zanmato1984 commented on PR #39487:
URL: https://github.com/apache/arrow/pull/39487#issuecomment-1907306413
I've also added some benchmarks (w/o touching files in the original PR) to
justify this PR perf-wise (I've been curious myself). Swiss join using residual
filter still outperforms the legacy implementation by 2x to 4x.
Here attached the detailed benchmarking results.
For trivial filter:
```
Run on (16 X 2400 MHz CPU s)
CPU Caches:
L1 Data 32 KiB
L1 Instruction 32 KiB
L2 Unified 256 KiB (x8)
L3 Unified 16384 KiB
Load Average: 2.98, 2.39, 2.09
------------------------------------------------------------------------------------------------------------------------------------------
Benchmark
Time CPU Iterations UserCounters...
------------------------------------------------------------------------------------------------------------------------------------------
BM_HashJoinBasic_TrivialResidualFilter/"Inner/Literal(true)"/Use basic:0
389846360 ns 389096000 ns 2 rows/sec=2.6949M/s
BM_HashJoinBasic_TrivialResidualFilter/"Inner/Literal(true)"/Use basic:1
1295892233 ns 1291962000 ns 1 rows/sec=811.615k/s
BM_HashJoinBasic_TrivialResidualFilter/"Left Semi/Literal(true)"/Use basic:0
103612682 ns 103334167 ns 6 rows/sec=10.1474M/s
BM_HashJoinBasic_TrivialResidualFilter/"Left Semi/Literal(true)"/Use basic:1
1037879506 ns 1035681000 ns 1 rows/sec=1.01245M/s
BM_HashJoinBasic_TrivialResidualFilter/"Right Semi/Literal(true)"/Use
basic:0 263961646 ns 263375000 ns 3 rows/sec=3.9813M/s
BM_HashJoinBasic_TrivialResidualFilter/"Right Semi/Literal(true)"/Use
basic:1 1048225307 ns 1045642000 ns 1 rows/sec=1.00281M/s
BM_HashJoinBasic_TrivialResidualFilter/"Left Anti/Literal(true)"/Use basic:0
89647682 ns 89423000 ns 8 rows/sec=11.726M/s
BM_HashJoinBasic_TrivialResidualFilter/"Left Anti/Literal(true)"/Use basic:1
1000408384 ns 997682000 ns 1 rows/sec=1.05101M/s
BM_HashJoinBasic_TrivialResidualFilter/"Right Anti/Literal(true)"/Use
basic:0 234920722 ns 234484667 ns 3 rows/sec=4.47183M/s
BM_HashJoinBasic_TrivialResidualFilter/"Right Anti/Literal(true)"/Use
basic:1 1004460080 ns 1002335000 ns 1 rows/sec=1.04613M/s
BM_HashJoinBasic_TrivialResidualFilter/"Left Outer/Literal(true)"/Use
basic:0 379100088 ns 378471000 ns 2 rows/sec=2.77056M/s
BM_HashJoinBasic_TrivialResidualFilter/"Left Outer/Literal(true)"/Use
basic:1 1216676033 ns 1213997000 ns 1 rows/sec=863.739k/s
BM_HashJoinBasic_TrivialResidualFilter/"Right Outer/Literal(true)"/Use
basic:0 384570135 ns 383849500 ns 2 rows/sec=2.73174M/s
BM_HashJoinBasic_TrivialResidualFilter/"Right Outer/Literal(true)"/Use
basic:1 1209476698 ns 1207006000 ns 1 rows/sec=868.741k/s
BM_HashJoinBasic_TrivialResidualFilter/"Full Outer/Literal(true)"/Use
basic:0 388439529 ns 387529000 ns 2 rows/sec=2.7058M/s
BM_HashJoinBasic_TrivialResidualFilter/"Full Outer/Literal(true)"/Use
basic:1 1227935150 ns 1224617000 ns 1 rows/sec=856.248k/s
BM_HashJoinBasic_TrivialResidualFilter/"Inner/Literal(false)"/Use basic:0
229299882 ns 228887000 ns 3 rows/sec=4.5812M/s
BM_HashJoinBasic_TrivialResidualFilter/"Inner/Literal(false)"/Use basic:1
1273364989 ns 1259394000 ns 1 rows/sec=832.604k/s
BM_HashJoinBasic_TrivialResidualFilter/"Left Semi/Literal(false)"/Use
basic:0 86782869 ns 86548500 ns 8 rows/sec=12.1155M/s
BM_HashJoinBasic_TrivialResidualFilter/"Left Semi/Literal(false)"/Use
basic:1 1127901070 ns 1116893000 ns 1 rows/sec=938.833k/s
BM_HashJoinBasic_TrivialResidualFilter/"Right Semi/Literal(false)"/Use
basic:0 228116072 ns 225050000 ns 3 rows/sec=4.6593M/s
BM_HashJoinBasic_TrivialResidualFilter/"Right Semi/Literal(false)"/Use
basic:1 1176053500 ns 1173668000 ns 1 rows/sec=893.418k/s
BM_HashJoinBasic_TrivialResidualFilter/"Left Anti/Literal(false)"/Use
basic:0 103468668 ns 103186500 ns 6 rows/sec=10.1619M/s
BM_HashJoinBasic_TrivialResidualFilter/"Left Anti/Literal(false)"/Use
basic:1 1122493432 ns 1119503000 ns 1 rows/sec=936.644k/s
BM_HashJoinBasic_TrivialResidualFilter/"Right Anti/Literal(false)"/Use
basic:0 229369068 ns 229005667 ns 3 rows/sec=4.57882M/s
BM_HashJoinBasic_TrivialResidualFilter/"Right Anti/Literal(false)"/Use
basic:1 1184838657 ns 1183118000 ns 1 rows/sec=886.282k/s
BM_HashJoinBasic_TrivialResidualFilter/"Left Outer/Literal(false)"/Use
basic:0 259581813 ns 258940667 ns 3 rows/sec=4.04948M/s
BM_HashJoinBasic_TrivialResidualFilter/"Left Outer/Literal(false)"/Use
basic:1 1268349788 ns 1265511000 ns 1 rows/sec=828.579k/s
BM_HashJoinBasic_TrivialResidualFilter/"Right Outer/Literal(false)"/Use
basic:0 261173207 ns 260618333 ns 3 rows/sec=4.02342M/s
BM_HashJoinBasic_TrivialResidualFilter/"Right Outer/Literal(false)"/Use
basic:1 1251746568 ns 1249713000 ns 1 rows/sec=839.053k/s
BM_HashJoinBasic_TrivialResidualFilter/"Full Outer/Literal(false)"/Use
basic:0 282571779 ns 281992333 ns 3 rows/sec=3.71846M/s
BM_HashJoinBasic_TrivialResidualFilter/"Full Outer/Literal(false)"/Use
basic:1 1310180950 ns 1307216000 ns 1 rows/sec=802.144k/s
```
For complex filter:
```
Run on (16 X 2400 MHz CPU s)
CPU Caches:
L1 Data 32 KiB
L1 Instruction 32 KiB
L2 Unified 256 KiB (x8)
L3 Unified 16384 KiB
Load Average: 1.72, 2.11, 2.38
-------------------------------------------------------------------------------------------------------------------------------------------
Benchmark
Time CPU Iterations UserCounters...
-------------------------------------------------------------------------------------------------------------------------------------------
BM_HashJoinBasic_ComplexResidualFilter/"Inner"/Use basic:0/Selectivity:0
285481761 ns 194634667 ns 3 rows/sec=5.38741M/s
BM_HashJoinBasic_ComplexResidualFilter/"Inner"/Use basic:1/Selectivity:0
587371852 ns 586985000 ns 1 rows/sec=1.78638M/s
BM_HashJoinBasic_ComplexResidualFilter/"Inner"/Use basic:0/Selectivity:20
183575289 ns 183389750 ns 4 rows/sec=5.71775M/s
BM_HashJoinBasic_ComplexResidualFilter/"Inner"/Use basic:1/Selectivity:20
532979599 ns 532643000 ns 1 rows/sec=1.96863M/s
BM_HashJoinBasic_ComplexResidualFilter/"Inner"/Use basic:0/Selectivity:40
176078460 ns 175985500 ns 4 rows/sec=5.95831M/s
BM_HashJoinBasic_ComplexResidualFilter/"Inner"/Use basic:1/Selectivity:40
511046166 ns 510599000 ns 1 rows/sec=2.05362M/s
BM_HashJoinBasic_ComplexResidualFilter/"Inner"/Use basic:0/Selectivity:60
176389467 ns 176314250 ns 4 rows/sec=5.9472M/s
BM_HashJoinBasic_ComplexResidualFilter/"Inner"/Use basic:1/Selectivity:60
528644770 ns 528332000 ns 1 rows/sec=1.98469M/s
BM_HashJoinBasic_ComplexResidualFilter/"Inner"/Use basic:0/Selectivity:80
183078951 ns 182949250 ns 4 rows/sec=5.73151M/s
BM_HashJoinBasic_ComplexResidualFilter/"Inner"/Use basic:1/Selectivity:80
532908186 ns 532584000 ns 1 rows/sec=1.96885M/s
BM_HashJoinBasic_ComplexResidualFilter/"Inner"/Use basic:0/Selectivity:100
184142812 ns 183996750 ns 4 rows/sec=5.69888M/s
BM_HashJoinBasic_ComplexResidualFilter/"Inner"/Use basic:1/Selectivity:100
532617027 ns 532321000 ns 1 rows/sec=1.96982M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Semi"/Use basic:0/Selectivity:0
188479785 ns 188310000 ns 3 rows/sec=5.56835M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Semi"/Use basic:1/Selectivity:0
534241536 ns 533837000 ns 1 rows/sec=1.96423M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Semi"/Use
basic:0/Selectivity:20 179443772 ns 179317250 ns 4
rows/sec=5.8476M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Semi"/Use
basic:1/Selectivity:20 522403702 ns 521697000 ns 1
rows/sec=2.00993M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Semi"/Use
basic:0/Selectivity:40 176412223 ns 176280000 ns 4
rows/sec=5.94835M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Semi"/Use
basic:1/Selectivity:40 527124676 ns 526709000 ns 1
rows/sec=1.99081M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Semi"/Use
basic:0/Selectivity:60 177416077 ns 177299250 ns 4
rows/sec=5.91416M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Semi"/Use
basic:1/Selectivity:60 530150134 ns 529786000 ns 1
rows/sec=1.97924M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Semi"/Use
basic:0/Selectivity:80 177957742 ns 177785750 ns 4
rows/sec=5.89798M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Semi"/Use
basic:1/Selectivity:80 545971256 ns 545724000 ns 1
rows/sec=1.92144M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Semi"/Use
basic:0/Selectivity:100 179529899 ns 179404750 ns 4
rows/sec=5.84475M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Semi"/Use
basic:1/Selectivity:100 518951980 ns 518568000 ns 1
rows/sec=2.02206M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Semi"/Use
basic:0/Selectivity:0 184974336 ns 184872500 ns 4
rows/sec=5.67189M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Semi"/Use
basic:1/Selectivity:0 522065103 ns 521769000 ns 1
rows/sec=2.00966M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Semi"/Use
basic:0/Selectivity:20 179758309 ns 179583250 ns 4
rows/sec=5.83894M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Semi"/Use
basic:1/Selectivity:20 526663280 ns 526209000 ns 1
rows/sec=1.9927M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Semi"/Use
basic:0/Selectivity:40 180003493 ns 179896750 ns 4
rows/sec=5.82877M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Semi"/Use
basic:1/Selectivity:40 534879948 ns 534417000 ns 1
rows/sec=1.96209M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Semi"/Use
basic:0/Selectivity:60 180353825 ns 180226750 ns 4
rows/sec=5.81809M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Semi"/Use
basic:1/Selectivity:60 541409091 ns 541002000 ns 1
rows/sec=1.93821M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Semi"/Use
basic:0/Selectivity:80 183702215 ns 183532250 ns 4
rows/sec=5.71331M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Semi"/Use
basic:1/Selectivity:80 526712733 ns 526192000 ns 1
rows/sec=1.99276M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Semi"/Use
basic:0/Selectivity:100 180776824 ns 180456750 ns 4
rows/sec=5.81068M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Semi"/Use
basic:1/Selectivity:100 518809284 ns 518548000 ns 1
rows/sec=2.02214M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Anti"/Use basic:0/Selectivity:0
196417916 ns 196242500 ns 4 rows/sec=5.34327M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Anti"/Use basic:1/Selectivity:0
531193590 ns 530667000 ns 1 rows/sec=1.97596M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Anti"/Use
basic:0/Selectivity:20 176038193 ns 175937750 ns 4
rows/sec=5.95993M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Anti"/Use
basic:1/Selectivity:20 521667365 ns 521384000 ns 1
rows/sec=2.01114M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Anti"/Use
basic:0/Selectivity:40 176333421 ns 176244500 ns 4
rows/sec=5.94955M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Anti"/Use
basic:1/Selectivity:40 520025232 ns 519592000 ns 1
rows/sec=2.01808M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Anti"/Use
basic:0/Selectivity:60 184089512 ns 183949250 ns 4
rows/sec=5.70035M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Anti"/Use
basic:1/Selectivity:60 531393536 ns 530291000 ns 1
rows/sec=1.97736M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Anti"/Use
basic:0/Selectivity:80 180748829 ns 180365750 ns 4
rows/sec=5.81361M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Anti"/Use
basic:1/Selectivity:80 528278354 ns 527309000 ns 1
rows/sec=1.98854M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Anti"/Use
basic:0/Selectivity:100 178880600 ns 178628750 ns 4
rows/sec=5.87014M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Anti"/Use
basic:1/Selectivity:100 528386902 ns 527277000 ns 1
rows/sec=1.98866M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Anti"/Use
basic:0/Selectivity:0 189179963 ns 188718000 ns 4
rows/sec=5.55631M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Anti"/Use
basic:1/Selectivity:0 523345927 ns 521986000 ns 1
rows/sec=2.00882M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Anti"/Use
basic:0/Selectivity:20 180175063 ns 179780500 ns 4
rows/sec=5.83253M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Anti"/Use
basic:1/Selectivity:20 531323506 ns 529992000 ns 1
rows/sec=1.97848M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Anti"/Use
basic:0/Selectivity:40 180772606 ns 180394500 ns 4
rows/sec=5.81268M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Anti"/Use
basic:1/Selectivity:40 531202038 ns 529978000 ns 1
rows/sec=1.97853M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Anti"/Use
basic:0/Selectivity:60 189492603 ns 188326500 ns 4
rows/sec=5.56786M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Anti"/Use
basic:1/Selectivity:60 526946246 ns 525795000 ns 1
rows/sec=1.99427M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Anti"/Use
basic:0/Selectivity:80 182752845 ns 182347250 ns 4
rows/sec=5.75043M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Anti"/Use
basic:1/Selectivity:80 536875460 ns 535497000 ns 1
rows/sec=1.95814M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Anti"/Use
basic:0/Selectivity:100 180583913 ns 180121500 ns 4
rows/sec=5.82149M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Anti"/Use
basic:1/Selectivity:100 526710394 ns 525293000 ns 1
rows/sec=1.99617M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Outer"/Use
basic:0/Selectivity:0 198828306 ns 198465333 ns 3
rows/sec=5.28342M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Outer"/Use
basic:1/Selectivity:0 534091873 ns 532720000 ns 1
rows/sec=1.96834M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Outer"/Use
basic:0/Selectivity:20 180753539 ns 180452000 ns 4
rows/sec=5.81083M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Outer"/Use
basic:1/Selectivity:20 528223043 ns 527199000 ns 1
rows/sec=1.98896M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Outer"/Use
basic:0/Selectivity:40 180587603 ns 180228000 ns 4
rows/sec=5.81805M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Outer"/Use
basic:1/Selectivity:40 520293827 ns 519533000 ns 1
rows/sec=2.0183M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Outer"/Use
basic:0/Selectivity:60 181042479 ns 180625750 ns 4
rows/sec=5.80524M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Outer"/Use
basic:1/Selectivity:60 528534807 ns 527300000 ns 1
rows/sec=1.98858M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Outer"/Use
basic:0/Selectivity:80 180509562 ns 180041000 ns 4
rows/sec=5.8241M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Outer"/Use
basic:1/Selectivity:80 523689658 ns 522577000 ns 1
rows/sec=2.00655M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Outer"/Use
basic:0/Selectivity:100 177740579 ns 177503500 ns 4
rows/sec=5.90735M/s
BM_HashJoinBasic_ComplexResidualFilter/"Left Outer"/Use
basic:1/Selectivity:100 517799671 ns 517075000 ns 1
rows/sec=2.0279M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Outer"/Use
basic:0/Selectivity:0 185748211 ns 185512250 ns 4
rows/sec=5.65233M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Outer"/Use
basic:1/Selectivity:0 518887193 ns 517433000 ns 1
rows/sec=2.0265M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Outer"/Use
basic:0/Selectivity:20 181622174 ns 181051250 ns 4
rows/sec=5.7916M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Outer"/Use
basic:1/Selectivity:20 528306442 ns 527185000 ns 1
rows/sec=1.98901M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Outer"/Use
basic:0/Selectivity:40 181670535 ns 181396000 ns 4
rows/sec=5.78059M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Outer"/Use
basic:1/Selectivity:40 539240701 ns 537955000 ns 1
rows/sec=1.94919M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Outer"/Use
basic:0/Selectivity:60 183705218 ns 183282250 ns 4
rows/sec=5.7211M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Outer"/Use
basic:1/Selectivity:60 523264368 ns 521991000 ns 1
rows/sec=2.0088M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Outer"/Use
basic:0/Selectivity:80 181231948 ns 180949500 ns 4
rows/sec=5.79485M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Outer"/Use
basic:1/Selectivity:80 525961671 ns 524683000 ns 1
rows/sec=1.99849M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Outer"/Use
basic:0/Selectivity:100 181300762 ns 181023000 ns 4
rows/sec=5.7925M/s
BM_HashJoinBasic_ComplexResidualFilter/"Right Outer"/Use
basic:1/Selectivity:100 530786659 ns 530005000 ns 1
rows/sec=1.97843M/s
BM_HashJoinBasic_ComplexResidualFilter/"Full Outer"/Use
basic:0/Selectivity:0 197223385 ns 196858500 ns 4
rows/sec=5.32655M/s
BM_HashJoinBasic_ComplexResidualFilter/"Full Outer"/Use
basic:1/Selectivity:0 537305470 ns 536085000 ns 1
rows/sec=1.95599M/s
BM_HashJoinBasic_ComplexResidualFilter/"Full Outer"/Use
basic:0/Selectivity:20 184264879 ns 183699750 ns 4
rows/sec=5.7081M/s
BM_HashJoinBasic_ComplexResidualFilter/"Full Outer"/Use
basic:1/Selectivity:20 527866244 ns 526748000 ns 1
rows/sec=1.99066M/s
BM_HashJoinBasic_ComplexResidualFilter/"Full Outer"/Use
basic:0/Selectivity:40 183477990 ns 183063250 ns 4
rows/sec=5.72794M/s
BM_HashJoinBasic_ComplexResidualFilter/"Full Outer"/Use
basic:1/Selectivity:40 527162775 ns 526133000 ns 1
rows/sec=1.99299M/s
BM_HashJoinBasic_ComplexResidualFilter/"Full Outer"/Use
basic:0/Selectivity:60 181614194 ns 181277500 ns 4
rows/sec=5.78437M/s
BM_HashJoinBasic_ComplexResidualFilter/"Full Outer"/Use
basic:1/Selectivity:60 537843969 ns 536471000 ns 1
rows/sec=1.95458M/s
BM_HashJoinBasic_ComplexResidualFilter/"Full Outer"/Use
basic:0/Selectivity:80 180134602 ns 179915750 ns 4
rows/sec=5.82815M/s
BM_HashJoinBasic_ComplexResidualFilter/"Full Outer"/Use
basic:1/Selectivity:80 533530920 ns 532607000 ns 1
rows/sec=1.96876M/s
BM_HashJoinBasic_ComplexResidualFilter/"Full Outer"/Use
basic:0/Selectivity:100 178655444 ns 178387250 ns 4
rows/sec=5.87809M/s
BM_HashJoinBasic_ComplexResidualFilter/"Full Outer"/Use
basic:1/Selectivity:100 544650946 ns 542873000 ns 1
rows/sec=1.93153M/s
```
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