rok1

Rockchip ARMv8 Cortex-A76 testing with a Turing Machines RK1 and rockchipdrmfb on Ubuntu 22.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2405142-NE-ROK12186375
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Audio Encoding 6 Tests
Chess Test Suite 6 Tests
Timed Code Compilation 18 Tests
C/C++ Compiler Tests 12 Tests
CPU Massive 11 Tests
Creator Workloads 7 Tests
Database Test Suite 6 Tests
Encoding 6 Tests
Java Tests 3 Tests
Multi-Core 22 Tests
Programmer / Developer System Benchmarks 18 Tests
Python Tests 9 Tests
Server 8 Tests
Server CPU Tests 7 Tests
Single-Threaded 2 Tests

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  Duration
rk1-rok-emmc
February 25
  5 Days, 12 Hours, 20 Minutes
rk1-rok-nvme
March 11
 
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rok1OpenBenchmarking.orgPhoronix Test Suiterk1-rok-emmc @ 1.80GHz (4 Cores / 8 Threads)Rockchip ARMv8 Cortex-A76 @ 1.80GHz (4 Cores / 8 Threads)Turing Machines RK132GB500GB CT500P3SSD8 + 31GB BJTD4RrockchipdrmfbUbuntu 22.045.10.160-rockchip (aarch64)GCC 11.4.0ext41920x1080ProcessorsMotherboardMemoryDiskGraphicsOSKernelCompilerFile-SystemScreen ResolutionRok1 BenchmarksSystem Logs- --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-nls --enable-objc-gc=auto --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v - Scaling Governor: cpufreq-dt performance- Python 3.10.12- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Vulnerable: Unprivileged eBPF enabled + srbds: Not affected + tsx_async_abort: Not affected

rk1-rok-emmc vs. rk1-rok-nvme ComparisonPhoronix Test SuiteBaseline+31.5%+31.5%+63%+63%+94.5%+94.5%125.8%123.9%121.4%120.9%119.4%116.7%116.4%116.2%116.1%112.7%98.2%92.8%69.7%65.2%63.6%62.8%58.7%58.1%56.1%51.1%41.7%40.1%37.9%36.7%18.6%11.4%10.5%9.1%9.1%8.3%7.6%7.1%7.1%6.8%6.5%6.4%6.2%5.5%5.5%5.4%4.7%4.5%4.4%4.3%4.1%3.7%3.6%3.4%3.4%3.3%3.2%3%2.3%2.1%2.1%RANGE - 100 - 100 - Average LatencyRANGE - 100 - 100RANGE - 50 - 100 - Average LatencyRANGE - 50 - 100RANGE - 500 - 100 - Average LatencyRANGE - 500 - 100PUT - 500 - 100 - Average LatencyPUT - 100 - 100PUT - 100 - 100 - Average LatencyPUT - 500 - 100PUT - 50 - 100 - Average LatencyPUT - 50 - 100RANGE - 50 - 1000 - Average LatencyRANGE - 50 - 1000RANGE - 100 - 1000 - Average LatencyPUT - 50 - 1000 - Average LatencyRANGE - 100 - 1000PUT - 50 - 1000PUT - 100 - 1000 - Average LatencyPUT - 100 - 1000Fill Sync50%RANGE - 500 - 1000 - Average LatencyPUT - 500 - 1000 - Average LatencyRANGE - 500 - 1000PUT - 500 - 1000WAV To FLACFill Sync18.4%Total Time12.4%10000000 - 100 - Group By Test Time1000000 - 1000 - I.J.T.TTime To Compile9.5%120000000 - 500 - Group By Test Time1000000 - 100 - I.J.T.T10000000 - 2000 - I.J.T.T1000000 - 500 - I.J.T.T10000000 - 1000 - R.T.T10000000 - 500 - R.T.T20000000 - 1000 - R.T.T10000000 - 500 - Group By Test Time1000000 - 500 - B.I.J.T.T6.4%20000000 - 100 - R.T.T1000000 - 500 - S.5.B.T6%Time To CompileOverwrite10000000 - 500 - I.J.T.TTime To Compile5.4%Overwrite20000000 - 500 - R.T.T10000000 - 1000 - I.J.T.T10000000 - 1000 - B.I.J.T.T10000000 - 100 - R.T.T1000000 - 100 - Group By Test Time3.9%1000000 - 2000 - Group By Test Time3.7%10000000 - 2000 - R.T.TRand FillSeq Fill300 - 3000 - 301000000 - 1000 - S.5.B.T3.3%20000000 - 1000 - Group By Test Time96000 - 1024100 - 1000 - 30300 - 1000 - 302.8%500 - 3000 - 302.8%1000000 - 2000 - R.T.T2.6%R.B.P.L.O2.5%1000000 - 100 - S.5.B.T2.4%1000000 - 500 - R.T.T2.3%Rand Delete1000000 - 1000 - Group By Test Time2.3%1000000 - 1000 - B.I.J.T.T2.2%1000000 - 1000 - R.T.T2.2%10000000 - 500 - B.I.J.T.TRand Fill10000000 - 500 - S.5.B.T2%1000000 - 2000 - S.5.B.T2%etcdetcdetcdetcdetcdetcdetcdetcdetcdetcdetcdetcdetcdetcdetcdetcdetcdetcdetcdetcdLevelDBetcdetcdetcdetcdFLAC Audio EncodingLevelDBStockfishApache SparkApache SparkTimed Erlang/OTP CompilationSQLiteApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkTimed Wasmer CompilationLevelDBApache SparkTimed Eigen CompilationLevelDBApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkApache SparkLevelDBLevelDBApache CouchDBApache SparkApache SparkStargate Digital Audio WorkstationApache CouchDBApache CouchDBApache CouchDBApache SparkTimed CPython CompilationApache SparkApache SparkLevelDBApache SparkApache SparkApache SparkApache SparkLevelDBApache SparkApache Sparkrk1-rok-emmcrk1-rok-nvme

rok1couchdb: 100 - 1000 - 30couchdb: 100 - 3000 - 30couchdb: 300 - 1000 - 30couchdb: 300 - 3000 - 30couchdb: 500 - 1000 - 30couchdb: 500 - 3000 - 30spark: 1000000 - 100 - SHA-512 Benchmark Timespark: 1000000 - 100 - Calculate Pi Benchmarkspark: 1000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 100 - Group By Test Timespark: 1000000 - 100 - Repartition Test Timespark: 1000000 - 100 - Inner Join Test Timespark: 1000000 - 100 - Broadcast Inner Join Test Timespark: 1000000 - 500 - SHA-512 Benchmark Timespark: 1000000 - 500 - Calculate Pi Benchmarkspark: 1000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 500 - Group By Test Timespark: 1000000 - 500 - Repartition Test Timespark: 1000000 - 500 - Inner Join Test Timespark: 1000000 - 500 - Broadcast Inner Join Test Timespark: 1000000 - 1000 - SHA-512 Benchmark Timespark: 1000000 - 1000 - Calculate Pi Benchmarkspark: 1000000 - 1000 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 1000 - Group By Test Timespark: 1000000 - 1000 - Repartition Test Timespark: 1000000 - 1000 - Inner Join Test Timespark: 1000000 - 1000 - Broadcast Inner Join Test Timespark: 1000000 - 2000 - SHA-512 Benchmark Timespark: 1000000 - 2000 - Calculate Pi Benchmarkspark: 1000000 - 2000 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 2000 - Group By Test Timespark: 1000000 - 2000 - Repartition Test Timespark: 1000000 - 2000 - Inner Join Test Timespark: 1000000 - 2000 - Broadcast Inner Join Test Timespark: 10000000 - 100 - SHA-512 Benchmark Timespark: 10000000 - 100 - Calculate Pi Benchmarkspark: 10000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 100 - Group By Test Timespark: 10000000 - 100 - Repartition Test Timespark: 10000000 - 100 - Inner Join Test Timespark: 10000000 - 100 - Broadcast Inner Join Test Timespark: 10000000 - 500 - SHA-512 Benchmark Timespark: 10000000 - 500 - Calculate Pi Benchmarkspark: 10000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 500 - Group By Test Timespark: 10000000 - 500 - Repartition Test Timespark: 10000000 - 500 - Inner Join Test Timespark: 10000000 - 500 - Broadcast Inner Join Test Timespark: 20000000 - 100 - SHA-512 Benchmark Timespark: 20000000 - 100 - Calculate Pi Benchmarkspark: 20000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 20000000 - 100 - Group By Test Timespark: 20000000 - 100 - Repartition Test Timespark: 20000000 - 100 - Inner Join Test Timespark: 20000000 - 100 - Broadcast Inner Join Test Timespark: 20000000 - 500 - SHA-512 Benchmark Timespark: 20000000 - 500 - Calculate Pi Benchmarkspark: 20000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 20000000 - 500 - Group By Test Timespark: 20000000 - 500 - Repartition Test Timespark: 20000000 - 500 - Inner Join Test Timespark: 20000000 - 500 - Broadcast Inner Join Test Timespark: 40000000 - 100 - SHA-512 Benchmark Timespark: 40000000 - 100 - Calculate Pi Benchmarkspark: 40000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 40000000 - 500 - SHA-512 Benchmark Timespark: 40000000 - 500 - Calculate Pi Benchmarkspark: 40000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 1000 - SHA-512 Benchmark Timespark: 10000000 - 1000 - Calculate Pi Benchmarkspark: 10000000 - 1000 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 1000 - Group By Test Timespark: 10000000 - 1000 - Repartition Test Timespark: 10000000 - 1000 - Inner Join Test Timespark: 10000000 - 1000 - Broadcast Inner Join Test Timespark: 10000000 - 2000 - SHA-512 Benchmark Timespark: 10000000 - 2000 - Calculate Pi Benchmarkspark: 10000000 - 2000 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 2000 - Group By Test Timespark: 10000000 - 2000 - Repartition Test Timespark: 10000000 - 2000 - Inner Join Test Timespark: 10000000 - 2000 - Broadcast Inner Join Test Timespark: 20000000 - 1000 - SHA-512 Benchmark Timespark: 20000000 - 1000 - Calculate Pi Benchmarkspark: 20000000 - 1000 - Calculate Pi Benchmark Using Dataframespark: 20000000 - 1000 - Group By Test Timespark: 20000000 - 1000 - Repartition Test Timespark: 20000000 - 1000 - Inner Join Test Timespark: 20000000 - 1000 - Broadcast Inner Join Test Timespark: 20000000 - 2000 - SHA-512 Benchmark Timespark: 20000000 - 2000 - Calculate Pi Benchmarkspark: 20000000 - 2000 - Calculate Pi Benchmark Using Dataframespark: 40000000 - 1000 - SHA-512 Benchmark Timespark: 40000000 - 1000 - Calculate Pi Benchmarkspark: 40000000 - 1000 - Calculate Pi Benchmark Using Dataframespark: 40000000 - 2000 - SHA-512 Benchmark Timespark: 40000000 - 2000 - Calculate Pi Benchmarkspark: 40000000 - 2000 - Calculate Pi Benchmark Using Dataframespark: 40000000 - 100 - Group By Test Timespark: 40000000 - 100 - Repartition Test Timespark: 40000000 - 100 - Inner Join Test Timespark: 40000000 - 100 - Broadcast Inner Join Test Timespark: 40000000 - 500 - Group By Test Timespark: 40000000 - 500 - Repartition Test Timespark: 40000000 - 500 - Inner Join Test Timespark: 40000000 - 500 - Broadcast Inner Join Test Timespark: 20000000 - 2000 - Group By Test Timespark: 20000000 - 2000 - Repartition Test Timespark: 20000000 - 2000 - Inner Join Test Timespark: 20000000 - 2000 - Broadcast Inner Join Test Timespark: 40000000 - 1000 - Group By Test Timespark: 40000000 - 1000 - Repartition Test Timespark: 40000000 - 1000 - Inner Join Test Timespark: 40000000 - 1000 - Broadcast Inner Join Test Timespark: 40000000 - 2000 - Group By Test Timespark: 40000000 - 2000 - Repartition Test Timespark: 40000000 - 2000 - Inner Join Test Timespark: 40000000 - 2000 - Broadcast Inner Join Test Timespark-tpcds: 1 - Q01spark-tpcds: 1 - Q02spark-tpcds: 1 - Q03spark-tpcds: 1 - Q04spark-tpcds: 1 - Q05spark-tpcds: 1 - Q06spark-tpcds: 1 - Q07spark-tpcds: 1 - Q08spark-tpcds: 1 - Q09spark-tpcds: 1 - Q10spark-tpcds: 1 - Q11spark-tpcds: 1 - Q12spark-tpcds: 1 - Q13spark-tpcds: 1 - Q14spark-tpcds: 1 - Q15spark-tpcds: 1 - Q16spark-tpcds: 1 - Q17spark-tpcds: 1 - Q18spark-tpcds: 1 - Q19spark-tpcds: 1 - Q20spark-tpcds: 1 - Q21spark-tpcds: 1 - Q22spark-tpcds: 1 - Q23spark-tpcds: 1 - Q24spark-tpcds: 1 - Q25spark-tpcds: 1 - Q26spark-tpcds: 1 - Q27spark-tpcds: 1 - Q29spark-tpcds: 1 - Q30spark-tpcds: 1 - Q31spark-tpcds: 1 - Q32spark-tpcds: 1 - Q33spark-tpcds: 1 - Q35spark-tpcds: 1 - Q36spark-tpcds: 1 - Q37spark-tpcds: 1 - Q38spark-tpcds: 1 - Q39spark-tpcds: 1 - Q40spark-tpcds: 1 - Q41spark-tpcds: 1 - Q42spark-tpcds: 1 - Q43spark-tpcds: 1 - Q44spark-tpcds: 1 - Q45spark-tpcds: 1 - Q46spark-tpcds: 1 - Q47spark-tpcds: 1 - Q48spark-tpcds: 1 - Q49spark-tpcds: 1 - Q50spark-tpcds: 1 - Q51spark-tpcds: 1 - Q52spark-tpcds: 1 - Q53spark-tpcds: 1 - Q54spark-tpcds: 1 - Q55spark-tpcds: 1 - Q56spark-tpcds: 1 - Q57spark-tpcds: 1 - Q59spark-tpcds: 1 - Q60spark-tpcds: 1 - Q61spark-tpcds: 1 - Q62spark-tpcds: 1 - Q63spark-tpcds: 1 - Q64spark-tpcds: 1 - Q65spark-tpcds: 1 - Q66spark-tpcds: 1 - Q67spark-tpcds: 1 - Q68spark-tpcds: 1 - Q69spark-tpcds: 1 - Q70spark-tpcds: 1 - Q71spark-tpcds: 1 - Q72spark-tpcds: 1 - Q73spark-tpcds: 1 - Q74spark-tpcds: 1 - Q75spark-tpcds: 1 - Q76spark-tpcds: 1 - Q77spark-tpcds: 1 - Q78spark-tpcds: 1 - Q79spark-tpcds: 1 - Q80spark-tpcds: 1 - Q81spark-tpcds: 1 - Q82spark-tpcds: 1 - Q83spark-tpcds: 1 - Q84spark-tpcds: 1 - Q86spark-tpcds: 1 - Q87spark-tpcds: 1 - Q88spark-tpcds: 1 - Q89spark-tpcds: 1 - Q90spark-tpcds: 1 - Q91spark-tpcds: 1 - Q92spark-tpcds: 1 - Q93spark-tpcds: 1 - Q94spark-tpcds: 1 - Q95spark-tpcds: 1 - Q96spark-tpcds: 1 - Q97spark-tpcds: 1 - Q98spark-tpcds: 1 - Q99spark-tpcds: 1 - Q28spark-tpcds: 1 - Q34spark-tpcds: 1 - Q58spark-tpcds: 1 - Q85spark-tpcds: 10 - Q01spark-tpcds: 10 - Q02spark-tpcds: 10 - Q03spark-tpcds: 10 - Q04spark-tpcds: 10 - Q05spark-tpcds: 10 - Q06spark-tpcds: 10 - Q07spark-tpcds: 10 - Q08spark-tpcds: 10 - Q09spark-tpcds: 10 - Q10spark-tpcds: 10 - Q11spark-tpcds: 10 - Q12spark-tpcds: 10 - Q13spark-tpcds: 10 - Q14spark-tpcds: 10 - Q15spark-tpcds: 10 - Q17spark-tpcds: 10 - Q18spark-tpcds: 10 - Q19spark-tpcds: 10 - Q20spark-tpcds: 10 - Q21spark-tpcds: 10 - Q22spark-tpcds: 10 - Q23spark-tpcds: 10 - Q24spark-tpcds: 10 - Q25spark-tpcds: 10 - Q26spark-tpcds: 10 - Q27spark-tpcds: 10 - Q28spark-tpcds: 10 - Q29spark-tpcds: 10 - Q30spark-tpcds: 10 - Q31spark-tpcds: 10 - Q32spark-tpcds: 10 - Q33spark-tpcds: 10 - Q34spark-tpcds: 10 - Q35spark-tpcds: 10 - Q36spark-tpcds: 10 - Q37spark-tpcds: 10 - Q38spark-tpcds: 10 - Q39spark-tpcds: 10 - Q40spark-tpcds: 10 - Q41spark-tpcds: 10 - Q42spark-tpcds: 10 - Q43spark-tpcds: 10 - Q44spark-tpcds: 10 - Q45spark-tpcds: 10 - Q46spark-tpcds: 10 - Q47spark-tpcds: 10 - Q48spark-tpcds: 10 - Q49spark-tpcds: 10 - Q50spark-tpcds: 10 - Q52spark-tpcds: 10 - Q53spark-tpcds: 10 - Q54spark-tpcds: 10 - Q55spark-tpcds: 10 - Q56spark-tpcds: 10 - Q57spark-tpcds: 10 - Q58spark-tpcds: 10 - Q60spark-tpcds: 10 - Q61spark-tpcds: 10 - Q62spark-tpcds: 10 - Q63spark-tpcds: 10 - Q64spark-tpcds: 10 - Q65spark-tpcds: 10 - Q66spark-tpcds: 10 - Q67spark-tpcds: 10 - Q68spark-tpcds: 10 - Q69spark-tpcds: 10 - Q70spark-tpcds: 10 - Q71spark-tpcds: 10 - Q72spark-tpcds: 10 - Q73spark-tpcds: 10 - Q74spark-tpcds: 10 - Q75spark-tpcds: 10 - Q76spark-tpcds: 10 - Q77spark-tpcds: 10 - Q78spark-tpcds: 10 - Q79spark-tpcds: 10 - Q80spark-tpcds: 10 - Q81spark-tpcds: 10 - Q82spark-tpcds: 10 - Q83spark-tpcds: 10 - Q84spark-tpcds: 10 - Q85spark-tpcds: 10 - Q86spark-tpcds: 10 - Q87spark-tpcds: 10 - Q88spark-tpcds: 10 - Q89spark-tpcds: 10 - Q90spark-tpcds: 10 - Q91spark-tpcds: 10 - Q92spark-tpcds: 10 - Q93spark-tpcds: 10 - Q94spark-tpcds: 10 - Q95spark-tpcds: 10 - Q96spark-tpcds: 10 - Q97spark-tpcds: 10 - Q98spark-tpcds: 10 - Q99spark-tpcds: 10 - Q51spark-tpcds: 10 - Q59spark-tpcds: 50 - Q01spark-tpcds: 50 - Q02spark-tpcds: 50 - Q03spark-tpcds: 50 - Q04spark-tpcds: 50 - Q05spark-tpcds: 50 - Q06spark-tpcds: 50 - Q07spark-tpcds: 50 - Q08spark-tpcds: 50 - Q09spark-tpcds: 50 - Q10spark-tpcds: 50 - Q11spark-tpcds: 50 - Q12spark-tpcds: 50 - Q13spark-tpcds: 50 - Q14spark-tpcds: 50 - Q15spark-tpcds: 50 - Q17spark-tpcds: 50 - Q18spark-tpcds: 50 - Q19spark-tpcds: 50 - Q20spark-tpcds: 50 - Q21spark-tpcds: 50 - Q22spark-tpcds: 50 - Q23spark-tpcds: 50 - Q24spark-tpcds: 50 - Q25spark-tpcds: 50 - Q26spark-tpcds: 50 - Q27spark-tpcds: 50 - Q28spark-tpcds: 50 - Q29spark-tpcds: 50 - Q30spark-tpcds: 50 - Q31spark-tpcds: 50 - Q32spark-tpcds: 50 - Q33spark-tpcds: 50 - Q34spark-tpcds: 50 - Q35spark-tpcds: 50 - Q36spark-tpcds: 50 - Q37spark-tpcds: 50 - Q38spark-tpcds: 50 - Q39spark-tpcds: 50 - Q40spark-tpcds: 50 - Q41spark-tpcds: 50 - Q42spark-tpcds: 50 - Q43spark-tpcds: 50 - Q44spark-tpcds: 50 - Q45spark-tpcds: 50 - Q46spark-tpcds: 50 - Q47spark-tpcds: 50 - Q48spark-tpcds: 50 - Q49spark-tpcds: 50 - Q50spark-tpcds: 50 - Q51spark-tpcds: 50 - Q52spark-tpcds: 50 - Q53spark-tpcds: 50 - Q54spark-tpcds: 50 - Q55spark-tpcds: 50 - Q56spark-tpcds: 50 - Q57spark-tpcds: 50 - Q58spark-tpcds: 50 - Q59spark-tpcds: 50 - Q60spark-tpcds: 50 - Q61spark-tpcds: 50 - Q62spark-tpcds: 50 - Q63spark-tpcds: 50 - Q64spark-tpcds: 50 - Q65spark-tpcds: 50 - Q66spark-tpcds: 50 - Q67spark-tpcds: 50 - Q68spark-tpcds: 50 - Q69spark-tpcds: 50 - Q70spark-tpcds: 50 - Q71spark-tpcds: 50 - Q72spark-tpcds: 50 - Q73spark-tpcds: 50 - Q74spark-tpcds: 50 - Q75spark-tpcds: 50 - Q76spark-tpcds: 50 - Q77spark-tpcds: 50 - Q78spark-tpcds: 50 - Q79spark-tpcds: 50 - Q80spark-tpcds: 50 - Q81spark-tpcds: 50 - Q82spark-tpcds: 50 - Q83spark-tpcds: 50 - Q84spark-tpcds: 50 - Q85spark-tpcds: 50 - Q86spark-tpcds: 50 - Q87spark-tpcds: 50 - Q88spark-tpcds: 50 - Q89spark-tpcds: 50 - Q90spark-tpcds: 50 - Q91spark-tpcds: 50 - Q92spark-tpcds: 50 - Q93spark-tpcds: 50 - Q94spark-tpcds: 50 - Q95spark-tpcds: 50 - Q96spark-tpcds: 50 - Q97spark-tpcds: 50 - Q98spark-tpcds: 50 - Q99spark-tpcds: 100 - Q01spark-tpcds: 100 - Q02spark-tpcds: 100 - Q03spark-tpcds: 100 - Q04spark-tpcds: 100 - Q05spark-tpcds: 100 - Q06spark-tpcds: 100 - Q07spark-tpcds: 100 - Q08spark-tpcds: 100 - Q09spark-tpcds: 100 - Q10spark-tpcds: 100 - Q11spark-tpcds: 100 - Q12spark-tpcds: 100 - Q13spark-tpcds: 100 - Q14spark-tpcds: 100 - Q15spark-tpcds: 100 - Q17spark-tpcds: 100 - Q18spark-tpcds: 100 - Q19spark-tpcds: 100 - Q20spark-tpcds: 100 - Q21spark-tpcds: 100 - Q22spark-tpcds: 100 - Q23spark-tpcds: 100 - Q24spark-tpcds: 100 - Q25spark-tpcds: 100 - Q26spark-tpcds: 100 - Q27spark-tpcds: 100 - Q28spark-tpcds: 100 - Q29spark-tpcds: 100 - Q30spark-tpcds: 100 - Q31spark-tpcds: 100 - Q32spark-tpcds: 100 - Q33spark-tpcds: 100 - Q34spark-tpcds: 100 - Q35spark-tpcds: 100 - Q36spark-tpcds: 100 - Q37spark-tpcds: 100 - Q38spark-tpcds: 100 - Q39spark-tpcds: 100 - Q40spark-tpcds: 100 - Q41spark-tpcds: 100 - Q42spark-tpcds: 100 - Q43spark-tpcds: 100 - Q44spark-tpcds: 100 - Q45spark-tpcds: 100 - Q46spark-tpcds: 100 - Q47spark-tpcds: 100 - Q48spark-tpcds: 100 - Q49spark-tpcds: 100 - Q50spark-tpcds: 100 - Q51spark-tpcds: 100 - Q52spark-tpcds: 100 - Q53spark-tpcds: 100 - Q54spark-tpcds: 100 - Q55spark-tpcds: 100 - Q56spark-tpcds: 100 - Q57spark-tpcds: 100 - Q58spark-tpcds: 100 - Q59spark-tpcds: 100 - Q60spark-tpcds: 100 - Q61spark-tpcds: 100 - Q62spark-tpcds: 100 - Q63spark-tpcds: 100 - Q64spark-tpcds: 100 - Q65spark-tpcds: 100 - Q66spark-tpcds: 100 - Q67spark-tpcds: 100 - Q68spark-tpcds: 100 - Q69spark-tpcds: 100 - Q70spark-tpcds: 100 - Q71spark-tpcds: 100 - Q72spark-tpcds: 100 - Q73spark-tpcds: 100 - Q74spark-tpcds: 100 - Q75spark-tpcds: 100 - Q76spark-tpcds: 100 - Q77spark-tpcds: 100 - Q78spark-tpcds: 100 - Q79spark-tpcds: 100 - Q80spark-tpcds: 100 - Q81spark-tpcds: 100 - Q82spark-tpcds: 100 - Q83spark-tpcds: 100 - Q84spark-tpcds: 100 - Q85spark-tpcds: 100 - Q86spark-tpcds: 100 - Q87spark-tpcds: 100 - Q88spark-tpcds: 100 - Q89spark-tpcds: 100 - Q90spark-tpcds: 100 - Q91spark-tpcds: 100 - Q92spark-tpcds: 100 - Q93spark-tpcds: 100 - Q94spark-tpcds: 100 - Q95spark-tpcds: 100 - Q96spark-tpcds: 100 - Q97spark-tpcds: 100 - Q98spark-tpcds: 100 - Q99spark-tpcds: 500 - Q02spark-tpcds: 500 - Q03spark-tpcds: 500 - Q06spark-tpcds: 500 - Q07spark-tpcds: 500 - Q08spark-tpcds: 500 - Q09spark-tpcds: 500 - Q10spark-tpcds: 500 - Q12spark-tpcds: 500 - Q13spark-tpcds: 500 - Q14spark-tpcds: 500 - Q15spark-tpcds: 500 - Q17spark-tpcds: 500 - Q18spark-tpcds: 500 - Q19spark-tpcds: 500 - Q20spark-tpcds: 500 - Q21spark-tpcds: 500 - Q22spark-tpcds: 500 - Q25spark-tpcds: 500 - Q26spark-tpcds: 500 - Q27spark-tpcds: 500 - Q28spark-tpcds: 500 - Q30spark-tpcds: 500 - Q31spark-tpcds: 500 - Q32spark-tpcds: 500 - Q33spark-tpcds: 500 - Q34spark-tpcds: 500 - Q35spark-tpcds: 500 - Q36spark-tpcds: 500 - Q37spark-tpcds: 500 - Q38spark-tpcds: 500 - Q39spark-tpcds: 500 - Q41spark-tpcds: 500 - Q42spark-tpcds: 500 - Q43spark-tpcds: 500 - Q44spark-tpcds: 500 - Q45spark-tpcds: 500 - Q46spark-tpcds: 500 - Q47spark-tpcds: 500 - Q48spark-tpcds: 500 - Q52spark-tpcds: 500 - Q53spark-tpcds: 500 - Q54spark-tpcds: 500 - Q55spark-tpcds: 500 - Q56spark-tpcds: 500 - Q57spark-tpcds: 500 - Q58spark-tpcds: 500 - Q59spark-tpcds: 500 - Q60spark-tpcds: 500 - Q61spark-tpcds: 500 - Q62spark-tpcds: 500 - Q63spark-tpcds: 500 - Q66spark-tpcds: 500 - Q68spark-tpcds: 500 - Q69spark-tpcds: 500 - Q70spark-tpcds: 500 - Q71spark-tpcds: 500 - Q73spark-tpcds: 500 - Q76spark-tpcds: 500 - Q79spark-tpcds: 500 - Q82spark-tpcds: 500 - Q84spark-tpcds: 500 - Q85spark-tpcds: 500 - Q86spark-tpcds: 500 - Q87spark-tpcds: 500 - Q88spark-tpcds: 500 - Q89spark-tpcds: 500 - Q90spark-tpcds: 500 - Q92spark-tpch: 1 - Geometric Mean Of All Queriesspark-tpch: 1 - Q01spark-tpch: 1 - Q02spark-tpch: 1 - Q03spark-tpch: 1 - Q04spark-tpch: 1 - Q05spark-tpch: 1 - Q06spark-tpch: 1 - Q07spark-tpch: 1 - Q08spark-tpch: 1 - Q09spark-tpch: 1 - Q10spark-tpch: 1 - Q11spark-tpch: 1 - Q12spark-tpch: 1 - Q13spark-tpch: 1 - Q14spark-tpch: 1 - Q15spark-tpch: 1 - Q16spark-tpch: 1 - Q17spark-tpch: 1 - Q18spark-tpch: 1 - Q19spark-tpch: 1 - Q20spark-tpch: 1 - Q21spark-tpch: 1 - Q22asmfish: 1024 Hash Memory, 26 Depthbuild2: Time To Compileclickhouse: 100M Rows Hits Dataset, First Run / Cold Cacheclickhouse: 100M Rows Hits Dataset, Second Runclickhouse: 100M Rows Hits Dataset, Third Runetcd: PUT - 50 - 100etcd: PUT - 50 - 100 - Average Latencyetcd: PUT - 100 - 100etcd: PUT - 100 - 100 - Average Latencyetcd: PUT - 50 - 1000etcd: PUT - 50 - 1000 - Average Latencyetcd: PUT - 500 - 100etcd: PUT - 500 - 100 - Average Latencyetcd: PUT - 100 - 1000etcd: PUT - 100 - 1000 - Average Latencyetcd: PUT - 500 - 1000etcd: PUT - 500 - 1000 - Average Latencyetcd: RANGE - 50 - 100etcd: RANGE - 50 - 100 - Average Latencyetcd: RANGE - 100 - 100etcd: RANGE - 100 - 100 - Average Latencyetcd: RANGE - 50 - 1000etcd: RANGE - 50 - 1000 - Average Latencyetcd: RANGE - 500 - 100etcd: RANGE - 500 - 100 - Average Latencyetcd: RANGE - 100 - 1000etcd: RANGE - 100 - 1000 - Average Latencyetcd: RANGE - 500 - 1000etcd: RANGE - 500 - 1000 - Average Latencyencode-flac: WAV To FLACencode-mp3: WAV To MP3lczero: BLASleveldb: Hot Readleveldb: Fill Syncleveldb: Fill Syncleveldb: Overwriteleveldb: Overwriteleveldb: Rand Fillleveldb: Rand Fillleveldb: Rand Readleveldb: Seek Randleveldb: Rand Deleteleveldb: Seq Fillleveldb: Seq Fillm-queens: Time To Solveencode-ape: WAV To APEn-queens: Elapsed Timeencode-opus: WAV To Opus Encodesqlite: 1stargate: 44100 - 512stargate: 96000 - 512stargate: 192000 - 512stargate: 44100 - 1024stargate: 480000 - 512stargate: 96000 - 1024stargate: 192000 - 1024stargate: 480000 - 1024stockfish: Total Timebuild-apache: Time To Compilebuild-python: Defaultbuild-python: Released Build, PGO + LTO Optimizedbuild-eigen: Time To Compilebuild-erlang: Time To Compilebuild-ffmpeg: Time To Compilebuild-gcc: Time To Compilebuild-gdb: Time To Compilebuild-gem5: Time To Compilebuild-godot: Time To Compilebuild-imagemagick: Time To Compilebuild-linux-kernel: defconfigbuild-linux-kernel: allmodconfigbuild-llvm: Ninjabuild-llvm: Unix Makefilesbuild-mplayer: Time To Compilebuild-nodejs: Time To Compilebuild-php: Time To Compilebuild-wasmer: Time To Compiletscp: AI Chess Performanceencode-wavpack: WAV To WavPackrk1-rok-emmcrk1-rok-nvme266.249855.613384.0721492.528676.0902083.0679.34581.4531.848.758.626.545.509.89580.9931.799.849.007.536.1210.78580.2431.8810.939.748.636.9012.63580.6831.5612.8310.5711.068.3752.69581.8531.4926.6238.5843.8843.1947.87579.5531.7923.8238.9242.4339.1688.81580.5231.8134.6672.3575.6873.6090.56581.1231.7639.2670.9078.0375.23177.81579.9831.57172.06580.3031.5149.21580.3731.6622.4439.3143.3040.9050.80581.1731.6624.1039.3347.6140.9391.39579.1931.7535.8372.9878.4275.9691.96579.8731.61172.45581.6931.54175.84580.8631.654.587961218.898104675.176648266.013409675.946094636.250915592.872663115.712453195.013944217.734836885.450984962.230567374.261494313.002522233.417816823.521971972.378982937.148795848.634209873.266044204.5986599416.831480503.256039717817210668.8729143.013511.17417.316313.419495.972150.37555.484013.219163.353950.916043.000458.78026.116112.47054.618914.018635.503352.67311.135713.618202.360853.515827.122359.851.60211.89164.5200.33224.4745.5156.2675.6153.4934.4976.275142.8585.8149.853206.26018.56856.17565.45036.3010.7762970.5912680.3928780.8005280.7477070.5586620.3911850.767829486376559.16460.52764.721192.095301.837196.6002222.4221835.916114.0791138.2015375.9533480.7283524.735148.8683289.072346.684198.45581092194.618258.521871.538394.7421443.999679.3992140.7359.56581.85221078531.639.098.756.045.4510.48579.16066724031.7210.039.217.036.5111.14583.5031.5411.189.957.817.0512.88582.61489470731.6813.3110.8510.898.4152.88580.29461784931.9723.9037.0743.7142.8548.84581.7831.8122.3836.4440.2438.3589.48582.8731.6234.4168.1276.8774.6091.24583.11262612931.7435.9967.8677.6376.27178.89581.18538459231.79172.690048331579.0131.7149.45580.46097500531.3622.6236.7241.4939.2251.09577.9231.5824.1337.9444.2341.1692.42580.2431.2234.7068.5479.2976.6692.19581.1031.66172.19581.6031.61175.24579.5531.3288.01131.38152.872557219150.0582.35131.531132677152.207485397147.54853119437.1669.0980.4177.5679.60131.43151.543861997147.5581.61131.39151.597807838148.668.989.696.7915.0411.799.338.468.807.9011.5312.704.908.409.037.496.2911.9910.588.024.947.9110.428.072.6811.277.888.9911.199.2612.297.7010.0411.488.835.0910.083.728.006.226.727.158.617.608.6912.437.6510.778.7513.226.737.9010.896.579.8710.769.1110.196.497.837.8817.1910.2711.2712.088.5310.9510.359.0419.118.3111.9514.268.7811.3914.338.4413.528.878.869.247.308.0410.0711.398.816.638.197.797.756.097.265.739.834.857.6211.028.619.9211.8611.2311.639.0248.8823.3819.4012.7611.8411.8314.3335.905.1411.4322.1910.3334.6813.8111.155.0512.1026.9433.7016.7935.4710.4813.4317.5434.6911.9019.339.3813.6012.0416.5712.4813.3617.4110.7517.387.098.448.426.409.8412.4719.0810.0019.5121.908.659.4617.078.7012.8016.3814.7414.327.038.989.8350.3318.1213.7532.6112.8113.9713.7112.71118.0811.1519.7427.0412.3014.5743.4011.9947.1811.4616.6410.799.1514.569.2818.0417.4810.787.5210.09.0127.0710.1210.166.6417.235.0410.2026.2812.5115.4117.5814.12153.7843.7447.6720.7217.2724.4620.24101.845.2119.4577.1617.59119.3121.4117.895.2715.8336.66173.1556.78109.5116.2320.6941.62117.3416.0433.5215.2922.0017.9125.0722.3922.7443.4815.1941.437.2813.2513.777.8413.4621.8733.7316.6739.3449.3658.6313.2214.9436.9613.6021.1024.7824.2025.2422.577.6512.6114.73165.9642.6920.62106.3022.6020.1722.9523.19419.7916.6595.4559.3720.5924.24145.2021.04154.3715.6038.4613.2611.720.2212.3043.6036.1417.709.8210.7313.1885.1518.9618.1010.1847.085.2616.3720.1327.5519.51192.4566.7423.7429.3222.2441.1927.59121.655.2228.19101.6226.1942.9227.8825.575.3220.5760.75223.1239.9941.9720.4428.4668.1747.4719.5151.4922.6529.1723.9536.6031.0420.9967.3822.7724.087.2917.7218.7125.2216.8630.0450.0523.0044.0081.06101.7218.8720.0633.8318.2227.5931.6735.6136.2130.697.5115.6619.93151.3873.3827.68205.5631.3126.7635.1531.44135.0221.92112.4996.4229.1433.67186.0130.33100.2418.7026.0615.7513.5725.2315.5767.9755.6823.2212.1112.2116.24140.1127.9726.6513.5378.075.3422.4527.9019.4823.6127.8322.6639.8027.695.2328.72100.3626.1143.5527.7325.805.2221.0261.5041.3020.5929.8667.0418.8949.0022.5929.0422.8136.5030.7321.4068.0824.997.3217.6119.2325.0316.9029.8749.4423.1319.1419.9633.9917.9528.0531.6334.2136.0631.177.7115.6119.8627.0830.4826.0835.8830.9121.3028.5930.2726.0213.5524.6015.4068.1953.7023.4612.1016.047721159669.64038.8341.3741.8117625.63805.616034.32936.230813.769430.916067.26776.128950.565632.621936.538641.917733.58495.615796.44026.230789.214231.015844.21126.228883.948632.721829.108142.243.51111.95564.5170.23817.4295.8149.2165.8150.3524.5026.273139.6476.0147.151206.39618.67456.23764.44333.2690.7705080.5902210.3917290.8000440.7620930.5763900.3942900.766823432644659.75861.473783.874202.509330.418194.1474406.833249.2452220.1771844.356112.8561131.9735371.0243468.3023511.133150.1053283.242343.158188.156812117OpenBenchmarking.org

Apache CouchDB

This is a bulk insertion benchmark of Apache CouchDB. CouchDB is a document-oriented NoSQL database implemented in Erlang. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 100 - Inserts: 1000 - Rounds: 30rk1-rok-emmcrk1-rok-nvme60120180240300SE +/- 2.80, N = 9SE +/- 2.59, N = 6266.25258.521. (CXX) g++ options: -std=c++17 -lmozjs-78 -lm -lei -fPIC -MMD
OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 100 - Inserts: 1000 - Rounds: 30rk1-rok-emmcrk1-rok-nvme50100150200250Min: 255.58 / Avg: 266.25 / Max: 281.68Min: 251.17 / Avg: 258.52 / Max: 265.791. (CXX) g++ options: -std=c++17 -lmozjs-78 -lm -lei -fPIC -MMD

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 100 - Inserts: 3000 - Rounds: 30rk1-rok-emmcrk1-rok-nvme2004006008001000SE +/- 1.88, N = 3SE +/- 10.18, N = 3855.61871.541. (CXX) g++ options: -std=c++17 -lmozjs-78 -lm -lei -fPIC -MMD
OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 100 - Inserts: 3000 - Rounds: 30rk1-rok-emmcrk1-rok-nvme150300450600750Min: 852.83 / Avg: 855.61 / Max: 859.19Min: 853.38 / Avg: 871.54 / Max: 888.61. (CXX) g++ options: -std=c++17 -lmozjs-78 -lm -lei -fPIC -MMD

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 300 - Inserts: 1000 - Rounds: 30rk1-rok-emmcrk1-rok-nvme90180270360450SE +/- 1.83, N = 3SE +/- 0.91, N = 3384.07394.741. (CXX) g++ options: -std=c++17 -lmozjs-78 -lm -lei -fPIC -MMD
OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 300 - Inserts: 1000 - Rounds: 30rk1-rok-emmcrk1-rok-nvme70140210280350Min: 380.82 / Avg: 384.07 / Max: 387.14Min: 392.93 / Avg: 394.74 / Max: 395.781. (CXX) g++ options: -std=c++17 -lmozjs-78 -lm -lei -fPIC -MMD

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 300 - Inserts: 3000 - Rounds: 30rk1-rok-emmcrk1-rok-nvme30060090012001500SE +/- 31.00, N = 9SE +/- 2.59, N = 31492.531444.001. (CXX) g++ options: -std=c++17 -lmozjs-78 -lm -lei -fPIC -MMD
OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 300 - Inserts: 3000 - Rounds: 30rk1-rok-emmcrk1-rok-nvme30060090012001500Min: 1429.31 / Avg: 1492.53 / Max: 1687.8Min: 1441.15 / Avg: 1444 / Max: 1449.171. (CXX) g++ options: -std=c++17 -lmozjs-78 -lm -lei -fPIC -MMD

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 500 - Inserts: 1000 - Rounds: 30rk1-rok-emmcrk1-rok-nvme150300450600750SE +/- 3.77, N = 3SE +/- 2.58, N = 3676.09679.401. (CXX) g++ options: -std=c++17 -lmozjs-78 -lm -lei -fPIC -MMD
OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 500 - Inserts: 1000 - Rounds: 30rk1-rok-emmcrk1-rok-nvme120240360480600Min: 670.24 / Avg: 676.09 / Max: 683.14Min: 675.2 / Avg: 679.4 / Max: 684.111. (CXX) g++ options: -std=c++17 -lmozjs-78 -lm -lei -fPIC -MMD

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 500 - Inserts: 3000 - Rounds: 30rk1-rok-emmcrk1-rok-nvme5001000150020002500SE +/- 11.33, N = 3SE +/- 13.77, N = 32083.072140.741. (CXX) g++ options: -std=c++17 -lmozjs-78 -lm -lei -fPIC -MMD
OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 500 - Inserts: 3000 - Rounds: 30rk1-rok-emmcrk1-rok-nvme400800120016002000Min: 2061.04 / Avg: 2083.07 / Max: 2098.7Min: 2113.28 / Avg: 2140.74 / Max: 2156.321. (CXX) g++ options: -std=c++17 -lmozjs-78 -lm -lei -fPIC -MMD

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme3691215SE +/- 0.09, N = 3SE +/- 0.10, N = 59.349.56
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme3691215Min: 9.19 / Avg: 9.34 / Max: 9.51Min: 9.41 / Avg: 9.56 / Max: 9.96

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme130260390520650SE +/- 1.54, N = 3SE +/- 0.46, N = 5581.45581.85
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme100200300400500Min: 578.37 / Avg: 581.45 / Max: 583.12Min: 580.47 / Avg: 581.85 / Max: 582.95

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835SE +/- 0.04, N = 3SE +/- 0.09, N = 531.8431.63
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835Min: 31.78 / Avg: 31.84 / Max: 31.92Min: 31.31 / Avg: 31.63 / Max: 31.83

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Group By Test Timerk1-rok-emmcrk1-rok-nvme3691215SE +/- 0.13, N = 3SE +/- 0.08, N = 58.759.09
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Group By Test Timerk1-rok-emmcrk1-rok-nvme3691215Min: 8.49 / Avg: 8.75 / Max: 8.89Min: 8.8 / Avg: 9.09 / Max: 9.29

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Repartition Test Timerk1-rok-emmcrk1-rok-nvme246810SE +/- 0.07, N = 3SE +/- 0.03, N = 58.628.75
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Repartition Test Timerk1-rok-emmcrk1-rok-nvme3691215Min: 8.49 / Avg: 8.62 / Max: 8.74Min: 8.65 / Avg: 8.75 / Max: 8.86

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Inner Join Test Timerk1-rok-emmcrk1-rok-nvme246810SE +/- 0.29, N = 3SE +/- 0.04, N = 56.546.04
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Inner Join Test Timerk1-rok-emmcrk1-rok-nvme3691215Min: 6.16 / Avg: 6.54 / Max: 7.12Min: 5.93 / Avg: 6.04 / Max: 6.17

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Timerk1-rok-emmcrk1-rok-nvme1.23752.4753.71254.956.1875SE +/- 0.08, N = 3SE +/- 0.07, N = 55.505.45
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Timerk1-rok-emmcrk1-rok-nvme246810Min: 5.38 / Avg: 5.5 / Max: 5.65Min: 5.23 / Avg: 5.45 / Max: 5.62

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme3691215SE +/- 0.03, N = 3SE +/- 0.11, N = 39.8910.48
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme3691215Min: 9.86 / Avg: 9.89 / Max: 9.95Min: 10.26 / Avg: 10.48 / Max: 10.63

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme130260390520650SE +/- 0.64, N = 3SE +/- 1.70, N = 3580.99579.16
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme100200300400500Min: 580.25 / Avg: 580.99 / Max: 582.25Min: 577.28 / Avg: 579.16 / Max: 582.55

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835SE +/- 0.02, N = 3SE +/- 0.02, N = 331.7931.72
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835Min: 31.76 / Avg: 31.79 / Max: 31.81Min: 31.69 / Avg: 31.72 / Max: 31.74

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Group By Test Timerk1-rok-emmcrk1-rok-nvme3691215SE +/- 0.15, N = 3SE +/- 0.09, N = 39.8410.03
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Group By Test Timerk1-rok-emmcrk1-rok-nvme3691215Min: 9.59 / Avg: 9.84 / Max: 10.11Min: 9.88 / Avg: 10.03 / Max: 10.18

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Repartition Test Timerk1-rok-emmcrk1-rok-nvme3691215SE +/- 0.10, N = 3SE +/- 0.07, N = 39.009.21
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Repartition Test Timerk1-rok-emmcrk1-rok-nvme3691215Min: 8.84 / Avg: 9 / Max: 9.19Min: 9.08 / Avg: 9.21 / Max: 9.32

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Inner Join Test Timerk1-rok-emmcrk1-rok-nvme246810SE +/- 0.52, N = 3SE +/- 0.04, N = 37.537.03
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Inner Join Test Timerk1-rok-emmcrk1-rok-nvme3691215Min: 6.88 / Avg: 7.53 / Max: 8.55Min: 6.98 / Avg: 7.03 / Max: 7.12

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test Timerk1-rok-emmcrk1-rok-nvme246810SE +/- 0.06, N = 3SE +/- 0.49, N = 36.126.51
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test Timerk1-rok-emmcrk1-rok-nvme3691215Min: 6.05 / Avg: 6.12 / Max: 6.24Min: 5.99 / Avg: 6.51 / Max: 7.48

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme3691215SE +/- 0.12, N = 4SE +/- 0.01, N = 310.7811.14
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme3691215Min: 10.42 / Avg: 10.78 / Max: 10.92Min: 11.12 / Avg: 11.14 / Max: 11.16

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme130260390520650SE +/- 0.54, N = 4SE +/- 2.32, N = 3580.24583.50
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme100200300400500Min: 578.87 / Avg: 580.24 / Max: 581.45Min: 579.8 / Avg: 583.5 / Max: 587.76

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835SE +/- 0.05, N = 4SE +/- 0.08, N = 331.8831.54
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835Min: 31.74 / Avg: 31.88 / Max: 31.99Min: 31.38 / Avg: 31.54 / Max: 31.67

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Group By Test Timerk1-rok-emmcrk1-rok-nvme3691215SE +/- 0.08, N = 4SE +/- 0.09, N = 310.9311.18
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Group By Test Timerk1-rok-emmcrk1-rok-nvme3691215Min: 10.78 / Avg: 10.93 / Max: 11.07Min: 11.05 / Avg: 11.18 / Max: 11.34

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Repartition Test Timerk1-rok-emmcrk1-rok-nvme3691215SE +/- 0.07, N = 4SE +/- 0.18, N = 39.749.95
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Repartition Test Timerk1-rok-emmcrk1-rok-nvme3691215Min: 9.53 / Avg: 9.74 / Max: 9.84Min: 9.61 / Avg: 9.95 / Max: 10.22

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Inner Join Test Timerk1-rok-emmcrk1-rok-nvme246810SE +/- 0.63, N = 4SE +/- 0.11, N = 38.637.81
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Inner Join Test Timerk1-rok-emmcrk1-rok-nvme3691215Min: 7.93 / Avg: 8.63 / Max: 10.53Min: 7.6 / Avg: 7.81 / Max: 7.95

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test Timerk1-rok-emmcrk1-rok-nvme246810SE +/- 0.06, N = 4SE +/- 0.06, N = 36.907.05
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test Timerk1-rok-emmcrk1-rok-nvme3691215Min: 6.79 / Avg: 6.9 / Max: 7Min: 6.99 / Avg: 7.05 / Max: 7.17

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme3691215SE +/- 0.12, N = 9SE +/- 0.11, N = 312.6312.88
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme48121620Min: 12.21 / Avg: 12.63 / Max: 13.26Min: 12.71 / Avg: 12.88 / Max: 13.09

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme130260390520650SE +/- 0.47, N = 9SE +/- 0.55, N = 3580.68582.61
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme100200300400500Min: 578.46 / Avg: 580.68 / Max: 582.9Min: 581.54 / Avg: 582.61 / Max: 583.32

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835SE +/- 0.09, N = 9SE +/- 0.12, N = 331.5631.68
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835Min: 31.05 / Avg: 31.56 / Max: 31.87Min: 31.51 / Avg: 31.68 / Max: 31.93

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Group By Test Timerk1-rok-emmcrk1-rok-nvme3691215SE +/- 0.13, N = 9SE +/- 0.23, N = 312.8313.31
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Group By Test Timerk1-rok-emmcrk1-rok-nvme48121620Min: 12.23 / Avg: 12.83 / Max: 13.77Min: 12.94 / Avg: 13.31 / Max: 13.73

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Repartition Test Timerk1-rok-emmcrk1-rok-nvme3691215SE +/- 0.04, N = 9SE +/- 0.16, N = 310.5710.85
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Repartition Test Timerk1-rok-emmcrk1-rok-nvme3691215Min: 10.45 / Avg: 10.57 / Max: 10.76Min: 10.64 / Avg: 10.85 / Max: 11.15

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Inner Join Test Timerk1-rok-emmcrk1-rok-nvme3691215SE +/- 0.50, N = 9SE +/- 0.40, N = 311.0610.89
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Inner Join Test Timerk1-rok-emmcrk1-rok-nvme3691215Min: 10.05 / Avg: 11.06 / Max: 14.95Min: 10.31 / Avg: 10.89 / Max: 11.66

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test Timerk1-rok-emmcrk1-rok-nvme246810SE +/- 0.13, N = 9SE +/- 0.27, N = 38.378.41
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test Timerk1-rok-emmcrk1-rok-nvme3691215Min: 7.85 / Avg: 8.37 / Max: 9.01Min: 7.89 / Avg: 8.41 / Max: 8.8

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme1224364860SE +/- 0.05, N = 3SE +/- 0.39, N = 352.6952.88
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme1122334455Min: 52.61 / Avg: 52.69 / Max: 52.77Min: 52.34 / Avg: 52.88 / Max: 53.65

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme130260390520650SE +/- 1.47, N = 3SE +/- 0.70, N = 3581.85580.29
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme100200300400500Min: 579.21 / Avg: 581.85 / Max: 584.3Min: 579.31 / Avg: 580.29 / Max: 581.64

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835SE +/- 0.29, N = 3SE +/- 0.06, N = 331.4931.97
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835Min: 30.93 / Avg: 31.49 / Max: 31.86Min: 31.85 / Avg: 31.97 / Max: 32.06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Group By Test Timerk1-rok-emmcrk1-rok-nvme612182430SE +/- 3.06, N = 3SE +/- 0.24, N = 326.6223.90
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Group By Test Timerk1-rok-emmcrk1-rok-nvme612182430Min: 23.06 / Avg: 26.62 / Max: 32.72Min: 23.49 / Avg: 23.9 / Max: 24.32

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Repartition Test Timerk1-rok-emmcrk1-rok-nvme918273645SE +/- 0.76, N = 3SE +/- 0.43, N = 338.5837.07
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Repartition Test Timerk1-rok-emmcrk1-rok-nvme816243240Min: 37.47 / Avg: 38.58 / Max: 40.02Min: 36.61 / Avg: 37.07 / Max: 37.93

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Inner Join Test Timerk1-rok-emmcrk1-rok-nvme1020304050SE +/- 1.64, N = 3SE +/- 1.37, N = 343.8843.71
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Inner Join Test Timerk1-rok-emmcrk1-rok-nvme918273645Min: 41.3 / Avg: 43.88 / Max: 46.93Min: 42.05 / Avg: 43.71 / Max: 46.43

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test Timerk1-rok-emmcrk1-rok-nvme1020304050SE +/- 0.62, N = 3SE +/- 0.21, N = 343.1942.85
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test Timerk1-rok-emmcrk1-rok-nvme918273645Min: 42.25 / Avg: 43.19 / Max: 44.35Min: 42.59 / Avg: 42.85 / Max: 43.25

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme1122334455SE +/- 0.11, N = 3SE +/- 0.20, N = 347.8748.84
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme1020304050Min: 47.65 / Avg: 47.87 / Max: 48.02Min: 48.45 / Avg: 48.84 / Max: 49.06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme130260390520650SE +/- 1.02, N = 3SE +/- 0.62, N = 3579.55581.78
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme100200300400500Min: 577.51 / Avg: 579.55 / Max: 580.64Min: 580.55 / Avg: 581.78 / Max: 582.4

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835SE +/- 0.11, N = 3SE +/- 0.05, N = 331.7931.81
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835Min: 31.62 / Avg: 31.79 / Max: 32Min: 31.72 / Avg: 31.81 / Max: 31.9

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Group By Test Timerk1-rok-emmcrk1-rok-nvme612182430SE +/- 1.78, N = 3SE +/- 0.17, N = 323.8222.38
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Group By Test Timerk1-rok-emmcrk1-rok-nvme612182430Min: 21.72 / Avg: 23.82 / Max: 27.36Min: 22.05 / Avg: 22.38 / Max: 22.62

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Repartition Test Timerk1-rok-emmcrk1-rok-nvme918273645SE +/- 1.07, N = 3SE +/- 0.25, N = 338.9236.44
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Repartition Test Timerk1-rok-emmcrk1-rok-nvme816243240Min: 37.06 / Avg: 38.92 / Max: 40.78Min: 36.11 / Avg: 36.44 / Max: 36.94

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Inner Join Test Timerk1-rok-emmcrk1-rok-nvme1020304050SE +/- 0.80, N = 3SE +/- 0.32, N = 342.4340.24
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Inner Join Test Timerk1-rok-emmcrk1-rok-nvme918273645Min: 40.84 / Avg: 42.43 / Max: 43.36Min: 39.59 / Avg: 40.24 / Max: 40.57

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test Timerk1-rok-emmcrk1-rok-nvme918273645SE +/- 0.42, N = 3SE +/- 0.45, N = 339.1638.35
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test Timerk1-rok-emmcrk1-rok-nvme816243240Min: 38.42 / Avg: 39.16 / Max: 39.86Min: 37.45 / Avg: 38.35 / Max: 38.82

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme20406080100SE +/- 0.12, N = 3SE +/- 0.67, N = 388.8189.48
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme20406080100Min: 88.56 / Avg: 88.81 / Max: 88.94Min: 88.23 / Avg: 89.48 / Max: 90.53

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme130260390520650SE +/- 1.38, N = 3SE +/- 3.74, N = 3580.52582.87
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme100200300400500Min: 578.11 / Avg: 580.52 / Max: 582.89Min: 578.1 / Avg: 582.87 / Max: 590.24

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835SE +/- 0.07, N = 3SE +/- 0.18, N = 331.8131.62
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835Min: 31.68 / Avg: 31.81 / Max: 31.94Min: 31.26 / Avg: 31.62 / Max: 31.88

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Group By Test Timerk1-rok-emmcrk1-rok-nvme816243240SE +/- 0.73, N = 3SE +/- 0.47, N = 334.6634.41
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Group By Test Timerk1-rok-emmcrk1-rok-nvme714212835Min: 33.41 / Avg: 34.66 / Max: 35.95Min: 33.48 / Avg: 34.41 / Max: 34.99

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Repartition Test Timerk1-rok-emmcrk1-rok-nvme1632486480SE +/- 2.01, N = 3SE +/- 0.15, N = 372.3568.12
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Repartition Test Timerk1-rok-emmcrk1-rok-nvme1428425670Min: 69.97 / Avg: 72.35 / Max: 76.34Min: 67.83 / Avg: 68.12 / Max: 68.36

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Inner Join Test Timerk1-rok-emmcrk1-rok-nvme20406080100SE +/- 1.13, N = 3SE +/- 0.48, N = 375.6876.87
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Inner Join Test Timerk1-rok-emmcrk1-rok-nvme1530456075Min: 73.68 / Avg: 75.68 / Max: 77.59Min: 76.01 / Avg: 76.87 / Max: 77.65

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Broadcast Inner Join Test Timerk1-rok-emmcrk1-rok-nvme20406080100SE +/- 0.59, N = 3SE +/- 0.55, N = 373.6074.60
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Broadcast Inner Join Test Timerk1-rok-emmcrk1-rok-nvme1428425670Min: 72.6 / Avg: 73.6 / Max: 74.64Min: 73.58 / Avg: 74.6 / Max: 75.48

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme20406080100SE +/- 0.16, N = 3SE +/- 0.33, N = 390.5691.24
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme20406080100Min: 90.3 / Avg: 90.56 / Max: 90.85Min: 90.73 / Avg: 91.24 / Max: 91.87

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme130260390520650SE +/- 0.79, N = 3SE +/- 0.67, N = 3581.12583.11
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme100200300400500Min: 579.61 / Avg: 581.12 / Max: 582.29Min: 581.84 / Avg: 583.11 / Max: 584.09

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835SE +/- 0.15, N = 3SE +/- 0.10, N = 331.7631.74
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835Min: 31.57 / Avg: 31.76 / Max: 32.05Min: 31.54 / Avg: 31.74 / Max: 31.89

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Group By Test Timerk1-rok-emmcrk1-rok-nvme918273645SE +/- 4.59, N = 3SE +/- 0.13, N = 339.2635.99
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Group By Test Timerk1-rok-emmcrk1-rok-nvme816243240Min: 34.66 / Avg: 39.26 / Max: 48.45Min: 35.82 / Avg: 35.99 / Max: 36.25

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Repartition Test Timerk1-rok-emmcrk1-rok-nvme1632486480SE +/- 0.84, N = 3SE +/- 0.31, N = 370.9067.86
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Repartition Test Timerk1-rok-emmcrk1-rok-nvme1428425670Min: 69.32 / Avg: 70.9 / Max: 72.2Min: 67.28 / Avg: 67.86 / Max: 68.34

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Inner Join Test Timerk1-rok-emmcrk1-rok-nvme20406080100SE +/- 0.49, N = 3SE +/- 0.10, N = 378.0377.63
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Inner Join Test Timerk1-rok-emmcrk1-rok-nvme1530456075Min: 77.47 / Avg: 78.03 / Max: 79Min: 77.44 / Avg: 77.63 / Max: 77.75

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Broadcast Inner Join Test Timerk1-rok-emmcrk1-rok-nvme20406080100SE +/- 0.04, N = 3SE +/- 0.73, N = 375.2376.27
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Broadcast Inner Join Test Timerk1-rok-emmcrk1-rok-nvme1530456075Min: 75.17 / Avg: 75.23 / Max: 75.31Min: 75.48 / Avg: 76.27 / Max: 77.73

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme4080120160200SE +/- 0.58, N = 3SE +/- 0.82, N = 3177.81178.89
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme306090120150Min: 176.77 / Avg: 177.81 / Max: 178.79Min: 177.32 / Avg: 178.89 / Max: 180.04

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme130260390520650SE +/- 0.87, N = 3SE +/- 0.68, N = 3579.98581.19
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme100200300400500Min: 578.9 / Avg: 579.98 / Max: 581.69Min: 580.37 / Avg: 581.19 / Max: 582.54

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835SE +/- 0.38, N = 3SE +/- 0.10, N = 331.5731.79
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835Min: 30.96 / Avg: 31.57 / Max: 32.28Min: 31.66 / Avg: 31.79 / Max: 31.99

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme4080120160200SE +/- 0.48, N = 3SE +/- 1.56, N = 3172.06172.69
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme306090120150Min: 171.34 / Avg: 172.06 / Max: 172.96Min: 170.49 / Avg: 172.69 / Max: 175.71

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme130260390520650SE +/- 0.86, N = 3SE +/- 0.55, N = 3580.30579.01
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme100200300400500Min: 578.64 / Avg: 580.3 / Max: 581.49Min: 578.22 / Avg: 579.01 / Max: 580.06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835SE +/- 0.11, N = 3SE +/- 0.09, N = 331.5131.71
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835Min: 31.36 / Avg: 31.51 / Max: 31.71Min: 31.55 / Avg: 31.71 / Max: 31.85

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme1122334455SE +/- 0.15, N = 3SE +/- 0.05, N = 349.2149.45
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme1020304050Min: 49.02 / Avg: 49.21 / Max: 49.51Min: 49.36 / Avg: 49.45 / Max: 49.55

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme130260390520650SE +/- 1.40, N = 3SE +/- 0.29, N = 3580.37580.46
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme100200300400500Min: 578.53 / Avg: 580.37 / Max: 583.12Min: 580.09 / Avg: 580.46 / Max: 581.03

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835SE +/- 0.04, N = 3SE +/- 0.26, N = 331.6631.36
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835Min: 31.59 / Avg: 31.66 / Max: 31.73Min: 30.9 / Avg: 31.36 / Max: 31.79

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Group By Test Timerk1-rok-emmcrk1-rok-nvme510152025SE +/- 0.36, N = 3SE +/- 0.20, N = 322.4422.62
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Group By Test Timerk1-rok-emmcrk1-rok-nvme510152025Min: 21.78 / Avg: 22.44 / Max: 23.02Min: 22.28 / Avg: 22.62 / Max: 22.99

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Repartition Test Timerk1-rok-emmcrk1-rok-nvme918273645SE +/- 0.54, N = 3SE +/- 0.31, N = 339.3136.72
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Repartition Test Timerk1-rok-emmcrk1-rok-nvme816243240Min: 38.38 / Avg: 39.31 / Max: 40.25Min: 36.1 / Avg: 36.72 / Max: 37.08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Inner Join Test Timerk1-rok-emmcrk1-rok-nvme1020304050SE +/- 0.56, N = 3SE +/- 0.21, N = 343.3041.49
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Inner Join Test Timerk1-rok-emmcrk1-rok-nvme918273645Min: 42.32 / Avg: 43.3 / Max: 44.25Min: 41.12 / Avg: 41.49 / Max: 41.85

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test Timerk1-rok-emmcrk1-rok-nvme918273645SE +/- 1.25, N = 3SE +/- 0.36, N = 340.9039.22
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test Timerk1-rok-emmcrk1-rok-nvme918273645Min: 39.58 / Avg: 40.9 / Max: 43.41Min: 38.59 / Avg: 39.22 / Max: 39.83

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme1224364860SE +/- 0.36, N = 3SE +/- 0.24, N = 350.8051.09
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme1020304050Min: 50.1 / Avg: 50.8 / Max: 51.31Min: 50.61 / Avg: 51.09 / Max: 51.37

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme130260390520650SE +/- 0.41, N = 3SE +/- 0.51, N = 3581.17577.92
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme100200300400500Min: 580.37 / Avg: 581.17 / Max: 581.71Min: 576.9 / Avg: 577.92 / Max: 578.49

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835SE +/- 0.14, N = 3SE +/- 0.04, N = 331.6631.58
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835Min: 31.37 / Avg: 31.66 / Max: 31.82Min: 31.49 / Avg: 31.58 / Max: 31.62

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Group By Test Timerk1-rok-emmcrk1-rok-nvme612182430SE +/- 0.22, N = 3SE +/- 0.39, N = 324.1024.13
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Group By Test Timerk1-rok-emmcrk1-rok-nvme612182430Min: 23.84 / Avg: 24.1 / Max: 24.54Min: 23.67 / Avg: 24.13 / Max: 24.91

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Repartition Test Timerk1-rok-emmcrk1-rok-nvme918273645SE +/- 0.66, N = 3SE +/- 0.08, N = 339.3337.94
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Repartition Test Timerk1-rok-emmcrk1-rok-nvme816243240Min: 38.16 / Avg: 39.33 / Max: 40.42Min: 37.85 / Avg: 37.94 / Max: 38.1

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Inner Join Test Timerk1-rok-emmcrk1-rok-nvme1122334455SE +/- 1.45, N = 3SE +/- 0.15, N = 347.6144.23
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Inner Join Test Timerk1-rok-emmcrk1-rok-nvme1020304050Min: 46.1 / Avg: 47.61 / Max: 50.5Min: 43.93 / Avg: 44.23 / Max: 44.42

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test Timerk1-rok-emmcrk1-rok-nvme918273645SE +/- 0.24, N = 3SE +/- 0.13, N = 340.9341.16
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test Timerk1-rok-emmcrk1-rok-nvme918273645Min: 40.48 / Avg: 40.93 / Max: 41.28Min: 40.94 / Avg: 41.16 / Max: 41.39

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme20406080100SE +/- 0.29, N = 3SE +/- 0.10, N = 391.3992.42
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme20406080100Min: 90.8 / Avg: 91.39 / Max: 91.7Min: 92.3 / Avg: 92.42 / Max: 92.61

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme130260390520650SE +/- 0.66, N = 3SE +/- 1.10, N = 3579.19580.24
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme100200300400500Min: 578.4 / Avg: 579.19 / Max: 580.51Min: 579.12 / Avg: 580.24 / Max: 582.45

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835SE +/- 0.14, N = 3SE +/- 0.32, N = 331.7531.22
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835Min: 31.47 / Avg: 31.75 / Max: 31.92Min: 30.73 / Avg: 31.22 / Max: 31.82

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Group By Test Timerk1-rok-emmcrk1-rok-nvme816243240SE +/- 2.03, N = 3SE +/- 0.44, N = 335.8334.70
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Group By Test Timerk1-rok-emmcrk1-rok-nvme816243240Min: 33.34 / Avg: 35.83 / Max: 39.85Min: 33.82 / Avg: 34.7 / Max: 35.21

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Repartition Test Timerk1-rok-emmcrk1-rok-nvme1632486480SE +/- 1.03, N = 3SE +/- 0.20, N = 372.9868.54
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Repartition Test Timerk1-rok-emmcrk1-rok-nvme1428425670Min: 71.33 / Avg: 72.98 / Max: 74.88Min: 68.15 / Avg: 68.54 / Max: 68.79

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Inner Join Test Timerk1-rok-emmcrk1-rok-nvme20406080100SE +/- 0.86, N = 3SE +/- 0.52, N = 378.4279.29
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Inner Join Test Timerk1-rok-emmcrk1-rok-nvme1530456075Min: 76.89 / Avg: 78.42 / Max: 79.85Min: 78.49 / Avg: 79.29 / Max: 80.28

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Broadcast Inner Join Test Timerk1-rok-emmcrk1-rok-nvme20406080100SE +/- 0.83, N = 3SE +/- 0.20, N = 375.9676.66
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Broadcast Inner Join Test Timerk1-rok-emmcrk1-rok-nvme1530456075Min: 74.33 / Avg: 75.96 / Max: 77.02Min: 76.42 / Avg: 76.66 / Max: 77.07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme20406080100SE +/- 0.02, N = 3SE +/- 0.11, N = 391.9692.19
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme20406080100Min: 91.92 / Avg: 91.96 / Max: 92Min: 92.01 / Avg: 92.19 / Max: 92.39

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme130260390520650SE +/- 1.08, N = 3SE +/- 0.28, N = 3579.87581.10
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme100200300400500Min: 577.86 / Avg: 579.87 / Max: 581.57Min: 580.66 / Avg: 581.1 / Max: 581.62

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835SE +/- 0.10, N = 3SE +/- 0.15, N = 331.6131.66
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835Min: 31.4 / Avg: 31.61 / Max: 31.72Min: 31.36 / Avg: 31.66 / Max: 31.85

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme4080120160200SE +/- 0.77, N = 3SE +/- 0.48, N = 3172.45172.19
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme306090120150Min: 171.17 / Avg: 172.45 / Max: 173.85Min: 171.4 / Avg: 172.19 / Max: 173.06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme130260390520650SE +/- 0.56, N = 3SE +/- 1.66, N = 3581.69581.60
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme100200300400500Min: 580.95 / Avg: 581.69 / Max: 582.8Min: 578.36 / Avg: 581.6 / Max: 583.81

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835SE +/- 0.16, N = 3SE +/- 0.10, N = 331.5431.61
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835Min: 31.33 / Avg: 31.54 / Max: 31.85Min: 31.51 / Avg: 31.61 / Max: 31.8

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme4080120160200SE +/- 0.42, N = 3SE +/- 0.47, N = 3175.84175.24
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - SHA-512 Benchmark Timerk1-rok-emmcrk1-rok-nvme306090120150Min: 175.01 / Avg: 175.84 / Max: 176.35Min: 174.29 / Avg: 175.24 / Max: 175.74

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme130260390520650SE +/- 0.49, N = 3SE +/- 1.28, N = 3580.86579.55
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmarkrk1-rok-emmcrk1-rok-nvme100200300400500Min: 579.92 / Avg: 580.86 / Max: 581.55Min: 578.2 / Avg: 579.55 / Max: 582.11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835SE +/- 0.10, N = 3SE +/- 0.14, N = 331.6531.32
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframerk1-rok-emmcrk1-rok-nvme714212835Min: 31.49 / Avg: 31.65 / Max: 31.83Min: 31.14 / Avg: 31.32 / Max: 31.61

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Group By Test Timerk1-rok-nvme20406080100SE +/- 3.33, N = 388.01

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Repartition Test Timerk1-rok-nvme306090120150SE +/- 0.42, N = 3131.38

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Inner Join Test Timerk1-rok-nvme306090120150SE +/- 1.45, N = 3152.87

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Broadcast Inner Join Test Timerk1-rok-nvme306090120150SE +/- 0.60, N = 3150.05

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Group By Test Timerk1-rok-nvme20406080100SE +/- 1.17, N = 382.35

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Repartition Test Timerk1-rok-nvme306090120150SE +/- 0.84, N = 3131.53

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Inner Join Test Timerk1-rok-nvme306090120150SE +/- 1.02, N = 3152.21

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test Timerk1-rok-nvme306090120150SE +/- 0.76, N = 3147.55

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Group By Test Timerk1-rok-nvme918273645SE +/- 0.41, N = 337.16

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Repartition Test Timerk1-rok-nvme1530456075SE +/- 0.14, N = 369.09

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Inner Join Test Timerk1-rok-nvme20406080100SE +/- 0.05, N = 380.41

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Broadcast Inner Join Test Timerk1-rok-nvme20406080100SE +/- 0.89, N = 377.56

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Group By Test Timerk1-rok-nvme20406080100SE +/- 0.85, N = 379.60

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Repartition Test Timerk1-rok-nvme306090120150SE +/- 0.93, N = 3131.43

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Inner Join Test Timerk1-rok-nvme306090120150SE +/- 1.83, N = 3151.54

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Broadcast Inner Join Test Timerk1-rok-nvme306090120150SE +/- 1.46, N = 3147.55

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Group By Test Timerk1-rok-nvme20406080100SE +/- 3.36, N = 381.61

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Repartition Test Timerk1-rok-nvme306090120150SE +/- 0.77, N = 3131.39

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Inner Join Test Timerk1-rok-nvme306090120150SE +/- 1.01, N = 3151.60

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Broadcast Inner Join Test Timerk1-rok-nvme306090120150SE +/- 0.50, N = 3148.66

Apache Spark TPC-DS

This is a benchmark of Apache Spark using the TPC-DS data-set. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmarks the Apache Spark in a single-system configuration and leverages the https://github.com/databricks/tpcds-kit and https://github.com/IBM/spark-tpc-ds-performance-test/ projects for testing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q01rk1-rok-nvme3691215SE +/- 0.10, N = 48.981. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q02rk1-rok-nvme3691215SE +/- 0.06, N = 49.691. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q03rk1-rok-nvme246810SE +/- 0.07, N = 46.791. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q04rk1-rok-nvme48121620SE +/- 0.10, N = 415.041. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q05rk1-rok-nvme3691215SE +/- 0.11, N = 411.791. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q06rk1-rok-nvme3691215SE +/- 0.05, N = 49.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q07rk1-rok-nvme246810SE +/- 0.04, N = 48.461. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q08rk1-rok-nvme246810SE +/- 0.01, N = 48.801. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q09rk1-rok-nvme246810SE +/- 0.05, N = 47.901. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q10rk1-rok-nvme3691215SE +/- 0.16, N = 411.531. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q11rk1-rok-nvme3691215SE +/- 0.05, N = 412.701. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q12rk1-rok-nvme1.10252.2053.30754.415.5125SE +/- 0.02, N = 44.901. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q13rk1-rok-nvme246810SE +/- 0.11, N = 48.401. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q14rk1-rok-nvme3691215SE +/- 0.11, N = 49.031. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q15rk1-rok-nvme246810SE +/- 0.02, N = 47.491. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q16rk1-rok-nvme246810SE +/- 0.10, N = 46.291. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q17rk1-rok-nvme3691215SE +/- 0.12, N = 411.991. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q18rk1-rok-nvme3691215SE +/- 0.08, N = 410.581. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q19rk1-rok-nvme246810SE +/- 0.05, N = 48.021. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q20rk1-rok-nvme1.11152.2233.33454.4465.5575SE +/- 0.02, N = 44.941. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q21rk1-rok-nvme246810SE +/- 0.08, N = 47.911. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q22rk1-rok-nvme3691215SE +/- 0.18, N = 410.421. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q23rk1-rok-nvme246810SE +/- 0.23, N = 48.071. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q24rk1-rok-nvme0.6031.2061.8092.4123.015SE +/- 0.05, N = 42.681. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q25rk1-rok-nvme3691215SE +/- 0.11, N = 411.271. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q26rk1-rok-nvme246810SE +/- 0.14, N = 47.881. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q27rk1-rok-nvme3691215SE +/- 0.05, N = 48.991. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q29rk1-rok-nvme3691215SE +/- 0.04, N = 411.191. (CC) gcc options: -O3 -fcommon -lm