ModeKernelWide<DoubleType>/1048576/10 12982 us
12921 us 54 bytes_per_second=77.3925Mi/s null_percent=10 size=1.04858M
ModeKernelWide<DoubleType>/1048576/2 8017 us
7985 us 88 bytes_per_second=125.228Mi/s null_percent=50 size=1.04858M
ModeKernelWide<DoubleType>/1048576/1 14.1 us
14.1 us 49652 bytes_per_second=69.3575Gi/s null_percent=100
size=1.04858M
ModeKernelWide<DoubleType>/1048576/0 13967 us
13915 us 50 bytes_per_second=71.866Mi/s null_percent=0 size=1.04858M
MinMaxKernelFloat/1048576/10000 2013 us
2003 us 350 bytes_per_second=499.134Mi/s null_percent=0.01
size=1.04858M
MinMaxKernelFloat/1048576/100 2569 us
2556 us 273 bytes_per_second=391.202Mi/s null_percent=1 size=1.04858M
MinMaxKernelFloat/1048576/10 3156 us
3123 us 226 bytes_per_second=320.228Mi/s null_percent=10 size=1.04858M
MinMaxKernelFloat/1048576/2 3442 us
3428 us 204 bytes_per_second=291.754Mi/s null_percent=50 size=1.04858M
MinMaxKernelFloat/1048576/1 79.1 us
78.8 us 8873 bytes_per_second=12.3895Gi/s null_percent=100
size=1.04858M
MinMaxKernelFloat/1048576/0 2399 us
2392 us 297 bytes_per_second=418.147Mi/s null_percent=0 size=1.04858M
MinMaxKernelDouble/1048576/10000 784 us
781 us 890 bytes_per_second=1.24986Gi/s null_percent=0.01
size=1.04858M
MinMaxKernelDouble/1048576/100 1065 us
1061 us 658 bytes_per_second=942.371Mi/s null_percent=1 size=1.04858M
MinMaxKernelDouble/1048576/10 1375 us
1369 us 513 bytes_per_second=730.481Mi/s null_percent=10 size=1.04858M
MinMaxKernelDouble/1048576/2 1598 us
1592 us 439 bytes_per_second=628.302Mi/s null_percent=50 size=1.04858M
MinMaxKernelDouble/1048576/1 53.4 us
53.2 us 13157 bytes_per_second=18.354Gi/s null_percent=100 size=1.04858M
MinMaxKernelDouble/1048576/0 1043 us
1038 us 651 bytes_per_second=963.283Mi/s null_percent=0 size=1.04858M
MinMaxKernelInt8/1048576/10000 11349 us
11298 us 61 bytes_per_second=88.5111Mi/s null_percent=0.01
size=1.04858M
MinMaxKernelInt8/1048576/100 13600 us
13543 us 52 bytes_per_second=73.839Mi/s null_percent=1 size=1.04858M
MinMaxKernelInt8/1048576/10 15606 us
15547 us 45 bytes_per_second=64.3202Mi/s null_percent=10 size=1.04858M
MinMaxKernelInt8/1048576/2 15297 us
15244 us 46 bytes_per_second=65.6016Mi/s null_percent=50 size=1.04858M
MinMaxKernelInt8/1048576/1 233 us
232 us 3011 bytes_per_second=4.21123Gi/s null_percent=100
size=1.04858M
MinMaxKernelInt8/1048576/0 13263 us
13219 us 53 bytes_per_second=75.651Mi/s null_percent=0 size=1.04858M
MinMaxKernelInt16/1048576/10000 5682 us
5634 us 124 bytes_per_second=177.48Mi/s null_percent=0.01
size=1.04858M
MinMaxKernelInt16/1048576/100 6836 us
6809 us 103 bytes_per_second=146.872Mi/s null_percent=1 size=1.04858M
MinMaxKernelInt16/1048576/10 7827 us
7799 us 90 bytes_per_second=128.224Mi/s null_percent=10 size=1.04858M
MinMaxKernelInt16/1048576/2 7751 us
7723 us 91 bytes_per_second=129.485Mi/s null_percent=50 size=1.04858M
MinMaxKernelInt16/1048576/1 132 us
131 us 5271 bytes_per_second=7.45212Gi/s null_percent=100
size=1.04858M
MinMaxKernelInt16/1048576/0 6754 us
6663 us 105 bytes_per_second=150.079Mi/s null_percent=0 size=1.04858M
MinMaxKernelInt32/1048576/10000 2893 us
2853 us 243 bytes_per_second=350.469Mi/s null_percent=0.01
size=1.04858M
MinMaxKernelInt32/1048576/100 3448 us
3429 us 204 bytes_per_second=291.608Mi/s null_percent=1 size=1.04858M
MinMaxKernelInt32/1048576/10 3942 us
3924 us 177 bytes_per_second=254.835Mi/s null_percent=10 size=1.04858M
MinMaxKernelInt32/1048576/2 3897 us
3872 us 181 bytes_per_second=258.263Mi/s null_percent=50 size=1.04858M
MinMaxKernelInt32/1048576/1 81.4 us
80.5 us 8665 bytes_per_second=12.1244Gi/s null_percent=100
size=1.04858M
MinMaxKernelInt32/1048576/0 3351 us
3336 us 210 bytes_per_second=299.735Mi/s null_percent=0 size=1.04858M
MinMaxKernelInt64/1048576/10000 1604 us
1594 us 443 bytes_per_second=627.239Mi/s null_percent=0.01
size=1.04858M
MinMaxKernelInt64/1048576/100 1886 us
1878 us 371 bytes_per_second=532.515Mi/s null_percent=1 size=1.04858M
MinMaxKernelInt64/1048576/10 2208 us
2196 us 318 bytes_per_second=455.29Mi/s null_percent=10 size=1.04858M
MinMaxKernelInt64/1048576/2 2103 us
2090 us 338 bytes_per_second=478.456Mi/s null_percent=50 size=1.04858M
MinMaxKernelInt64/1048576/1 55.3 us
55.0 us 12724 bytes_per_second=17.7578Gi/s null_percent=100
size=1.04858M
MinMaxKernelInt64/1048576/0 1999 us
1941 us 358 bytes_per_second=515.292Mi/s null_percent=0 size=1.04858M
CountKernelBenchInt64/1048576/2 16370 ns
16312 ns 42166 bytes_per_second=59.8665Gi/s null_percent=50 size=1.04858M
VarianceKernelInt32/1048576/10000 872 us
868 us 809 bytes_per_second=1.1246Gi/s items_per_second=301.883M/s
null_percent=0.01 size=1.04858M
VarianceKernelInt32/1048576/100 1008 us
1004 us 692 bytes_per_second=996.135Mi/s items_per_second=261.131M/s
null_percent=1 size=1.04858M
VarianceKernelInt32/1048576/10 1624 us
1617 us 432 bytes_per_second=618.265Mi/s items_per_second=162.075M/s
null_percent=10 size=1.04858M
VarianceKernelInt32/1048576/2 2619 us
2607 us 268 bytes_per_second=383.517Mi/s items_per_second=100.537M/s
null_percent=50 size=1.04858M
VarianceKernelInt32/1048576/1 21.9 us
21.8 us 31957 bytes_per_second=44.7024Gi/s items_per_second=11.9997G/s
null_percent=100 size=1.04858M
VarianceKernelInt32/1048576/0 813 us
810 us 866 bytes_per_second=1.2053Gi/s items_per_second=323.545M/s
null_percent=0 size=1.04858M
VarianceKernelInt64/1048576/10000 1073 us
1069 us 655 bytes_per_second=935.438Mi/s items_per_second=122.61M/s
null_percent=0.01 size=1.04858M
VarianceKernelInt64/1048576/100 1235 us
1230 us 571 bytes_per_second=812.87Mi/s items_per_second=106.545M/s
null_percent=1 size=1.04858M
VarianceKernelInt64/1048576/10 2015 us
2006 us 350 bytes_per_second=498.384Mi/s items_per_second=65.3242M/s
null_percent=10 size=1.04858M
VarianceKernelInt64/1048576/2 3427 us
3417 us 205 bytes_per_second=292.653Mi/s items_per_second=38.3586M/s
null_percent=50 size=1.04858M
VarianceKernelInt64/1048576/1 16.9 us
16.8 us 41558 bytes_per_second=58.1049Gi/s items_per_second=7.7987G/s
null_percent=100 size=1.04858M
VarianceKernelInt64/1048576/0 1050 us
1047 us 664 bytes_per_second=955.033Mi/s items_per_second=125.178M/s
null_percent=0 size=1.04858M
VarianceKernelFloat/1048576/10000 2541 us
2533 us 276 bytes_per_second=394.822Mi/s items_per_second=103.5M/s
null_percent=0.01 size=1.04858M
VarianceKernelFloat/1048576/100 2904 us
2894 us 242 bytes_per_second=345.568Mi/s items_per_second=90.5885M/s
null_percent=1 size=1.04858M
VarianceKernelFloat/1048576/10 4795 us
4779 us 146 bytes_per_second=209.244Mi/s items_per_second=54.8521M/s
null_percent=10 size=1.04858M
VarianceKernelFloat/1048576/2 8453 us
8427 us 83 bytes_per_second=118.667Mi/s items_per_second=31.1077M/s
null_percent=50 size=1.04858M
VarianceKernelFloat/1048576/1 21.8 us
21.7 us 32342 bytes_per_second=45.0401Gi/s items_per_second=12.0904G/s
null_percent=100 size=1.04858M
VarianceKernelFloat/1048576/0 2563 us
2555 us 278 bytes_per_second=391.409Mi/s items_per_second=102.606M/s
null_percent=0 size=1.04858M
VarianceKernelDouble/1048576/10000 1277 us
1270 us 551 bytes_per_second=787.626Mi/s items_per_second=103.236M/s
null_percent=0.01 size=1.04858M
VarianceKernelDouble/1048576/100 1451 us
1447 us 484 bytes_per_second=691.181Mi/s items_per_second=90.5944M/s
null_percent=1 size=1.04858M
VarianceKernelDouble/1048576/10 2393 us
2386 us 294 bytes_per_second=419.07Mi/s items_per_second=54.9283M/s
null_percent=10 size=1.04858M
VarianceKernelDouble/1048576/2 4293 us
4248 us 165 bytes_per_second=235.395Mi/s items_per_second=30.8538M/s
null_percent=50 size=1.04858M
VarianceKernelDouble/1048576/1 16.8 us
16.8 us 41634 bytes_per_second=58.1538Gi/s items_per_second=7.80528G/s
null_percent=100 size=1.04858M
VarianceKernelDouble/1048576/0 1257 us
1253 us 554 bytes_per_second=798.012Mi/s items_per_second=104.597M/s
null_percent=0 size=1.04858M
QuantileKernelMedianNarrow<Int32Type>/1048576/10000 3305 us
3293 us 213 bytes_per_second=303.629Mi/s items_per_second=79.5944M/s
null_percent=0.01 size=1.04858M
QuantileKernelMedianNarrow<Int32Type>/1048576/100 3550 us
3538 us 198 bytes_per_second=282.635Mi/s items_per_second=74.0912M/s
null_percent=1 size=1.04858M
QuantileKernelMedianNarrow<Int32Type>/1048576/10 4710 us
4694 us 149 bytes_per_second=213.058Mi/s items_per_second=55.8519M/s
null_percent=10 size=1.04858M
QuantileKernelMedianNarrow<Int32Type>/1048576/2 7232 us
6808 us 96 bytes_per_second=146.893Mi/s items_per_second=38.5072M/s
null_percent=50 size=1.04858M
QuantileKernelMedianNarrow<Int32Type>/1048576/1 18.2 us
18.1 us 35456 bytes_per_second=53.8886Gi/s items_per_second=14.4656G/s
null_percent=100 size=1.04858M
QuantileKernelMedianNarrow<Int32Type>/1048576/0 3229 us
3219 us 217 bytes_per_second=310.655Mi/s items_per_second=81.4362M/s
null_percent=0 size=1.04858M
QuantileKernelMedianWide<Int32Type>/1048576/10000 13130 us
13089 us 53 bytes_per_second=76.3972Mi/s items_per_second=20.0271M/s
null_percent=0.01 size=1.04858M
QuantileKernelMedianWide<Int32Type>/1048576/100 11939 us
11885 us 58 bytes_per_second=84.1392Mi/s items_per_second=22.0566M/s
null_percent=1 size=1.04858M
QuantileKernelMedianWide<Int32Type>/1048576/10 13573 us
13535 us 52 bytes_per_second=73.8849Mi/s items_per_second=19.3685M/s
null_percent=10 size=1.04858M
QuantileKernelMedianWide<Int32Type>/1048576/2 11386 us
11357 us 63 bytes_per_second=88.0551Mi/s items_per_second=23.0831M/s
null_percent=50 size=1.04858M
QuantileKernelMedianWide<Int32Type>/1048576/1 19.3 us
18.6 us 38497 bytes_per_second=52.633Gi/s items_per_second=14.1286G/s
null_percent=100 size=1.04858M
QuantileKernelMedianWide<Int32Type>/1048576/0 13567 us
13540 us 51 bytes_per_second=73.8579Mi/s items_per_second=19.3614M/s
null_percent=0 size=1.04858M
QuantileKernelMedianNarrow<Int64Type>/1048576/10000 2045 us
2037 us 346 bytes_per_second=490.862Mi/s items_per_second=64.3382M/s
null_percent=0.01 size=1.04858M
QuantileKernelMedianNarrow<Int64Type>/1048576/100 2164 us
2157 us 325 bytes_per_second=463.647Mi/s items_per_second=60.7712M/s
null_percent=1 size=1.04858M
QuantileKernelMedianNarrow<Int64Type>/1048576/10 2752 us
2729 us 256 bytes_per_second=366.437Mi/s items_per_second=48.0296M/s
null_percent=10 size=1.04858M
QuantileKernelMedianNarrow<Int64Type>/1048576/2 3702 us
3690 us 190 bytes_per_second=270.975Mi/s items_per_second=35.5173M/s
null_percent=50 size=1.04858M
QuantileKernelMedianNarrow<Int64Type>/1048576/1 18.1 us
18.1 us 38751 bytes_per_second=54.0789Gi/s items_per_second=7.25834G/s
null_percent=100 size=1.04858M
QuantileKernelMedianNarrow<Int64Type>/1048576/0 1998 us
1993 us 351 bytes_per_second=501.796Mi/s items_per_second=65.7714M/s
null_percent=0 size=1.04858M
QuantileKernelMedianWide<Int64Type>/1048576/10000 7858 us
7709 us 93 bytes_per_second=129.72Mi/s items_per_second=17.0026M/s
null_percent=0.01 size=1.04858M
QuantileKernelMedianWide<Int64Type>/1048576/100 7812 us
7747 us 86 bytes_per_second=129.074Mi/s items_per_second=16.918M/s
null_percent=1 size=1.04858M
QuantileKernelMedianWide<Int64Type>/1048576/10 6864 us
6841 us 103 bytes_per_second=146.18Mi/s items_per_second=19.1601M/s
null_percent=10 size=1.04858M
QuantileKernelMedianWide<Int64Type>/1048576/2 4127 us
4113 us 170 bytes_per_second=243.138Mi/s items_per_second=31.8686M/s
null_percent=50 size=1.04858M
QuantileKernelMedianWide<Int64Type>/1048576/1 18.1 us
18.1 us 38618 bytes_per_second=54.0866Gi/s items_per_second=7.25938G/s
null_percent=100 size=1.04858M
QuantileKernelMedianWide<Int64Type>/1048576/0 6838 us
6816 us 102 bytes_per_second=146.723Mi/s items_per_second=19.2312M/s
null_percent=0 size=1.04858M
QuantileKernelMedianWide<DoubleType>/1048576/10000 5686 us
5668 us 123 bytes_per_second=176.433Mi/s items_per_second=23.1254M/s
null_percent=0.01 size=1.04858M
QuantileKernelMedianWide<DoubleType>/1048576/100 7416 us
7390 us 95 bytes_per_second=135.31Mi/s items_per_second=17.7353M/s
null_percent=1 size=1.04858M
QuantileKernelMedianWide<DoubleType>/1048576/10 6426 us
6409 us 111 bytes_per_second=156.028Mi/s items_per_second=20.4509M/s
null_percent=10 size=1.04858M
QuantileKernelMedianWide<DoubleType>/1048576/2 4136 us
4120 us 170 bytes_per_second=242.699Mi/s items_per_second=31.811M/s
null_percent=50 size=1.04858M
QuantileKernelMedianWide<DoubleType>/1048576/1 18.1 us
18.1 us 38718 bytes_per_second=53.9836Gi/s items_per_second=7.24556G/s
null_percent=100 size=1.04858M
QuantileKernelMedianWide<DoubleType>/1048576/0 6986 us
6964 us 101 bytes_per_second=143.6Mi/s items_per_second=18.8219M/s
null_percent=0 size=1.04858M
QuantileKernelDecilesNarrow<Int32Type>/1048576/10000 3396 us
3386 us 207 bytes_per_second=295.317Mi/s items_per_second=77.4157M/s
null_percent=0.01 size=1.04858M
QuantileKernelDecilesNarrow<Int32Type>/1048576/100 3655 us
3643 us 192 bytes_per_second=274.482Mi/s items_per_second=71.9537M/s
null_percent=1 size=1.04858M
QuantileKernelDecilesNarrow<Int32Type>/1048576/10 4811 us
4797 us 146 bytes_per_second=208.459Mi/s items_per_second=54.6462M/s
null_percent=10 size=1.04858M
QuantileKernelDecilesNarrow<Int32Type>/1048576/2 6491 us
6471 us 108 bytes_per_second=154.546Mi/s items_per_second=40.5132M/s
null_percent=50 size=1.04858M
QuantileKernelDecilesNarrow<Int32Type>/1048576/1 18.3 us
18.3 us 38281 bytes_per_second=53.4227Gi/s items_per_second=14.3406G/s
null_percent=100 size=1.04858M
QuantileKernelDecilesNarrow<Int32Type>/1048576/0 3334 us
3323 us 210 bytes_per_second=300.895Mi/s items_per_second=78.8778M/s
null_percent=0 size=1.04858M
QuantileKernelDecilesWide<Int32Type>/1048576/10000 29414 us
29330 us 24 bytes_per_second=34.0951Mi/s items_per_second=8.93783M/s
null_percent=0.01 size=1.04858M
QuantileKernelDecilesWide<Int32Type>/1048576/100 28273 us
28187 us 25 bytes_per_second=35.4768Mi/s items_per_second=9.30004M/s
null_percent=1 size=1.04858M
QuantileKernelDecilesWide<Int32Type>/1048576/10 27982 us
27903 us 25 bytes_per_second=35.8387Mi/s items_per_second=9.3949M/s
null_percent=10 size=1.04858M
QuantileKernelDecilesWide<Int32Type>/1048576/2 19676 us
19602 us 36 bytes_per_second=51.0142Mi/s items_per_second=13.3731M/s
null_percent=50 size=1.04858M
QuantileKernelDecilesWide<Int32Type>/1048576/1 18.3 us
18.2 us 38381 bytes_per_second=53.6414Gi/s items_per_second=14.3993G/s
null_percent=100 size=1.04858M
QuantileKernelDecilesWide<Int32Type>/1048576/0 29880 us
29774 us 24 bytes_per_second=33.5866Mi/s items_per_second=8.80452M/s
null_percent=0 size=1.04858M
QuantileKernelDecilesWide<DoubleType>/1048576/10000 15955 us
15562 us 45 bytes_per_second=64.2578Mi/s items_per_second=8.4224M/s
null_percent=0.01 size=1.04858M
QuantileKernelDecilesWide<DoubleType>/1048576/100 14746 us
14692 us 48 bytes_per_second=68.0639Mi/s items_per_second=8.92127M/s
null_percent=1 size=1.04858M
QuantileKernelDecilesWide<DoubleType>/1048576/10 14040 us
13999 us 50 bytes_per_second=71.4333Mi/s items_per_second=9.3629M/s
null_percent=10 size=1.04858M
QuantileKernelDecilesWide<DoubleType>/1048576/2 8525 us
8497 us 82 bytes_per_second=117.683Mi/s items_per_second=15.4249M/s
null_percent=50 size=1.04858M
QuantileKernelDecilesWide<DoubleType>/1048576/1 18.3 us
18.2 us 38111 bytes_per_second=53.6187Gi/s items_per_second=7.19658G/s
null_percent=100 size=1.04858M
QuantileKernelDecilesWide<DoubleType>/1048576/0 15789 us
15716 us 45 bytes_per_second=63.6289Mi/s items_per_second=8.33996M/s
null_percent=0 size=1.04858M
QuantileKernelCentilesNarrow<Int32Type>/1048576/10000 3402 us
3391 us 206 bytes_per_second=294.876Mi/s items_per_second=77.3001M/s
null_percent=0.01 size=1.04858M
QuantileKernelCentilesNarrow<Int32Type>/1048576/100 3687 us
3664 us 191 bytes_per_second=272.952Mi/s items_per_second=71.5526M/s
null_percent=1 size=1.04858M
QuantileKernelCentilesNarrow<Int32Type>/1048576/10 4829 us
4811 us 146 bytes_per_second=207.855Mi/s items_per_second=54.4879M/s
null_percent=10 size=1.04858M
QuantileKernelCentilesNarrow<Int32Type>/1048576/2 6516 us
6495 us 108 bytes_per_second=153.962Mi/s items_per_second=40.3603M/s
null_percent=50 size=1.04858M
QuantileKernelCentilesNarrow<Int32Type>/1048576/1 19.5 us
19.5 us 35854 bytes_per_second=50.1736Gi/s items_per_second=13.4684G/s
null_percent=100 size=1.04858M
QuantileKernelCentilesNarrow<Int32Type>/1048576/0 3339 us
3329 us 210 bytes_per_second=300.386Mi/s items_per_second=78.7443M/s
null_percent=0 size=1.04858M
QuantileKernelCentilesWide<Int32Type>/1048576/10000 110353 us
109659 us 6 bytes_per_second=9.11921Mi/s items_per_second=2.39055M/s
null_percent=0.01 size=1.04858M
QuantileKernelCentilesWide<Int32Type>/1048576/100 110295 us
109952 us 6 bytes_per_second=9.09491Mi/s items_per_second=2.38417M/s
null_percent=1 size=1.04858M
QuantileKernelCentilesWide<Int32Type>/1048576/10 103328 us
102982 us 7 bytes_per_second=9.71046Mi/s items_per_second=2.54554M/s
null_percent=10 size=1.04858M
QuantileKernelCentilesWide<Int32Type>/1048576/2 60415 us
60227 us 12 bytes_per_second=16.6038Mi/s items_per_second=4.35259M/s
null_percent=50 size=1.04858M
QuantileKernelCentilesWide<Int32Type>/1048576/1 19.9 us
19.9 us 35918 bytes_per_second=49.1701Gi/s items_per_second=13.199G/s
null_percent=100 size=1.04858M
QuantileKernelCentilesWide<Int32Type>/1048576/0 113391 us
113050 us 6 bytes_per_second=8.84568Mi/s items_per_second=2.31884M/s
null_percent=0 size=1.04858M
QuantileKernelCentilesWide<DoubleType>/1048576/10000 57131 us
56964 us 12 bytes_per_second=17.5549Mi/s items_per_second=2.30096M/s
null_percent=0.01 size=1.04858M
QuantileKernelCentilesWide<DoubleType>/1048576/100 56224 us
56065 us 13 bytes_per_second=17.8365Mi/s items_per_second=2.33786M/s
null_percent=1 size=1.04858M
QuantileKernelCentilesWide<DoubleType>/1048576/10 52433 us
52269 us 13 bytes_per_second=19.1318Mi/s items_per_second=2.50765M/s
null_percent=10 size=1.04858M
QuantileKernelCentilesWide<DoubleType>/1048576/2 29620 us
29524 us 24 bytes_per_second=33.8708Mi/s items_per_second=4.43952M/s
null_percent=50 size=1.04858M
QuantileKernelCentilesWide<DoubleType>/1048576/1 19.5 us
19.4 us 35980 bytes_per_second=50.3352Gi/s items_per_second=6.75588G/s
null_percent=100 size=1.04858M
QuantileKernelCentilesWide<DoubleType>/1048576/0 57902 us
57671 us 12 bytes_per_second=17.3397Mi/s items_per_second=2.27275M/s
null_percent=0 size=1.04858M
TDigestKernelDoubleMedian/1048576/10000 10472 us
10433 us 67 bytes_per_second=95.8505Mi/s items_per_second=12.5633M/s
null_percent=0.01 size=1.04858M
TDigestKernelDoubleMedian/1048576/100 10465 us
10420 us 67 bytes_per_second=95.9693Mi/s items_per_second=12.5789M/s
null_percent=1 size=1.04858M
TDigestKernelDoubleMedian/1048576/10 10008 us
9956 us 70 bytes_per_second=100.438Mi/s items_per_second=13.1646M/s
null_percent=10 size=1.04858M
TDigestKernelDoubleMedian/1048576/2 6766 us
6623 us 108 bytes_per_second=150.987Mi/s items_per_second=19.7902M/s
null_percent=50 size=1.04858M
TDigestKernelDoubleMedian/1048576/1 29.1 us
28.9 us 23891 bytes_per_second=33.7753Gi/s items_per_second=4.53325G/s
null_percent=100 size=1.04858M
TDigestKernelDoubleMedian/1048576/0 10752 us
10706 us 63 bytes_per_second=93.4061Mi/s items_per_second=12.2429M/s
null_percent=0 size=1.04858M
TDigestKernelDoubleDeciles/1048576/10000 11148 us
11086 us 64 bytes_per_second=90.2067Mi/s items_per_second=11.8236M/s
null_percent=0.01 size=1.04858M
TDigestKernelDoubleDeciles/1048576/100 10804 us
10729 us 64 bytes_per_second=93.2026Mi/s items_per_second=12.2163M/s
null_percent=1 size=1.04858M
TDigestKernelDoubleDeciles/1048576/10 10173 us
10136 us 69 bytes_per_second=98.6547Mi/s items_per_second=12.9309M/s
null_percent=10 size=1.04858M
TDigestKernelDoubleDeciles/1048576/2 6528 us
6498 us 105 bytes_per_second=153.905Mi/s items_per_second=20.1726M/s
null_percent=50 size=1.04858M
TDigestKernelDoubleDeciles/1048576/1 28.4 us
28.2 us 25006 bytes_per_second=34.5706Gi/s items_per_second=4.63998G/s
null_percent=100 size=1.04858M
TDigestKernelDoubleDeciles/1048576/0 10517 us
10480 us 65 bytes_per_second=95.4239Mi/s items_per_second=12.5074M/s
null_percent=0 size=1.04858M
TDigestKernelDoubleCentiles/1048576/10000 10576 us
10520 us 67 bytes_per_second=95.058Mi/s items_per_second=12.4594M/s
null_percent=0.01 size=1.04858M
TDigestKernelDoubleCentiles/1048576/100 10516 us
10466 us 67 bytes_per_second=95.5518Mi/s items_per_second=12.5242M/s
null_percent=1 size=1.04858M
TDigestKernelDoubleCentiles/1048576/10 10204 us
10018 us 69 bytes_per_second=99.8173Mi/s items_per_second=13.0833M/s
null_percent=10 size=1.04858M
TDigestKernelDoubleCentiles/1048576/2 6595 us
6555 us 106 bytes_per_second=152.545Mi/s items_per_second=19.9944M/s
null_percent=50 size=1.04858M
TDigestKernelDoubleCentiles/1048576/1 30.2 us
29.7 us 23464 bytes_per_second=32.8279Gi/s items_per_second=4.40609G/s
null_percent=100 size=1.04858M
TDigestKernelDoubleCentiles/1048576/0 10486 us
10437 us 67 bytes_per_second=95.8098Mi/s items_per_second=12.558M/s
null_percent=0 size=1.04858M
```
</details>
#### asof-join
<details><summary>result</summary>
```
Unable to determine clock rate from sysctl: hw.cpufrequency: No such file or
directory
This does not affect benchmark measurements, only the metadata output.
***WARNING*** Failed to set thread affinity. Estimated CPU frequency may be
incorrect.
2024-03-29T00:37:38+09:00
Running
/Users/lama/workspace/arrow-new/cpp/cmake-build-debug/debug/arrow-acero-asof-join-benchmark
Run on (10 X 24 MHz CPU s)
CPU Caches:
L1 Data 64 KiB
L1 Instruction 128 KiB
L2 Unified 4096 KiB (x10)
Load Average: 8.59, 14.36, 10.14
***WARNING*** Library was built as DEBUG. Timings may be affected.
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Benchmark
Time CPU Iterations UserCounters...
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
AsOfJoinOverhead/left_freq:200/left_cols:20/left_ids:500/batch_size:4000/num_right_tables:1/right_freq:200/right_cols:20/right_ids:500/real_time
642579334 ns 30050000 ns 1 bytes_per_second=43.0951M/s
input_rows_per_second=250.553k/s maximum_peak_memory=29.0547M
AsOfJoinOverhead/left_freq:400/left_cols:20/left_ids:500/batch_size:4000/num_right_tables:1/right_freq:400/right_cols:20/right_ids:500/real_time
319011750 ns 12302500 ns 2 bytes_per_second=43.6724M/s
input_rows_per_second=253.909k/s maximum_peak_memory=29.0547M
AsOfJoinOverhead/left_freq:1000/left_cols:20/left_ids:500/batch_size:4000/num_right_tables:1/right_freq:1000/right_cols:20/right_ids:500/real_time
130200425 ns 5821000 ns 5 bytes_per_second=43.5943M/s
input_rows_per_second=253.455k/s maximum_peak_memory=29.0547M
AsOfJoinOverhead/left_freq:400/left_cols:10/left_ids:500/batch_size:4000/num_right_tables:1/right_freq:400/right_cols:10/right_ids:500/real_time
226292361 ns 6799000 ns 3 bytes_per_second=32.9309M/s
input_rows_per_second=357.944k/s maximum_peak_memory=29.0547M
AsOfJoinOverhead/left_freq:400/left_cols:20/left_ids:500/batch_size:4000/num_right_tables:1/right_freq:400/right_cols:20/right_ids:500/real_time
313481520 ns 12202500 ns 2 bytes_per_second=44.4428M/s
input_rows_per_second=258.388k/s maximum_peak_memory=29.0547M
AsOfJoinOverhead/left_freq:400/left_cols:100/left_ids:500/batch_size:4000/num_right_tables:1/right_freq:400/right_cols:100/right_ids:500/real_time
1020176167 ns 57033000 ns 1 bytes_per_second=64.4712M/s
input_rows_per_second=79.3981k/s maximum_peak_memory=72.2598M
AsOfJoinOverhead/left_freq:400/left_cols:20/left_ids:100/batch_size:4000/num_right_tables:1/right_freq:400/right_cols:20/right_ids:100/real_time
66084046 ns 3692200 ns 10 bytes_per_second=42.1645M/s
input_rows_per_second=245.142k/s maximum_peak_memory=72.2598M
AsOfJoinOverhead/left_freq:400/left_cols:20/left_ids:500/batch_size:4000/num_right_tables:1/right_freq:400/right_cols:20/right_ids:500/real_time
316252271 ns 12139500 ns 2 bytes_per_second=44.0534M/s
input_rows_per_second=256.125k/s maximum_peak_memory=72.2598M
AsOfJoinOverhead/left_freq:400/left_cols:20/left_ids:1000/batch_size:4000/num_right_tables:1/right_freq:400/right_cols:20/right_ids:1000/real_time
671592167 ns 23319000 ns 1 bytes_per_second=41.4895M/s
input_rows_per_second=241.218k/s maximum_peak_memory=72.2598M
AsOfJoinOverhead/left_freq:400/left_cols:20/left_ids:500/batch_size:4000/num_right_tables:1/right_freq:400/right_cols:20/right_ids:500/real_time
316070562 ns 12444500 ns 2 bytes_per_second=44.0788M/s
input_rows_per_second=256.272k/s maximum_peak_memory=72.2598M
AsOfJoinOverhead/left_freq:400/left_cols:20/left_ids:500/batch_size:4000/num_right_tables:10/right_freq:400/right_cols:20/right_ids:500/real_time
1931446875 ns 67229000 ns 1 bytes_per_second=39.6728M/s
input_rows_per_second=230.656k/s maximum_peak_memory=83.9027M
AsOfJoinOverhead/left_freq:400/left_cols:20/left_ids:500/batch_size:4000/num_right_tables:50/right_freq:400/right_cols:20/right_ids:500/real_time
9099168541 ns 320685000 ns 1 bytes_per_second=39.0438M/s
input_rows_per_second=226.999k/s maximum_peak_memory=388.827M
AsOfJoinOverhead/left_freq:400/left_cols:20/left_ids:500/batch_size:1000/num_right_tables:1/right_freq:400/right_cols:20/right_ids:500/real_time
369200812 ns 45132500 ns 2 bytes_per_second=37.7356M/s
input_rows_per_second=219.393k/s maximum_peak_memory=388.827M
AsOfJoinOverhead/left_freq:400/left_cols:20/left_ids:500/batch_size:4000/num_right_tables:1/right_freq:400/right_cols:20/right_ids:500/real_time
314396875 ns 12398500 ns 2 bytes_per_second=44.3134M/s
input_rows_per_second=257.636k/s maximum_peak_memory=388.827M
AsOfJoinOverhead/left_freq:400/left_cols:20/left_ids:500/batch_size:32000/num_right_tables:1/right_freq:400/right_cols:20/right_ids:500/real_time
348591583 ns 2820500 ns 2 bytes_per_second=39.9665M/s
input_rows_per_second=232.364k/s maximum_peak_memory=388.827M
```
</details>
#### expression
<details><summary>result</summary>
```
Unable to determine clock rate from sysctl: hw.cpufrequency: No such file or
directory
This does not affect benchmark measurements, only the metadata output.
***WARNING*** Failed to set thread affinity. Estimated CPU frequency may be
incorrect.
2024-03-29T00:31:59+09:00
Running
/Users/lama/workspace/arrow-new/cpp/cmake-build-debug/debug/arrow-acero-expression-benchmark
Run on (10 X 24 MHz CPU s)
CPU Caches:
L1 Data 64 KiB
L1 Instruction 128 KiB
L2 Unified 4096 KiB (x10)
Load Average: 15.63, 9.86, 6.22
***WARNING*** Library was built as DEBUG. Timings may be affected.
-------------------------------------------------------------------------------------------------------------------------------------------------
Benchmark
Time CPU Iterations
-------------------------------------------------------------------------------------------------------------------------------------------------
SimplifyFilterWithGuarantee/negative_filter_simple_guarantee_simple
82586 ns 82002 ns 8456
SimplifyFilterWithGuarantee/negative_filter_cast_guarantee_simple
127296 ns 125998 ns 5532
SimplifyFilterWithGuarantee/negative_filter_simple_guarantee_dictionary
194366 ns 179738 ns 3903
SimplifyFilterWithGuarantee/negative_filter_cast_guarantee_dictionary
233414 ns 225572 ns 3151
SimplifyFilterWithGuarantee/positive_filter_simple_guarantee_simple
88787 ns 84002 ns 7842
SimplifyFilterWithGuarantee/positive_filter_cast_guarantee_simple
152216 ns 133151 ns 4866
SimplifyFilterWithGuarantee/positive_filter_simple_guarantee_dictionary
271493 ns 180017 ns 3842
SimplifyFilterWithGuarantee/positive_filter_cast_guarantee_dictionary
331486 ns 227937 ns 2966
BindAndEvaluate/simple_array
5939 ns 4311 ns 161258
BindAndEvaluate/simple_scalar
4278 ns 4236 ns 166568
BindAndEvaluate/nested_array
36302 ns 33822 ns 20584
BindAndEvaluate/nested_scalar
55476 ns 41991 ns 16864
ExecuteScalarExpressionOverhead/complex_integer_expression/rows_per_batch:1000/real_time/threads:1
51996887 ns 51307714 ns 14 batches_per_second=19.2319k/s
rows_per_second=19.2319M/s
ExecuteScalarExpressionOverhead/complex_integer_expression/rows_per_batch:1000/real_time/threads:10
10054588 ns 58969000 ns 60 batches_per_second=99.4571k/s
rows_per_second=99.4571M/s
ExecuteScalarExpressionOverhead/complex_integer_expression/rows_per_batch:10000/real_time/threads:1
11334713 ns 11016841 ns 63 batches_per_second=8.82246k/s
rows_per_second=88.2246M/s
ExecuteScalarExpressionOverhead/complex_integer_expression/rows_per_batch:10000/real_time/threads:10
1842161 ns 11632854 ns 280 batches_per_second=54.2841k/s
rows_per_second=542.841M/s
ExecuteScalarExpressionOverhead/complex_integer_expression/rows_per_batch:100000/real_time/threads:1
6867157 ns 6777029 ns 104 batches_per_second=1.45621k/s
rows_per_second=145.621M/s
ExecuteScalarExpressionOverhead/complex_integer_expression/rows_per_batch:100000/real_time/threads:10
1219793 ns 6994196 ns 810 batches_per_second=8.19811k/s
rows_per_second=819.811M/s
ExecuteScalarExpressionOverhead/complex_integer_expression/rows_per_batch:1000000/real_time/threads:1
7426432 ns 6519087 ns 92 batches_per_second=134.654/s
rows_per_second=134.654M/s
ExecuteScalarExpressionOverhead/complex_integer_expression/rows_per_batch:1000000/real_time/threads:10
1083947 ns 6681778 ns 720 batches_per_second=922.554/s
rows_per_second=922.554M/s
ExecuteScalarExpressionOverhead/complex_expression/rows_per_batch:1000/real_time/threads:1
81333369 ns 51446231 ns 13
batches_per_second=12.2951k/s rows_per_second=12.2951M/s
ExecuteScalarExpressionOverhead/complex_expression/rows_per_batch:1000/real_time/threads:10
9711668 ns 57818475 ns 80
batches_per_second=102.969k/s rows_per_second=102.969M/s
ExecuteScalarExpressionOverhead/complex_expression/rows_per_batch:10000/real_time/threads:1
10930983 ns 10808862 ns 65
batches_per_second=9.14831k/s rows_per_second=91.4831M/s
ExecuteScalarExpressionOverhead/complex_expression/rows_per_batch:10000/real_time/threads:10
1744277 ns 11924141 ns 460
batches_per_second=57.3303k/s rows_per_second=573.303M/s
ExecuteScalarExpressionOverhead/complex_expression/rows_per_batch:100000/real_time/threads:1
7235866 ns 6892392 ns 102
batches_per_second=1.382k/s rows_per_second=138.2M/s
ExecuteScalarExpressionOverhead/complex_expression/rows_per_batch:100000/real_time/threads:10
1506218 ns 7189032 ns 710
batches_per_second=6.63915k/s rows_per_second=663.915M/s
ExecuteScalarExpressionOverhead/complex_expression/rows_per_batch:1000000/real_time/threads:1
7074817 ns 6657280 ns 82
batches_per_second=141.346/s rows_per_second=141.346M/s
ExecuteScalarExpressionOverhead/complex_expression/rows_per_batch:1000000/real_time/threads:10
1093700 ns 6977623 ns 730
batches_per_second=914.327/s rows_per_second=914.327M/s
ExecuteScalarExpressionBaseline<ComplexExpressionBaseline>/rows_per_batch:1000/real_time/threads:1
6740880 ns 6203287 ns 115 batches_per_second=148.349k/s
rows_per_second=148.349M/s
ExecuteScalarExpressionBaseline<ComplexExpressionBaseline>/rows_per_batch:1000/real_time/threads:10
1418016 ns 6725195 ns 580 batches_per_second=705.211k/s
rows_per_second=705.211M/s
ExecuteScalarExpressionBaseline<ComplexExpressionBaseline>/rows_per_batch:10000/real_time/threads:1
6461546 ns 6280300 ns 110 batches_per_second=15.4762k/s
rows_per_second=154.762M/s
ExecuteScalarExpressionBaseline<ComplexExpressionBaseline>/rows_per_batch:10000/real_time/threads:10
1092614 ns 6711207 ns 750 batches_per_second=91.5236k/s
rows_per_second=915.236M/s
ExecuteScalarExpressionBaseline<ComplexExpressionBaseline>/rows_per_batch:100000/real_time/threads:1
6377628 ns 6292773 ns 110 batches_per_second=1.56798k/s
rows_per_second=156.798M/s
ExecuteScalarExpressionBaseline<ComplexExpressionBaseline>/rows_per_batch:100000/real_time/threads:10
1145324 ns 6717241 ns 700 batches_per_second=8.73115k/s
rows_per_second=873.115M/s
ExecuteScalarExpressionBaseline<ComplexExpressionBaseline>/rows_per_batch:1000000/real_time/threads:1
6336132 ns 6294586 ns 111 batches_per_second=157.825/s
rows_per_second=157.825M/s
ExecuteScalarExpressionBaseline<ComplexExpressionBaseline>/rows_per_batch:1000000/real_time/threads:10
1070310 ns 6804308 ns 730 batches_per_second=934.309/s
rows_per_second=934.309M/s
ExecuteScalarExpressionOverhead/simple_expression/rows_per_batch:1000/real_time/threads:1
23796562 ns 19156079 ns 38
batches_per_second=42.0229k/s rows_per_second=42.0229M/s
ExecuteScalarExpressionOverhead/simple_expression/rows_per_batch:1000/real_time/threads:10
3367366 ns 20297315 ns 200
batches_per_second=296.968k/s rows_per_second=296.968M/s
ExecuteScalarExpressionOverhead/simple_expression/rows_per_batch:10000/real_time/threads:1
8745736 ns 8586329 ns 79
batches_per_second=11.4341k/s rows_per_second=114.341M/s
ExecuteScalarExpressionOverhead/simple_expression/rows_per_batch:10000/real_time/threads:10
1556905 ns 10683829 ns 450
batches_per_second=64.23k/s rows_per_second=642.3M/s
ExecuteScalarExpressionOverhead/simple_expression/rows_per_batch:100000/real_time/threads:1
6223027 ns 6181709 ns 110
batches_per_second=1.60694k/s rows_per_second=160.694M/s
ExecuteScalarExpressionOverhead/simple_expression/rows_per_batch:100000/real_time/threads:10
974524 ns 7238579 ns 760
batches_per_second=10.2614k/s rows_per_second=1.02614G/s
ExecuteScalarExpressionOverhead/simple_expression/rows_per_batch:1000000/real_time/threads:1
6055272 ns 5904857 ns 119
batches_per_second=165.145/s rows_per_second=165.145M/s
ExecuteScalarExpressionOverhead/simple_expression/rows_per_batch:1000000/real_time/threads:10
1127744 ns 6861134 ns 710
batches_per_second=886.726/s rows_per_second=886.726M/s
ExecuteScalarExpressionBaseline<SimpleExpressionBaseline>/rows_per_batch:1000/real_time/threads:1
4457667 ns 2730091 ns 209 batches_per_second=224.333k/s
rows_per_second=224.333M/s
ExecuteScalarExpressionBaseline<SimpleExpressionBaseline>/rows_per_batch:1000/real_time/threads:10
600185 ns 2793568 ns 1000 batches_per_second=1.66615M/s
rows_per_second=1.66615G/s
ExecuteScalarExpressionBaseline<SimpleExpressionBaseline>/rows_per_batch:10000/real_time/threads:1
5289519 ns 2891410 ns 100 batches_per_second=18.9053k/s
rows_per_second=189.053M/s
ExecuteScalarExpressionBaseline<SimpleExpressionBaseline>/rows_per_batch:10000/real_time/threads:10
790050 ns 3017442 ns 1120 batches_per_second=126.574k/s
rows_per_second=1.26574G/s
ExecuteScalarExpressionBaseline<SimpleExpressionBaseline>/rows_per_batch:100000/real_time/threads:1
7840444 ns 2908390 ns 123 batches_per_second=1.27544k/s
rows_per_second=127.544M/s
ExecuteScalarExpressionBaseline<SimpleExpressionBaseline>/rows_per_batch:100000/real_time/threads:10
602903 ns 2967107 ns 1140 batches_per_second=16.5864k/s
rows_per_second=1.65864G/s
ExecuteScalarExpressionBaseline<SimpleExpressionBaseline>/rows_per_batch:1000000/real_time/threads:1
2760547 ns 2748690 ns 226 batches_per_second=362.247/s
rows_per_second=362.247M/s
ExecuteScalarExpressionBaseline<SimpleExpressionBaseline>/rows_per_batch:1000000/real_time/threads:10
568387 ns 2869318 ns 1000 batches_per_second=1.75936k/s
rows_per_second=1.75936G/s
ExecuteScalarExpressionOverhead/zero_copy_expression/rows_per_batch:1000/real_time/threads:1
13254361 ns 9399847 ns 72
batches_per_second=75.4469k/s rows_per_second=75.4469M/s
ExecuteScalarExpressionOverhead/zero_copy_expression/rows_per_batch:1000/real_time/threads:10
1527679 ns 12652662 ns 500
batches_per_second=654.588k/s rows_per_second=654.588M/s
ExecuteScalarExpressionOverhead/zero_copy_expression/rows_per_batch:10000/real_time/threads:1
904086 ns 899779 ns 769
batches_per_second=110.609k/s rows_per_second=1.10609G/s
ExecuteScalarExpressionOverhead/zero_copy_expression/rows_per_batch:10000/real_time/threads:10
218781 ns 1256867 ns 3900
batches_per_second=457.078k/s rows_per_second=4.57078G/s
ExecuteScalarExpressionOverhead/zero_copy_expression/rows_per_batch:100000/real_time/threads:1
94778 ns 92542 ns 6838
batches_per_second=105.51k/s rows_per_second=10.551G/s
ExecuteScalarExpressionOverhead/zero_copy_expression/rows_per_batch:100000/real_time/threads:10
18961 ns 129290 ns 39760
batches_per_second=527.409k/s rows_per_second=52.7409G/s
ExecuteScalarExpressionOverhead/zero_copy_expression/rows_per_batch:1000000/real_time/threads:1
9197 ns 9140 ns 77055
batches_per_second=108.734k/s rows_per_second=108.734G/s
ExecuteScalarExpressionOverhead/zero_copy_expression/rows_per_batch:1000000/real_time/threads:10
1869 ns 12885 ns 372540 batches_per_second=535.143k/s
rows_per_second=535.143G/s
ExecuteScalarExpressionOverhead/ref_only_expression/rows_per_batch:1000/real_time/threads:1
515862 ns 474257 ns 1000
batches_per_second=1.9385M/s rows_per_second=1.9385G/s
ExecuteScalarExpressionOverhead/ref_only_expression/rows_per_batch:1000/real_time/threads:10
83530 ns 555298 ns 10740
batches_per_second=11.9717M/s rows_per_second=11.9717G/s
ExecuteScalarExpressionOverhead/ref_only_expression/rows_per_batch:10000/real_time/threads:1
46504 ns 46232 ns 14898
batches_per_second=2.15037M/s rows_per_second=21.5037G/s
ExecuteScalarExpressionOverhead/ref_only_expression/rows_per_batch:10000/real_time/threads:10
7205 ns 52478 ns 95350
batches_per_second=13.879M/s rows_per_second=138.79G/s
ExecuteScalarExpressionOverhead/ref_only_expression/rows_per_batch:100000/real_time/threads:1
4705 ns 4650 ns 144431
batches_per_second=2.12547M/s rows_per_second=212.547G/s
ExecuteScalarExpressionOverhead/ref_only_expression/rows_per_batch:100000/real_time/threads:10
648 ns 5232 ns 1200620
batches_per_second=15.4362M/s rows_per_second=1.54362T/s
ExecuteScalarExpressionOverhead/ref_only_expression/rows_per_batch:1000000/real_time/threads:1
465 ns 461 ns 1509625
batches_per_second=2.15265M/s rows_per_second=2.15265T/s
ExecuteScalarExpressionOverhead/ref_only_expression/rows_per_batch:1000000/real_time/threads:10
61.0 ns 516 ns 10139320
batches_per_second=16.3925M/s rows_per_second=16.3925T/s
```
</details>
#### filter
<details><summary>result</summary>
```
Unable to determine clock rate from sysctl: hw.cpufrequency: No such file or
directory
This does not affect benchmark measurements, only the metadata output.
***WARNING*** Failed to set thread affinity. Estimated CPU frequency may be
incorrect.
2024-03-29T00:35:03+09:00
Running
/Users/lama/workspace/arrow-new/cpp/cmake-build-debug/debug/arrow-acero-filter-benchmark
Run on (10 X 24 MHz CPU s)
CPU Caches:
L1 Data 64 KiB
L1 Instruction 128 KiB
L2 Unified 4096 KiB (x10)
Load Average: 31.42, 18.93, 10.61
***WARNING*** Library was built as DEBUG. Timings may be affected.
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Benchmark
Time CPU
Iterations UserCounters...
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
FilterOverheadIsolated/complex_expression/batch_size:1000/null_prob:0/bool_true_prob:50/real_time
34986598 ns 7235500 ns 20
batches_per_second=28.5824k/s rows_per_second=28.5824M/s
FilterOverheadIsolated/complex_expression/batch_size:10000/null_prob:0/bool_true_prob:50/real_time
10410021 ns 1142134 ns 67
batches_per_second=9.60613k/s rows_per_second=96.0613M/s
FilterOverheadIsolated/complex_expression/batch_size:100000/null_prob:0/bool_true_prob:50/real_time
9954630 ns 353186 ns 70
batches_per_second=1.00456k/s rows_per_second=100.456M/s
FilterOverheadIsolated/complex_expression/batch_size:1000000/null_prob:0/bool_true_prob:50/real_time
47771617 ns 306400 ns 15
batches_per_second=20.9329/s rows_per_second=20.9329M/s
FilterOverheadIsolated/simple_expression/batch_size:1000/null_prob:0/bool_true_prob:50/real_time
29151342 ns 7467083 ns 24
batches_per_second=34.3037k/s rows_per_second=34.3037M/s
FilterOverheadIsolated/simple_expression/batch_size:10000/null_prob:0/bool_true_prob:50/real_time
8667509 ns 1149247 ns 81
batches_per_second=11.5373k/s rows_per_second=115.373M/s
FilterOverheadIsolated/simple_expression/batch_size:100000/null_prob:0/bool_true_prob:50/real_time
8163880 ns 367634 ns 93
batches_per_second=1.22491k/s rows_per_second=122.491M/s
FilterOverheadIsolated/simple_expression/batch_size:1000000/null_prob:0/bool_true_prob:50/real_time
37399167 ns 327526 ns 19
batches_per_second=26.7386/s rows_per_second=26.7386M/s
FilterOverheadIsolated/ref_only_expression/batch_size:1000/null_prob:0/bool_true_prob:50/real_time
22337363 ns 7275935 ns 31
batches_per_second=44.768k/s rows_per_second=44.768M/s
FilterOverheadIsolated/ref_only_expression/batch_size:10000/null_prob:0/bool_true_prob:50/real_time
6735063 ns 1178554 ns 101
batches_per_second=14.8477k/s rows_per_second=148.477M/s
FilterOverheadIsolated/ref_only_expression/batch_size:100000/null_prob:0/bool_true_prob:50/real_time
6106911 ns 364009 ns 115
batches_per_second=1.63749k/s rows_per_second=163.749M/s
FilterOverheadIsolated/ref_only_expression/batch_size:1000000/null_prob:0/bool_true_prob:50/real_time
28026008 ns 299200 ns 25
batches_per_second=35.6811/s rows_per_second=35.6811M/s
FilterOverhead/complex_expression/batch_size:1000/null_prob:0/bool_true_prob:50/real_time
58842417 ns 4774063 ns 16
batches_per_second=16.9945k/s rows_per_second=16.9945M/s
FilterOverhead/complex_expression/batch_size:10000/null_prob:0/bool_true_prob:50/real_time
13278072 ns 1033151 ns 53
batches_per_second=7.53121k/s rows_per_second=75.3121M/s
FilterOverhead/complex_expression/batch_size:100000/null_prob:0/bool_true_prob:50/real_time
14524770 ns 695235 ns 51
batches_per_second=688.479/s rows_per_second=68.8479M/s
FilterOverhead/complex_expression/batch_size:1000000/null_prob:0/bool_true_prob:50/real_time
67660304 ns 555300 ns 10
batches_per_second=14.7797/s rows_per_second=14.7797M/s
FilterOverhead/simple_expression/batch_size:1000/null_prob:0/bool_true_prob:50/real_time
36915357 ns 5098053 ns 19
batches_per_second=27.089k/s rows_per_second=27.089M/s
FilterOverhead/simple_expression/batch_size:10000/null_prob:0/bool_true_prob:50/real_time
11410658 ns 882371 ns 62
batches_per_second=8.76374k/s rows_per_second=87.6374M/s
FilterOverhead/simple_expression/batch_size:100000/null_prob:0/bool_true_prob:50/real_time
11974633 ns 591387 ns 62
batches_per_second=835.099/s rows_per_second=83.5099M/s
FilterOverhead/simple_expression/batch_size:1000000/null_prob:0/bool_true_prob:50/real_time
57296896 ns 612333 ns 12
batches_per_second=17.453/s rows_per_second=17.453M/s
FilterOverhead/ref_only_expression/batch_size:1000/null_prob:0/bool_true_prob:50/real_time
31043873 ns 5099000 ns 22
batches_per_second=32.2125k/s rows_per_second=32.2125M/s
FilterOverhead/ref_only_expression/batch_size:10000/null_prob:0/bool_true_prob:50/real_time
9541077 ns 916333 ns 81
batches_per_second=10.481k/s rows_per_second=104.81M/s
FilterOverhead/ref_only_expression/batch_size:100000/null_prob:0/bool_true_prob:50/real_time
9122005 ns 620013 ns 78
batches_per_second=1.09625k/s rows_per_second=109.625M/s
FilterOverhead/ref_only_expression/batch_size:1000000/null_prob:0/bool_true_prob:50/real_time
44431198 ns 578625 ns 16
batches_per_second=22.5067/s rows_per_second=22.5067M/s
FilterOverhead/selectivity_benchmark/batch_size:1000/null_prob:10/bool_true_prob:50/real_time
45872821 ns 8366412 ns 17
batches_per_second=21.7994k/s rows_per_second=21.7994M/s
FilterOverhead/selectivity_benchmark/batch_size:1000/null_prob:50/bool_true_prob:50/real_time
35085423 ns 7171200 ns 20
batches_per_second=28.5019k/s rows_per_second=28.5019M/s
FilterOverhead/selectivity_benchmark/batch_size:1000/null_prob:75/bool_true_prob:50/real_time
33405230 ns 6431524 ns 21
batches_per_second=29.9354k/s rows_per_second=29.9354M/s
FilterOverhead/selectivity_benchmark/batch_size:1000/null_prob:100/bool_true_prob:50/real_time
26365753 ns 1743593 ns 27
batches_per_second=37.928k/s rows_per_second=37.928M/s
FilterOverhead/selectivity_benchmark/batch_size:10000/null_prob:10/bool_true_prob:50/real_time
7837708 ns 1447607 ns 89
batches_per_second=12.7588k/s rows_per_second=127.588M/s
FilterOverhead/selectivity_benchmark/batch_size:10000/null_prob:50/bool_true_prob:50/real_time
7424617 ns 1059753 ns 93
batches_per_second=13.4687k/s rows_per_second=134.687M/s
FilterOverhead/selectivity_benchmark/batch_size:10000/null_prob:75/bool_true_prob:50/real_time
5834592 ns 866588 ns 119
batches_per_second=17.1392k/s rows_per_second=171.392M/s
FilterOverhead/selectivity_benchmark/batch_size:10000/null_prob:100/bool_true_prob:50/real_time
2972214 ns 246475 ns 217
batches_per_second=33.645k/s rows_per_second=336.45M/s
FilterOverhead/selectivity_benchmark/batch_size:100000/null_prob:10/bool_true_prob:50/real_time
6953875 ns 828604 ns 101
batches_per_second=1.43805k/s rows_per_second=143.805M/s
FilterOverhead/selectivity_benchmark/batch_size:100000/null_prob:50/bool_true_prob:50/real_time
6939299 ns 696598 ns 102
batches_per_second=1.44107k/s rows_per_second=144.107M/s
FilterOverhead/selectivity_benchmark/batch_size:100000/null_prob:75/bool_true_prob:50/real_time
5080602 ns 615540 ns 100
batches_per_second=1.96827k/s rows_per_second=196.827M/s
FilterOverhead/selectivity_benchmark/batch_size:100000/null_prob:100/bool_true_prob:50/real_time
1530483 ns 127537 ns 460
batches_per_second=6.53388k/s rows_per_second=653.388M/s
FilterOverhead/selectivity_benchmark/batch_size:1000000/null_prob:10/bool_true_prob:50/real_time
30662502 ns 919043 ns 23
batches_per_second=32.6131/s rows_per_second=32.6131M/s
FilterOverhead/selectivity_benchmark/batch_size:1000000/null_prob:50/bool_true_prob:50/real_time
31147556 ns 701130 ns 23
batches_per_second=32.1052/s rows_per_second=32.1052M/s
FilterOverhead/selectivity_benchmark/batch_size:1000000/null_prob:75/bool_true_prob:50/real_time
20412298 ns 559971 ns 34
batches_per_second=48.9901/s rows_per_second=48.9901M/s
FilterOverhead/selectivity_benchmark/batch_size:1000000/null_prob:100/bool_true_prob:50/real_time
4329439 ns 114563 ns 158
batches_per_second=230.977/s rows_per_second=230.977M/s
FilterOverhead/not_null_to_is_true_multipass_benchmark/batch_size:1000/null_prob:0/bool_true_prob:25/real_time
43074386 ns 4132062 ns 16
batches_per_second=23.2157k/s rows_per_second=23.2157M/s
FilterOverhead/not_null_to_is_true_multipass_benchmark/batch_size:1000/null_prob:25/bool_true_prob:33/real_time
48086327 ns 6484929 ns 14 batches_per_second=20.7959k/s
rows_per_second=20.7959M/s
FilterOverhead/not_null_to_is_true_multipass_benchmark/batch_size:1000/null_prob:50/bool_true_prob:50/real_time
52145971 ns 6878700 ns 10 batches_per_second=19.1769k/s
rows_per_second=19.1769M/s
FilterOverhead/not_null_to_is_true_multipass_benchmark/batch_size:1000/null_prob:75/bool_true_prob:100/real_time
44654208 ns 6825188 ns 16 batches_per_second=22.3943k/s
rows_per_second=22.3943M/s
FilterOverhead/not_null_to_is_true_multipass_benchmark/batch_size:10000/null_prob:0/bool_true_prob:25/real_time
9456569 ns 598722 ns 72 batches_per_second=10.5747k/s
rows_per_second=105.747M/s
FilterOverhead/not_null_to_is_true_multipass_benchmark/batch_size:10000/null_prob:25/bool_true_prob:33/real_time
11579311 ns 832377 ns 61 batches_per_second=8.63609k/s
rows_per_second=86.3609M/s
FilterOverhead/not_null_to_is_true_multipass_benchmark/batch_size:10000/null_prob:50/bool_true_prob:50/real_time
10886502 ns 829323 ns 65 batches_per_second=9.18569k/s
rows_per_second=91.8569M/s
FilterOverhead/not_null_to_is_true_multipass_benchmark/batch_size:10000/null_prob:75/bool_true_prob:100/real_time
7454880 ns 851206 ns 97 batches_per_second=13.414k/s
rows_per_second=134.14M/s
FilterOverhead/not_null_to_is_true_multipass_benchmark/batch_size:100000/null_prob:0/bool_true_prob:25/real_time
9096331 ns 471014 ns 74 batches_per_second=1.09934k/s
rows_per_second=109.934M/s
FilterOverhead/not_null_to_is_true_multipass_benchmark/batch_size:100000/null_prob:25/bool_true_prob:33/real_time
11484958 ns 592790 ns 62 batches_per_second=870.704/s
rows_per_second=87.0704M/s
FilterOverhead/not_null_to_is_true_multipass_benchmark/batch_size:100000/null_prob:50/bool_true_prob:50/real_time
11373243 ns 590809 ns 68 batches_per_second=879.257/s
rows_per_second=87.9257M/s
FilterOverhead/not_null_to_is_true_multipass_benchmark/batch_size:100000/null_prob:75/bool_true_prob:100/real_time
6675434 ns 581570 ns 100 batches_per_second=1.49803k/s
rows_per_second=149.803M/s
FilterOverhead/not_null_to_is_true_multipass_benchmark/batch_size:1000000/null_prob:0/bool_true_prob:25/real_time
43122169 ns 505625 ns 16 batches_per_second=23.1899/s
rows_per_second=23.1899M/s
FilterOverhead/not_null_to_is_true_multipass_benchmark/batch_size:1000000/null_prob:25/bool_true_prob:33/real_time
55753141 ns 698154 ns 13 batches_per_second=17.9362/s
rows_per_second=17.9362M/s
FilterOverhead/not_null_to_is_true_multipass_benchmark/batch_size:1000000/null_prob:50/bool_true_prob:50/real_time
51486369 ns 735000 ns 14 batches_per_second=19.4226/s
rows_per_second=19.4226M/s
FilterOverhead/not_null_to_is_true_multipass_benchmark/batch_size:1000000/null_prob:75/bool_true_prob:100/real_time
26757149 ns 587000 ns 26 batches_per_second=37.3732/s
rows_per_second=37.3732M/s
FilterOverhead/not_null_and_is_true_singlepass_benchmark/batch_size:1000/null_prob:0/bool_true_prob:25/real_time
40894924 ns 6142706 ns 17 batches_per_second=24.4529k/s
rows_per_second=24.4529M/s
FilterOverhead/not_null_and_is_true_singlepass_benchmark/batch_size:1000/null_prob:25/bool_true_prob:33/real_time
41271983 ns 6370941 ns 17 batches_per_second=24.2295k/s
rows_per_second=24.2295M/s
FilterOverhead/not_null_and_is_true_singlepass_benchmark/batch_size:1000/null_prob:50/bool_true_prob:50/real_time
42292091 ns 6688882 ns 17 batches_per_second=23.6451k/s
rows_per_second=23.6451M/s
FilterOverhead/not_null_and_is_true_singlepass_benchmark/batch_size:1000/null_prob:75/bool_true_prob:100/real_time
41621890 ns 6544000 ns 17 batches_per_second=24.0258k/s
rows_per_second=24.0258M/s
FilterOverhead/not_null_and_is_true_singlepass_benchmark/batch_size:10000/null_prob:0/bool_true_prob:25/real_time
7501867 ns 852280 ns 93 batches_per_second=13.33k/s
rows_per_second=133.3M/s
FilterOverhead/not_null_and_is_true_singlepass_benchmark/batch_size:10000/null_prob:25/bool_true_prob:33/real_time
7850993 ns 873382 ns 89 batches_per_second=12.7372k/s
rows_per_second=127.372M/s
FilterOverhead/not_null_and_is_true_singlepass_benchmark/batch_size:10000/null_prob:50/bool_true_prob:50/real_time
8255098 ns 895386 ns 88 batches_per_second=12.1137k/s
rows_per_second=121.137M/s
FilterOverhead/not_null_and_is_true_singlepass_benchmark/batch_size:10000/null_prob:75/bool_true_prob:100/real_time
8193954 ns 865529 ns 87 batches_per_second=12.2041k/s
rows_per_second=122.041M/s
FilterOverhead/not_null_and_is_true_singlepass_benchmark/batch_size:100000/null_prob:0/bool_true_prob:25/real_time
7339856 ns 628350 ns 100 batches_per_second=1.36242k/s
rows_per_second=136.242M/s
FilterOverhead/not_null_and_is_true_singlepass_benchmark/batch_size:100000/null_prob:25/bool_true_prob:33/real_time
11065400 ns 644442 ns 86 batches_per_second=903.718/s
rows_per_second=90.3718M/s
FilterOverhead/not_null_and_is_true_singlepass_benchmark/batch_size:100000/null_prob:50/bool_true_prob:50/real_time
10791456 ns 583812 ns 69 batches_per_second=926.659/s
rows_per_second=92.6659M/s
FilterOverhead/not_null_and_is_true_singlepass_benchmark/batch_size:100000/null_prob:75/bool_true_prob:100/real_time
10996702 ns 653446 ns 56 batches_per_second=909.364/s
rows_per_second=90.9364M/s
FilterOverhead/not_null_and_is_true_singlepass_benchmark/batch_size:1000000/null_prob:0/bool_true_prob:25/real_time
32390182 ns 610091 ns 22 batches_per_second=30.8736/s
rows_per_second=30.8736M/s
FilterOverhead/not_null_and_is_true_singlepass_benchmark/batch_size:1000000/null_prob:25/bool_true_prob:33/real_time
34041212 ns 584429 ns 21 batches_per_second=29.3762/s
rows_per_second=29.3762M/s
FilterOverhead/not_null_and_is_true_singlepass_benchmark/batch_size:1000000/null_prob:50/bool_true_prob:50/real_time
34326202 ns 658333 ns 21 batches_per_second=29.1323/s
rows_per_second=29.1323M/s
FilterOverhead/not_null_and_is_true_singlepass_benchmark/batch_size:1000000/null_prob:75/bool_true_prob:100/real_time
34153448 ns 610350 ns 20 batches_per_second=29.2796/s
rows_per_second=29.2796M/s
```
</details>
#### project
<details><summary>result</summary>
```
Unable to determine clock rate from sysctl: hw.cpufrequency: No such file or
directory
This does not affect benchmark measurements, only the metadata output.
***WARNING*** Failed to set thread affinity. Estimated CPU frequency may be
incorrect.
2024-03-29T00:36:45+09:00
Running
/Users/lama/workspace/arrow-new/cpp/cmake-build-debug/debug/arrow-acero-project-benchmark
Run on (10 X 24 MHz CPU s)
CPU Caches:
L1 Data 64 KiB
L1 Instruction 128 KiB
L2 Unified 4096 KiB (x10)
Load Average: 12.09, 15.79, 10.36
***WARNING*** Library was built as DEBUG. Timings may be affected.
---------------------------------------------------------------------------------------------------------------------------------------
Benchmark
Time CPU Iterations UserCounters...
---------------------------------------------------------------------------------------------------------------------------------------
ProjectionOverheadIsolated/complex_expression/batch_size:1000/real_time
21492539 ns 3504303 ns 33 batches_per_second=46.5278k/s
rows_per_second=46.5278M/s
ProjectionOverheadIsolated/complex_expression/batch_size:10000/real_time
3560454 ns 437254 ns 201 batches_per_second=28.0863k/s
rows_per_second=280.863M/s
ProjectionOverheadIsolated/complex_expression/batch_size:100000/real_time
1892476 ns 133785 ns 344 batches_per_second=5.28408k/s
rows_per_second=528.408M/s
ProjectionOverheadIsolated/complex_expression/batch_size:1000000/real_time
7181130 ns 75630 ns 100 batches_per_second=139.254/s
rows_per_second=139.254M/s
ProjectionOverheadIsolated/simple_expression/batch_size:1000/real_time
14456792 ns 5865000 ns 48 batches_per_second=69.1716k/s
rows_per_second=69.1716M/s
ProjectionOverheadIsolated/simple_expression/batch_size:10000/real_time
3120318 ns 1151760 ns 217 batches_per_second=32.048k/s
rows_per_second=320.48M/s
ProjectionOverheadIsolated/simple_expression/batch_size:100000/real_time
2025780 ns 468837 ns 367 batches_per_second=4.93637k/s
rows_per_second=493.637M/s
ProjectionOverheadIsolated/simple_expression/batch_size:1000000/real_time
6246501 ns 386152 ns 112 batches_per_second=160.09/s
rows_per_second=160.09M/s
ProjectionOverheadIsolated/zero_copy_expression/batch_size:1000/real_time
7369586 ns 1249707 ns 99 batches_per_second=135.693k/s
rows_per_second=135.693M/s
ProjectionOverheadIsolated/zero_copy_expression/batch_size:10000/real_time
854418 ns 181131 ns 835 batches_per_second=117.039k/s
rows_per_second=1.17039G/s
ProjectionOverheadIsolated/zero_copy_expression/batch_size:100000/real_time
154479 ns 58118 ns 4774 batches_per_second=64.7336k/s
rows_per_second=6.47336G/s
ProjectionOverheadIsolated/zero_copy_expression/batch_size:1000000/real_time
44788 ns 15905 ns 14610 batches_per_second=22.3275k/s
rows_per_second=22.3275G/s
ProjectionOverheadIsolated/ref_only_expression/batch_size:1000/real_time
4824112 ns 889415 ns 147 batches_per_second=207.292k/s
rows_per_second=207.292M/s
ProjectionOverheadIsolated/ref_only_expression/batch_size:10000/real_time
562767 ns 142230 ns 1229 batches_per_second=177.693k/s
rows_per_second=1.77693G/s
ProjectionOverheadIsolated/ref_only_expression/batch_size:100000/real_time
108044 ns 54035 ns 6297 batches_per_second=92.5549k/s
rows_per_second=9.25549G/s
ProjectionOverheadIsolated/ref_only_expression/batch_size:1000000/real_time
28183 ns 14054 ns 23522 batches_per_second=35.4818k/s
rows_per_second=35.4818G/s
ProjectionOverhead/complex_expression/batch_size:1000/real_time
28181224 ns 3202083 ns 24 batches_per_second=35.4846k/s
rows_per_second=35.4846M/s
ProjectionOverhead/complex_expression/batch_size:10000/real_time
3762756 ns 412497 ns 185 batches_per_second=26.5763k/s
rows_per_second=265.763M/s
ProjectionOverhead/complex_expression/batch_size:100000/real_time
2715384 ns 299727 ns 242 batches_per_second=3.68272k/s
rows_per_second=368.272M/s
ProjectionOverhead/complex_expression/batch_size:1000000/real_time
10963974 ns 325108 ns 65 batches_per_second=91.2078/s
rows_per_second=91.2078M/s
ProjectionOverhead/simple_expression/batch_size:1000/real_time
24975749 ns 5531036 ns 28 batches_per_second=40.0388k/s
rows_per_second=40.0388M/s
ProjectionOverhead/simple_expression/batch_size:10000/real_time
4076807 ns 1174872 ns 179 batches_per_second=24.529k/s
rows_per_second=245.29M/s
ProjectionOverhead/simple_expression/batch_size:100000/real_time
2546712 ns 642050 ns 278 batches_per_second=3.92663k/s
rows_per_second=392.663M/s
ProjectionOverhead/simple_expression/batch_size:1000000/real_time
8428456 ns 801000 ns 82 batches_per_second=118.646/s
rows_per_second=118.646M/s
ProjectionOverhead/zero_copy_expression/batch_size:1000/real_time
19333688 ns 768114 ns 35 batches_per_second=51.7232k/s
rows_per_second=51.7232M/s
ProjectionOverhead/zero_copy_expression/batch_size:10000/real_time
2071127 ns 140798 ns 341 batches_per_second=48.2829k/s
rows_per_second=482.829M/s
ProjectionOverhead/zero_copy_expression/batch_size:100000/real_time
794082 ns 86892 ns 853 batches_per_second=12.5932k/s
rows_per_second=1.25932G/s
ProjectionOverhead/zero_copy_expression/batch_size:1000000/real_time
1183308 ns 75716 ns 584 batches_per_second=845.088/s
rows_per_second=845.088M/s
ProjectionOverhead/ref_only_expression/batch_size:1000/real_time
18835801 ns 781378 ns 37 batches_per_second=53.0904k/s
rows_per_second=53.0904M/s
ProjectionOverhead/ref_only_expression/batch_size:10000/real_time
1925986 ns 122383 ns 358 batches_per_second=51.9215k/s
rows_per_second=519.215M/s
ProjectionOverhead/ref_only_expression/batch_size:100000/real_time
697338 ns 74043 ns 972 batches_per_second=14.3402k/s
rows_per_second=1.43402G/s
ProjectionOverhead/ref_only_expression/batch_size:1000000/real_time
773061 ns 60940 ns 881 batches_per_second=1.29356k/s
rows_per_second=1.29356G/s
```
</details>
#### tpch
- I couldn't execute this benchmark.
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