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Merged
dongjoon-hyun merged 1 commit into from
Sep 19, 2019
Merged

add more #22

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48 changes: 24 additions & 24 deletions sql/hive/benchmarks/ObjectHashAggregateExecBenchmark-results.txt
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Original file line number Diff line number Diff line change
Expand Up @@ -2,44 +2,44 @@
Hive UDAF vs Spark AF
================================================================================================

OpenJDK 64-Bit Server VM 1.8.0_191-b12 on Linux 3.10.0-862.3.2.el7.x86_64
OpenJDK 64-Bit Server VM 1.8.0_222-b10 on Linux 3.10.0-862.3.2.el7.x86_64
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
hive udaf vs spark af: Best/Avg Time(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------
hive udaf w/o group by 6370 / 6400 0.0 97193.6 1.0X
spark af w/o group by 54 / 63 1.2 820.8 118.4X
hive udaf w/ group by 4492 / 4507 0.0 68539.5 1.4X
spark af w/ group by w/o fallback 58 / 64 1.1 881.7 110.2X
spark af w/ group by w/ fallback 136 / 142 0.5 2075.0 46.8X
hive udaf vs spark af: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
hive udaf w/o group by 6741 6759 22 0.0 102864.5 1.0X
spark af w/o group by 56 66 9 1.2 851.6 120.8X
hive udaf w/ group by 4610 4642 25 0.0 70350.3 1.5X
spark af w/ group by w/o fallback 60 67 8 1.1 916.7 112.2X
spark af w/ group by w/ fallback 135 144 9 0.5 2065.6 49.8X


================================================================================================
ObjectHashAggregateExec vs SortAggregateExec - typed_count
================================================================================================

OpenJDK 64-Bit Server VM 1.8.0_191-b12 on Linux 3.10.0-862.3.2.el7.x86_64
OpenJDK 64-Bit Server VM 1.8.0_222-b10 on Linux 3.10.0-862.3.2.el7.x86_64
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
object agg v.s. sort agg: Best/Avg Time(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------
sort agg w/ group by 41500 / 41630 2.5 395.8 1.0X
object agg w/ group by w/o fallback 10075 / 10122 10.4 96.1 4.1X
object agg w/ group by w/ fallback 28131 / 28205 3.7 268.3 1.5X
sort agg w/o group by 6182 / 6221 17.0 59.0 6.7X
object agg w/o group by w/o fallback 5435 / 5468 19.3 51.8 7.6X
object agg v.s. sort agg: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
sort agg w/ group by 41568 41894 461 2.5 396.4 1.0X
object agg w/ group by w/o fallback 10314 10494 149 10.2 98.4 4.0X
object agg w/ group by w/ fallback 26720 26951 326 3.9 254.8 1.6X
sort agg w/o group by 6638 6681 38 15.8 63.3 6.3X
object agg w/o group by w/o fallback 5665 5706 30 18.5 54.0 7.3X


================================================================================================
ObjectHashAggregateExec vs SortAggregateExec - percentile_approx
================================================================================================

OpenJDK 64-Bit Server VM 1.8.0_191-b12 on Linux 3.10.0-862.3.2.el7.x86_64
OpenJDK 64-Bit Server VM 1.8.0_222-b10 on Linux 3.10.0-862.3.2.el7.x86_64
Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
object agg v.s. sort agg: Best/Avg Time(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------
sort agg w/ group by 970 / 1025 2.2 462.5 1.0X
object agg w/ group by w/o fallback 772 / 798 2.7 368.1 1.3X
object agg w/ group by w/ fallback 1013 / 1044 2.1 483.1 1.0X
sort agg w/o group by 751 / 781 2.8 358.0 1.3X
object agg w/o group by w/o fallback 772 / 814 2.7 368.0 1.3X
object agg v.s. sort agg: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative
------------------------------------------------------------------------------------------------------------------------
sort agg w/ group by 794 862 33 2.6 378.8 1.0X
object agg w/ group by w/o fallback 605 622 10 3.5 288.5 1.3X
object agg w/ group by w/ fallback 840 860 15 2.5 400.5 0.9X
sort agg w/o group by 555 570 12 3.8 264.6 1.4X
object agg w/o group by w/o fallback 544 562 12 3.9 259.6 1.5X


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