From de5c0a24aa20dd5b85583aaad91951dec2090142 Mon Sep 17 00:00:00 2001 From: Kent Yao Date: Fri, 16 Aug 2024 15:40:43 +0800 Subject: [PATCH 1/2] [SPARK-48066][SQL][TESTS] Enable ANSI for TPCDSQueryBenchmark --- .../spark/sql/execution/benchmark/TPCDSQueryBenchmark.scala | 1 - 1 file changed, 1 deletion(-) diff --git a/sql/core/src/test/scala/org/apache/spark/sql/execution/benchmark/TPCDSQueryBenchmark.scala b/sql/core/src/test/scala/org/apache/spark/sql/execution/benchmark/TPCDSQueryBenchmark.scala index d70e25bb026e7..c76ad0434d4f6 100644 --- a/sql/core/src/test/scala/org/apache/spark/sql/execution/benchmark/TPCDSQueryBenchmark.scala +++ b/sql/core/src/test/scala/org/apache/spark/sql/execution/benchmark/TPCDSQueryBenchmark.scala @@ -58,7 +58,6 @@ object TPCDSQueryBenchmark extends SqlBasedBenchmark with Logging { .set("spark.sql.crossJoin.enabled", "true") .set("spark.serializer", "org.apache.spark.serializer.KryoSerializer") .set("spark.kryo.registrationRequired", "true") - .set("spark.sql.ansi.enabled", "false") SparkSession.builder().config(conf).getOrCreate() } From 6c6c26dddfca662250f6d95400d64f5241136e12 Mon Sep 17 00:00:00 2001 From: Kent Yao Date: Fri, 16 Aug 2024 17:18:57 +0800 Subject: [PATCH 2/2] [SPARK-48066][SQL][TESTS] Enable ANSI for TPCDSQueryBenchmark --- .../TPCDSQueryBenchmark-jdk21-results.txt | 270 +++++++++--------- .../TPCDSQueryBenchmark-results.txt | 270 +++++++++--------- 2 files changed, 270 insertions(+), 270 deletions(-) diff --git a/sql/core/benchmarks/TPCDSQueryBenchmark-jdk21-results.txt b/sql/core/benchmarks/TPCDSQueryBenchmark-jdk21-results.txt index 80fe5663000e1..8a79199cd92ed 100644 --- a/sql/core/benchmarks/TPCDSQueryBenchmark-jdk21-results.txt +++ b/sql/core/benchmarks/TPCDSQueryBenchmark-jdk21-results.txt @@ -2,809 +2,809 @@ OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q1 617 752 231 0.7 1337.2 1.0X +q1 756 854 165 0.6 1639.1 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q2 889 903 17 2.5 398.4 1.0X +q2 841 929 113 2.7 376.8 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q3 219 269 41 13.6 73.6 1.0X +q3 239 288 37 12.4 80.6 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q4 4438 4775 476 1.2 851.5 1.0X +q4 5033 5148 163 1.0 965.7 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q5 1210 1304 133 4.6 215.1 1.0X +q5 1125 1352 321 5.0 199.9 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q6 1085 1086 2 2.9 347.7 1.0X +q6 1095 1121 37 2.8 350.9 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q7 554 581 34 8.8 113.3 1.0X +q7 601 631 48 8.1 122.9 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q8 492 529 40 6.3 158.6 1.0X +q8 453 501 54 6.8 146.1 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q9 890 925 37 0.0 25438023.3 1.0X +q9 895 929 36 0.0 25559860.1 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q10 1959 2016 81 1.1 946.0 1.0X +q10 1917 1986 98 1.1 925.6 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q11 1657 1940 401 2.3 439.2 1.0X +q11 1897 2025 181 2.0 502.9 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q12 157 190 31 5.2 194.1 1.0X +q12 164 205 47 4.9 203.0 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q13 858 871 17 5.7 174.0 1.0X +q13 778 820 49 6.3 157.8 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q14a 4954 5009 77 1.0 965.8 1.0X +q14a 4952 5091 196 1.0 965.3 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q14b 3595 3695 142 1.4 700.8 1.0X +q14b 3747 3786 56 1.4 730.4 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q15 389 447 62 4.3 234.2 1.0X +q15 443 505 48 3.8 266.7 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q16 581 623 37 2.7 371.8 1.0X +q16 618 652 44 2.5 395.3 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q17 1274 1435 227 3.7 271.2 1.0X +q17 1531 1632 144 3.1 325.8 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q18 1049 1118 97 3.4 291.4 1.0X +q18 1107 1243 193 3.3 307.3 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q19 288 312 30 10.8 92.3 1.0X +q19 299 335 42 10.4 95.9 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q20 183 208 26 8.4 119.3 1.0X +q20 180 205 33 8.5 117.3 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q21 658 705 41 18.0 55.6 1.0X +q21 595 639 32 19.9 50.3 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q22 3307 3409 144 3.6 279.4 1.0X +q22 3548 3579 43 3.3 299.8 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q23a 6016 6111 134 0.9 1150.3 1.0X +q23a 6699 6712 20 0.8 1280.9 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q23b 5781 5981 283 0.9 1105.4 1.0X +q23b 6338 6683 488 0.8 1211.9 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q24a 205 245 30 16.3 61.5 1.0X +q24a 118 248 53 28.3 35.4 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q24b 210 245 35 15.9 63.0 1.0X +q24b 214 264 41 15.6 64.1 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q25 1270 1280 14 3.7 270.3 1.0X +q25 1381 1456 106 3.4 293.9 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q26 342 366 26 10.1 99.1 1.0X +q26 344 378 37 10.0 99.6 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q27 515 557 39 9.5 105.2 1.0X +q27 531 580 41 9.2 108.5 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q28 1261 1342 114 2.3 438.0 1.0X +q28 1202 1337 190 2.4 417.6 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q29 1286 1403 166 3.7 273.7 1.0X +q29 1540 1703 230 3.1 327.7 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q30 390 423 46 0.8 1321.2 1.0X +q30 402 447 43 0.7 1364.7 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q31 736 810 65 5.1 197.9 1.0X +q31 839 851 14 4.4 225.5 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q32 208 237 22 7.4 135.9 1.0X +q32 198 246 53 7.7 129.0 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q33 404 434 42 12.8 77.9 1.0X +q33 405 447 56 12.8 78.2 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q34 340 384 43 9.0 111.2 1.0X +q34 353 384 32 8.7 115.3 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q35 1292 1299 11 1.6 623.8 1.0X +q35 1296 1367 101 1.6 625.7 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q36 496 540 42 6.0 166.9 1.0X +q36 544 583 43 5.5 183.2 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q37 793 831 38 16.7 59.8 1.0X +q37 765 807 45 17.4 57.6 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q38 648 705 72 8.0 124.2 1.0X +q38 696 740 39 7.5 133.5 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q39a 1401 1472 99 8.4 118.4 1.0X +q39a 1244 1409 233 9.5 105.1 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q39b 1438 1457 28 8.2 121.5 1.0X +q39b 1269 1285 23 9.3 107.2 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q40 325 361 45 5.1 194.3 1.0X +q40 398 446 51 4.2 237.8 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q41 133 158 23 0.1 7414.5 1.0X +q41 140 170 37 0.1 7757.0 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q42 148 161 19 20.0 49.9 1.0X +q42 155 169 24 19.2 52.2 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q43 294 322 27 10.0 99.7 1.0X +q43 308 335 30 9.6 104.4 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q44 356 372 20 8.1 122.8 1.0X +q44 338 403 45 8.6 116.6 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q45 184 212 28 5.2 191.2 1.0X +q45 196 226 31 4.9 204.6 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q46 449 478 28 6.9 144.4 1.0X +q46 462 505 67 6.7 148.4 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q47 1565 1672 151 1.9 526.7 1.0X +q47 1578 1797 310 1.9 531.1 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q48 924 939 17 5.3 187.7 1.0X +q48 924 945 25 5.3 187.7 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q49 542 629 63 10.4 96.6 1.0X +q49 670 761 131 8.4 119.3 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q50 555 599 48 5.8 171.3 1.0X +q50 784 841 51 4.1 241.8 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q51 2683 2745 87 1.4 730.8 1.0X +q51 2769 2809 56 1.3 754.1 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q52 142 157 19 21.0 47.7 1.0X +q52 153 186 33 19.5 51.3 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q53 279 308 25 10.7 93.8 1.0X +q53 277 340 52 10.7 93.1 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q54 1258 1262 6 4.2 238.3 1.0X +q54 1250 1262 17 4.2 236.7 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q55 152 159 6 19.5 51.3 1.0X +q55 154 168 19 19.3 51.7 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q56 408 442 25 12.7 78.9 1.0X +q56 408 473 67 12.7 78.8 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q57 736 778 42 2.1 481.0 1.0X +q57 778 837 65 2.0 508.0 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q58 414 442 27 12.4 80.8 1.0X +q58 412 543 195 12.4 80.4 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q59 618 673 52 4.8 209.3 1.0X +q59 669 747 118 4.4 226.6 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q60 417 471 49 12.4 80.6 1.0X +q60 427 473 27 12.1 82.4 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q61 523 696 224 6.0 167.7 1.0X +q61 556 586 30 5.6 178.2 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q62 177 195 21 4.5 223.3 1.0X +q62 183 204 25 4.3 230.9 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q63 260 289 27 11.4 87.5 1.0X +q63 281 301 18 10.6 94.7 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q64 2182 2344 229 3.2 315.2 1.0X +q64 2377 2586 296 2.9 343.5 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q65 642 677 59 4.6 216.1 1.0X +q65 707 782 71 4.2 237.8 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q66 500 553 65 4.6 215.8 1.0X +q66 510 565 54 4.5 219.8 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q67 5410 5435 36 0.5 1820.9 1.0X +q67 5734 5829 134 0.5 1930.2 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q68 470 502 40 6.6 151.1 1.0X +q68 539 559 20 5.8 173.2 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q69 1637 1640 4 1.3 790.5 1.0X +q69 1756 1826 99 1.2 848.0 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q70 539 563 28 5.5 182.7 1.0X +q70 587 620 35 5.0 198.7 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q71 333 364 29 15.7 63.8 1.0X +q71 352 394 43 14.8 67.5 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q72 114724 116824 2969 0.1 7474.9 1.0X +q72 136543 138257 2425 0.1 8896.5 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q73 322 347 29 9.5 105.2 1.0X +q73 349 380 32 8.8 114.1 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q74 1246 1640 557 3.0 330.5 1.0X +q74 1353 1607 359 2.8 358.8 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q75 1404 1562 224 4.0 249.3 1.0X +q75 1482 1683 285 3.8 263.0 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q76 279 320 33 18.4 54.4 1.0X +q76 298 335 28 17.2 58.1 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q77 659 732 77 8.5 117.3 1.0X +q77 610 791 184 9.2 108.7 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q78 2060 2344 401 2.7 366.9 1.0X +q78 2709 2767 82 2.1 482.4 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q79 410 439 28 7.5 134.0 1.0X +q79 422 449 29 7.3 137.8 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q80 943 1188 346 6.0 167.0 1.0X +q80 1318 1555 335 4.3 233.5 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q81 333 404 59 1.1 907.8 1.0X +q81 371 421 42 1.0 1012.0 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q82 1062 1069 10 13.9 72.2 1.0X +q82 1019 1064 64 14.4 69.2 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q83 244 305 51 2.4 410.3 1.0X +q83 230 286 27 2.6 387.4 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q84 669 692 22 3.5 282.7 1.0X +q84 685 705 25 3.5 289.6 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q85 1935 2062 181 1.5 682.5 1.0X +q85 1656 1798 200 1.7 584.3 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q86 177 212 46 4.6 218.8 1.0X +q86 184 204 30 4.4 227.5 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q87 615 727 97 8.5 118.0 1.0X +q87 660 727 65 7.9 126.7 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q88 1165 1347 257 2.6 391.8 1.0X +q88 1241 1402 229 2.4 417.3 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q89 296 334 33 10.0 99.6 1.0X +q89 309 357 53 9.6 103.9 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q90 120 146 22 6.8 147.1 1.0X +q90 132 159 19 6.1 162.8 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q91 328 360 26 7.0 143.1 1.0X +q91 327 365 38 7.0 142.4 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q92 126 151 21 6.4 155.1 1.0X +q92 135 160 19 6.0 166.3 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q93 413 445 37 7.7 130.5 1.0X +q93 529 549 38 6.0 166.9 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q94 313 354 38 2.7 372.2 1.0X +q94 307 364 42 2.7 364.6 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q95 5261 5317 79 0.2 6248.2 1.0X +q95 5173 5213 57 0.2 6143.9 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q96 160 173 13 18.6 53.8 1.0X +q96 163 179 17 18.3 54.7 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q97 1109 1156 68 4.0 252.4 1.0X +q97 1257 1323 93 3.5 286.2 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q98 268 305 42 11.1 90.2 1.0X +q98 268 304 31 11.1 90.4 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q99 261 291 33 5.8 172.2 1.0X +q99 264 295 38 5.7 174.4 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q5a-v2.7 1241 1305 90 4.5 220.5 1.0X +q5a-v2.7 1294 1378 120 4.3 229.9 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q6-v2.7 918 948 34 3.4 294.2 1.0X +q6-v2.7 952 977 22 3.3 305.1 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q10a-v2.7 1765 1802 51 1.2 852.5 1.0X +q10a-v2.7 1806 1867 88 1.1 871.9 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q11-v2.7 1709 2079 524 2.2 453.0 1.0X +q11-v2.7 1867 2114 350 2.0 494.9 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q12-v2.7 122 141 18 6.6 150.6 1.0X +q12-v2.7 128 143 18 6.4 157.4 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q14-v2.7 3615 3781 234 1.4 704.8 1.0X +q14-v2.7 3604 3857 358 1.4 702.5 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q14a-v2.7 7026 7233 292 0.7 1369.7 1.0X +q14a-v2.7 6933 7124 270 0.7 1351.6 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q18a-v2.7 1740 1911 242 2.1 483.2 1.0X +q18a-v2.7 1805 2075 382 2.0 501.2 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q20-v2.7 159 180 22 9.6 103.7 1.0X +q20-v2.7 157 175 20 9.7 102.6 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q22-v2.7 13323 13457 190 0.9 1125.6 1.0X +q22-v2.7 13585 13655 98 0.9 1147.8 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q22a-v2.7 2087 2099 18 5.7 176.3 1.0X +q22a-v2.7 2043 2046 4 5.8 172.6 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q24-v2.7 212 251 36 15.7 63.6 1.0X +q24-v2.7 207 238 34 16.1 61.9 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q27a-v2.7 1557 1729 244 3.1 318.2 1.0X +q27a-v2.7 1452 1553 143 3.4 296.8 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q34-v2.7 332 358 17 9.2 108.5 1.0X +q34-v2.7 363 390 39 8.4 118.7 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q35-v2.7 1216 1240 33 1.7 587.4 1.0X +q35-v2.7 1310 1320 14 1.6 632.5 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q35a-v2.7 1248 1254 8 1.7 602.6 1.0X +q35a-v2.7 1283 1290 10 1.6 619.7 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q36a-v2.7 506 528 30 5.9 170.3 1.0X +q36a-v2.7 492 538 44 6.0 165.5 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q47-v2.7 1534 1694 226 1.9 516.4 1.0X +q47-v2.7 1573 1759 262 1.9 529.6 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q49-v2.7 565 606 46 9.9 100.6 1.0X +q49-v2.7 560 618 39 10.0 99.8 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q51a-v2.7 15007 15361 501 0.2 4087.2 1.0X +q51a-v2.7 15223 15578 502 0.2 4146.0 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q57-v2.7 737 845 93 2.1 481.3 1.0X +q57-v2.7 756 801 50 2.0 494.0 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q64-v2.7 2136 2479 485 3.2 308.7 1.0X +q64-v2.7 2553 2715 230 2.7 368.8 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q67a-v2.7 7135 7485 495 0.4 2401.7 1.0X +q67a-v2.7 7363 7679 446 0.4 2478.4 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q70a-v2.7 608 641 33 4.9 206.0 1.0X +q70a-v2.7 630 674 35 4.7 213.5 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q72-v2.7 114303 116853 3606 0.1 7447.5 1.0X +q72-v2.7 137936 138063 180 0.1 8987.2 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q74-v2.7 1140 1465 460 3.3 302.3 1.0X +q74-v2.7 1287 1678 553 2.9 341.3 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q75-v2.7 1221 1438 307 4.6 216.7 1.0X +q75-v2.7 1379 1615 333 4.1 244.9 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q77a-v2.7 646 755 153 8.7 115.1 1.0X +q77a-v2.7 898 1007 155 6.3 159.8 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q78-v2.7 1919 2262 485 2.9 341.7 1.0X +q78-v2.7 2389 2652 372 2.4 425.5 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q80a-v2.7 1604 1728 175 3.5 284.2 1.0X +q80a-v2.7 1616 2053 618 3.5 286.2 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q86a-v2.7 221 266 40 3.7 273.1 1.0X +q86a-v2.7 237 278 36 3.4 292.6 1.0X OpenJDK 64-Bit Server VM 21.0.4+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q98-v2.7 257 288 39 11.6 86.6 1.0X +q98-v2.7 259 296 65 11.5 87.0 1.0X diff --git a/sql/core/benchmarks/TPCDSQueryBenchmark-results.txt b/sql/core/benchmarks/TPCDSQueryBenchmark-results.txt index 9b13282a217ef..4831dffceecd1 100644 --- a/sql/core/benchmarks/TPCDSQueryBenchmark-results.txt +++ b/sql/core/benchmarks/TPCDSQueryBenchmark-results.txt @@ -2,809 +2,809 @@ OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q1 646 784 148 0.7 1400.0 1.0X +q1 600 728 155 0.8 1300.2 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q2 822 858 49 2.7 368.2 1.0X +q2 823 845 23 2.7 368.5 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q3 226 262 21 13.2 76.0 1.0X +q3 225 259 25 13.2 75.6 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q4 4585 4989 573 1.1 879.7 1.0X +q4 4365 4759 557 1.2 837.4 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q5 1183 1320 194 4.8 210.3 1.0X +q5 1027 1178 214 5.5 182.5 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q6 1121 1167 66 2.8 359.1 1.0X +q6 1062 1102 56 2.9 340.4 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q7 652 672 19 7.5 133.4 1.0X +q7 583 611 30 8.4 119.1 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q8 453 487 30 6.8 146.1 1.0X +q8 462 483 23 6.7 149.0 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q9 859 895 39 0.0 24538569.7 1.0X +q9 878 890 11 0.0 25071759.3 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q10 1947 2020 103 1.1 940.3 1.0X +q10 1901 2002 143 1.1 917.8 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q11 1700 1949 353 2.2 450.7 1.0X +q11 1901 2269 521 2.0 504.1 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q12 170 211 29 4.8 209.5 1.0X +q12 228 263 28 3.5 281.8 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q13 800 812 19 6.2 162.2 1.0X +q13 856 885 27 5.8 173.6 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q14a 4729 5076 490 1.1 922.0 1.0X +q14a 4584 5058 670 1.1 893.5 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q14b 3913 3918 8 1.3 762.7 1.0X +q14b 3771 3852 115 1.4 735.1 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q15 389 418 32 4.3 234.0 1.0X +q15 383 418 39 4.3 230.4 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q16 672 683 19 2.3 430.0 1.0X +q16 645 781 127 2.4 412.7 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q17 1533 1625 130 3.1 326.1 1.0X +q17 1451 1466 21 3.2 308.8 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q18 1335 1468 188 2.7 370.5 1.0X +q18 1305 1446 200 2.8 362.3 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q19 318 356 45 9.8 101.7 1.0X +q19 359 415 50 8.7 114.9 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q20 186 218 25 8.2 121.7 1.0X +q20 185 203 26 8.3 121.1 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q21 731 752 19 16.2 61.7 1.0X +q21 699 727 27 16.9 59.0 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q22 3463 3545 116 3.4 292.6 1.0X +q22 3295 3404 154 3.6 278.4 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q23a 6111 6228 166 0.9 1168.5 1.0X +q23a 5808 5881 103 0.9 1110.6 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q23b 5909 6026 166 0.9 1129.8 1.0X +q23b 5902 5980 111 0.9 1128.5 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q24a 232 255 30 14.4 69.7 1.0X +q24a 146 308 88 22.8 43.8 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q24b 140 243 65 23.8 41.9 1.0X +q24b 210 253 43 15.9 62.9 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q25 1223 1250 39 3.8 260.2 1.0X +q25 1249 1294 63 3.8 265.8 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q26 361 407 47 9.6 104.5 1.0X +q26 391 436 39 8.8 113.3 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q27 577 610 26 8.5 118.0 1.0X +q27 515 575 51 9.5 105.2 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q28 1235 1249 21 2.3 428.8 1.0X +q28 1188 1378 268 2.4 412.6 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q29 1353 1362 12 3.5 288.0 1.0X +q29 1239 1246 9 3.8 263.8 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q30 380 433 45 0.8 1287.3 1.0X +q30 473 511 36 0.6 1606.0 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q31 980 1271 412 3.8 263.4 1.0X +q31 1043 1236 273 3.6 280.2 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q32 252 279 16 6.1 164.5 1.0X +q32 254 310 63 6.0 165.6 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q33 464 542 78 11.2 89.6 1.0X +q33 484 537 38 10.7 93.5 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q34 358 416 52 8.5 117.0 1.0X +q34 362 393 55 8.4 118.3 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q35 1392 1432 55 1.5 672.4 1.0X +q35 1405 1427 31 1.5 678.3 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q36 551 566 17 5.4 185.4 1.0X +q36 559 580 18 5.3 188.1 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q37 913 950 46 14.5 68.8 1.0X +q37 931 945 23 14.3 70.1 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q38 641 705 78 8.1 123.0 1.0X +q38 759 830 85 6.9 145.7 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q39a 1735 1841 151 6.8 146.6 1.0X +q39a 1611 1833 314 7.3 136.1 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q39b 1587 1625 54 7.5 134.1 1.0X +q39b 1526 1610 118 7.8 129.0 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q40 348 375 21 4.8 207.8 1.0X +q40 331 358 19 5.1 197.7 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q41 140 172 21 0.1 7791.6 1.0X +q41 164 180 13 0.1 9114.0 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q42 166 187 25 17.9 55.8 1.0X +q42 169 196 20 17.6 57.0 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q43 339 360 23 8.7 114.8 1.0X +q43 330 344 15 9.0 111.7 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q44 330 355 29 8.8 113.8 1.0X +q44 401 431 38 7.2 138.4 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q45 184 218 31 5.2 192.0 1.0X +q45 207 249 24 4.6 215.6 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q46 451 474 26 6.9 145.1 1.0X +q46 523 534 14 5.9 168.2 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q47 1650 1747 137 1.8 555.4 1.0X +q47 1714 1776 88 1.7 576.8 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q48 883 895 15 5.6 179.4 1.0X +q48 887 897 13 5.6 180.1 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q49 705 731 28 8.0 125.6 1.0X +q49 681 732 49 8.2 121.3 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q50 641 689 59 5.1 197.8 1.0X +q50 672 694 37 4.8 207.3 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q51 2644 2756 158 1.4 720.2 1.0X +q51 2761 2791 41 1.3 752.1 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q52 150 161 11 19.7 50.6 1.0X +q52 159 174 17 18.6 53.7 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q53 292 337 25 10.2 98.4 1.0X +q53 279 320 31 10.7 93.9 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q54 1326 1364 54 4.0 251.2 1.0X +q54 1304 1308 5 4.0 247.0 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q55 149 164 13 19.9 50.1 1.0X +q55 161 186 13 18.5 54.1 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q56 514 576 90 10.1 99.3 1.0X +q56 525 550 22 9.9 101.4 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q57 742 785 70 2.1 484.5 1.0X +q57 761 854 105 2.0 496.8 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q58 482 559 79 10.6 94.0 1.0X +q58 483 529 39 10.6 94.1 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q59 730 757 23 4.0 247.2 1.0X +q59 680 692 14 4.3 230.3 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q60 520 574 46 10.0 100.4 1.0X +q60 500 565 49 10.4 96.5 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q61 632 678 53 4.9 202.5 1.0X +q61 579 630 56 5.4 185.4 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q62 202 224 18 3.9 254.6 1.0X +q62 190 215 18 4.2 239.6 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q63 330 340 10 9.0 111.1 1.0X +q63 268 282 14 11.1 90.3 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q64 2106 2450 486 3.3 304.3 1.0X +q64 2422 2684 371 2.9 350.0 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q65 652 689 60 4.6 219.5 1.0X +q65 767 815 45 3.9 258.3 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q66 639 720 130 3.6 275.6 1.0X +q66 681 707 26 3.4 293.7 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q67 5435 5501 94 0.5 1829.3 1.0X +q67 5411 5483 101 0.5 1821.5 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q68 490 526 30 6.3 157.6 1.0X +q68 511 535 24 6.1 164.3 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q69 1661 1745 119 1.2 802.0 1.0X +q69 1532 1706 247 1.4 739.6 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q70 551 584 27 5.4 186.7 1.0X +q70 548 560 9 5.4 185.5 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q71 435 475 35 12.0 83.4 1.0X +q71 408 420 15 12.8 78.3 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q72 105780 109981 5942 0.1 6892.1 1.0X +q72 93843 95348 2129 0.2 6114.3 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q73 394 407 11 7.8 128.9 1.0X +q73 389 404 11 7.9 127.1 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q74 1345 1743 562 2.8 356.7 1.0X +q74 1330 1616 405 2.8 352.6 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q75 1562 1910 491 3.6 277.4 1.0X +q75 1481 1759 394 3.8 262.9 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q76 347 361 14 14.8 67.7 1.0X +q76 325 364 30 15.8 63.4 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q77 596 744 250 9.4 106.2 1.0X +q77 573 780 185 9.8 102.0 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q78 2295 2413 167 2.4 408.6 1.0X +q78 2164 2460 420 2.6 385.3 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q79 441 462 13 6.9 144.3 1.0X +q79 450 464 11 6.8 147.0 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q80 1425 1542 164 4.0 252.5 1.0X +q80 1596 1722 178 3.5 282.8 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q81 346 375 26 1.1 944.4 1.0X +q81 408 458 53 0.9 1113.9 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q82 1204 1235 45 12.2 81.8 1.0X +q82 1177 1192 22 12.5 80.0 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q83 302 334 29 2.0 507.3 1.0X +q83 284 324 30 2.1 477.7 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q84 761 774 11 3.1 321.7 1.0X +q84 776 778 2 3.0 328.0 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q85 2007 2186 253 1.4 708.0 1.0X +q85 1721 2185 656 1.6 607.0 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q86 211 230 13 3.8 260.0 1.0X +q86 207 227 14 3.9 255.4 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q87 751 757 6 6.9 144.0 1.0X +q87 731 791 74 7.1 140.3 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q88 1373 1574 285 2.2 461.7 1.0X +q88 1414 1665 355 2.1 475.6 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q89 308 333 23 9.6 103.7 1.0X +q89 346 391 43 8.6 116.6 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q90 146 168 17 5.6 179.2 1.0X +q90 146 171 21 5.5 180.3 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q91 358 385 23 6.4 155.8 1.0X +q91 365 393 26 6.3 159.1 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q92 155 174 14 5.2 191.8 1.0X +q92 153 183 22 5.3 189.5 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q93 435 459 27 7.3 137.4 1.0X +q93 430 445 9 7.4 135.8 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q94 365 402 31 2.3 433.8 1.0X +q94 356 377 23 2.4 422.7 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q95 5360 5523 231 0.2 6365.7 1.0X +q95 5268 5437 240 0.2 6256.5 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q96 178 202 25 16.7 60.0 1.0X +q96 188 207 20 15.8 63.3 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q97 1228 1364 192 3.6 279.6 1.0X +q97 1214 1299 120 3.6 276.4 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q98 305 322 19 9.7 102.6 1.0X +q98 314 351 41 9.5 105.8 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q99 306 327 23 5.0 202.0 1.0X +q99 312 321 11 4.8 206.2 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q5a-v2.7 1289 1550 368 4.4 229.1 1.0X +q5a-v2.7 1495 1520 36 3.8 265.7 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q6-v2.7 1023 1090 94 3.0 327.9 1.0X +q6-v2.7 1002 1015 18 3.1 321.0 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q10a-v2.7 1844 1930 122 1.1 890.5 1.0X +q10a-v2.7 1792 1914 172 1.2 865.6 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q11-v2.7 2037 2153 164 1.9 540.1 1.0X +q11-v2.7 1809 2158 493 2.1 479.7 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q12-v2.7 133 159 14 6.1 164.5 1.0X +q12-v2.7 146 168 18 5.5 180.8 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q14-v2.7 3796 4043 350 1.4 739.9 1.0X +q14-v2.7 4035 4204 239 1.3 786.6 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q14a-v2.7 7457 7785 463 0.7 1453.7 1.0X +q14a-v2.7 7068 7371 429 0.7 1377.8 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q18a-v2.7 1884 2166 399 1.9 523.0 1.0X +q18a-v2.7 2182 2292 156 1.7 605.7 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q20-v2.7 178 211 33 8.6 116.0 1.0X +q20-v2.7 179 193 11 8.5 117.1 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q22-v2.7 13572 13672 141 0.9 1146.7 1.0X +q22-v2.7 13689 13818 183 0.9 1156.5 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q22a-v2.7 2060 2189 183 5.7 174.0 1.0X +q22a-v2.7 1981 2114 189 6.0 167.3 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q24-v2.7 118 267 74 28.3 35.4 1.0X +q24-v2.7 228 270 21 14.6 68.3 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q27a-v2.7 1632 1934 427 3.0 333.6 1.0X +q27a-v2.7 1361 1495 189 3.6 278.3 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q34-v2.7 390 410 27 7.9 127.3 1.0X +q34-v2.7 403 409 8 7.6 131.6 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q35-v2.7 1324 1387 90 1.6 639.3 1.0X +q35-v2.7 1326 1387 87 1.6 640.1 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q35a-v2.7 1297 1300 4 1.6 626.1 1.0X +q35a-v2.7 1296 1311 20 1.6 626.0 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q36a-v2.7 531 555 27 5.6 178.8 1.0X +q36a-v2.7 533 556 16 5.6 179.5 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q47-v2.7 1579 1670 129 1.9 531.4 1.0X +q47-v2.7 1618 1744 178 1.8 544.6 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q49-v2.7 608 645 34 9.2 108.3 1.0X +q49-v2.7 617 669 35 9.1 109.8 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q51a-v2.7 14442 14759 448 0.3 3933.3 1.0X +q51a-v2.7 13989 14478 692 0.3 3809.9 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q57-v2.7 830 868 50 1.8 541.8 1.0X +q57-v2.7 799 867 82 1.9 521.6 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q64-v2.7 2376 2705 465 2.9 343.3 1.0X +q64-v2.7 2391 2749 506 2.9 345.5 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q67a-v2.7 6832 7141 437 0.4 2299.8 1.0X +q67a-v2.7 7040 7300 367 0.4 2369.8 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q70a-v2.7 668 676 11 4.4 226.2 1.0X +q70a-v2.7 702 723 33 4.2 237.8 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q72-v2.7 103006 105083 2937 0.1 6711.4 1.0X +q72-v2.7 92914 94378 2071 0.2 6053.8 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q74-v2.7 1237 1485 351 3.1 327.8 1.0X +q74-v2.7 1301 1522 314 2.9 344.9 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q75-v2.7 1586 1851 376 3.6 281.5 1.0X +q75-v2.7 1729 1814 121 3.3 306.9 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q77a-v2.7 840 1025 262 6.7 149.5 1.0X +q77a-v2.7 809 874 92 6.9 144.1 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q78-v2.7 1837 1999 230 3.1 327.1 1.0X +q78-v2.7 2053 2458 573 2.7 365.5 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q80a-v2.7 1771 1900 183 3.2 313.6 1.0X +q80a-v2.7 1612 1662 72 3.5 285.5 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q86a-v2.7 255 275 15 3.2 315.1 1.0X +q86a-v2.7 244 278 29 3.3 300.6 1.0X OpenJDK 64-Bit Server VM 17.0.12+7-LTS on Linux 6.5.0-1025-azure AMD EPYC 7763 64-Core Processor TPCDS: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q98-v2.7 266 291 19 11.2 89.4 1.0X +q98-v2.7 289 308 19 10.3 97.2 1.0X