This is a benchmark of Apache Spark using TPC-H 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 using spark-submit. The test makes use of https://github.com/ssavvides/tpch-spark/ for facilitating the TPC-H benchmark.
To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark spark-tpch.
OpenBenchmarking.org metrics for this test profile configuration based on 79 public results since 4 December 2023 with the latest data as of 18 February 2024.
Below is an overview of the generalized performance for components where there is sufficient statistically significant data based upon user-uploaded results. It is important to keep in mind particularly in the Linux/open-source space there can be vastly different OS configurations, with this overview intended to offer just general guidance as to the performance expectations.
Based on OpenBenchmarking.org data, the selected test / test configuration (Apache Spark TPC-H 3.5 - Scale Factor: 10 - Q07) has an average run-time of 11 minutes. By default this test profile is set to run at least 3 times but may increase if the standard deviation exceeds pre-defined defaults or other calculations deem additional runs necessary for greater statistical accuracy of the result.
Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.7%.
This benchmark has been successfully tested on the below mentioned architectures. The CPU architectures listed is where successful OpenBenchmarking.org result uploads occurred, namely for helping to determine if a given test is compatible with various alternative CPU architectures.
1 System - 192 Benchmark Results |
AMD EPYC 8534P 64-Core - AMD Cinnabar - AMD Device 14a4 Ubuntu 23.10 - 6.8.1-060801-generic - GNOME Shell 45.2 |
Featured Processor Comparison |
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1 System - 205 Benchmark Results |
rk1-mainline-emmc - Turing Machines RK1 - 32GB Ubuntu 22.04 - 6.7.0 - 1.3.255 |
1 System - 201 Benchmark Results |
rk1-rok-emmc - Turing Machines RK1 - 32GB Ubuntu 22.04 - 5.10.160-rockchip - GCC 11.4.0 |
Featured Processor Comparison |
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3 Systems - 205 Benchmark Results |
ARMv8 Cortex-A76 - Turing Machines RK1 - 32GB Ubuntu 22.04 - 6.7.0 - 1.3.255 |
5 Systems - 587 Benchmark Results |
Intel Core i3-14100 - ASUS PRIME Z790-P WIFI - Intel Device 7a27 Ubuntu 23.10 - 6.7.3-060703-generic - GNOME Shell 45.2 |
2 Systems - 497 Benchmark Results |
AMD Ryzen Threadripper 7980X 64-Cores - ASUS Pro WS TRX50-SAGE WIFI - AMD Device 14a4 Ubuntu 23.10 - 6.7.0-060700rc2daily20231126-generic - GNOME Shell 45.0 |
3 Systems - 134 Benchmark Results |
Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers Ubuntu 22.04 - 6.2.0-36-generic - GNOME Shell 42.2 |
2 Systems - 164 Benchmark Results |
2 x AMD EPYC 9684X 96-Core - AMD Titanite_4G - AMD Device 14a4 Ubuntu 23.10 - 6.5.0-13-generic - GCC 13.2.0 |
1 System - 209 Benchmark Results |
2 x INTEL XEON PLATINUM 8592+ - Quanta Cloud S6Q-MB-MPS - Intel Device 1bce Ubuntu 23.04 - 6.2.0-20-generic - GCC 12.2.0 |
3 Systems - 334 Benchmark Results |
AMD Ryzen 5 5500U - NB01 NL5xNU - AMD Renoir Tuxedo 22.04 - 6.0.0-1010-oem - KDE Plasma 5.26.5 |
2 Systems - 130 Benchmark Results |
Intel Core i7-1065G7 - Dell 06CDVY - Intel Ice Lake-LP DRAM Ubuntu 23.04 - 6.2.0-36-generic - GNOME Shell 44.3 |
3 Systems - 92 Benchmark Results |
2 x Intel Xeon Platinum 8490H - Quanta Cloud S6Q-MB-MPS - Intel Device 1bce Ubuntu 23.10 - 6.5.0-13-generic - GCC 13.2.0 |
4 Systems - 118 Benchmark Results |
AMD Ryzen Threadripper 3990X 64-Core - Gigabyte TRX40 AORUS PRO WIFI - AMD Starship Ubuntu 23.10 - 6.5.0-13-generic - GNOME Shell 45.0 |
2 Systems - 520 Benchmark Results |
2 x INTEL XEON PLATINUM 8592+ - Quanta Cloud S6Q-MB-MPS - Intel Device 1bce Ubuntu 23.10 - 6.5.0-13-generic - GCC 13.2.0 |
5 Systems - 587 Benchmark Results |
Intel Core i9-14900K - ASUS PRIME Z790-P WIFI - Intel Raptor Lake-S PCH Ubuntu 23.10 - 6.7.3-060703-generic - GNOME Shell 45.2 |
2 Systems - 92 Benchmark Results |
AMD Ryzen 9 7950X 16-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8 Ubuntu 23.10 - 6.7.0-060700rc2daily20231127-generic - GNOME Shell 45.1 |
4 Systems - 115 Benchmark Results |
Intel Xeon Platinum 8380 - Intel M50CYP2SB2U - Intel Ice Lake IEH Ubuntu 23.10 - 6.6.0-rc5-phx-patched - GNOME Shell 45.0 |
3 Systems - 92 Benchmark Results |
2 x Intel Xeon Platinum 8490H - Quanta Cloud S6Q-MB-MPS - Intel Device 1bce Ubuntu 23.10 - 6.5.0-13-generic - GCC 13.2.0 |
3 Systems - 69 Benchmark Results |
Intel Core i9-14900K - ASUS PRIME Z790-P WIFI - Intel Device 7a27 Ubuntu 23.10 - 6.5.0-10-generic - GNOME Shell 45.0 |
3 Systems - 134 Benchmark Results |
Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers Ubuntu 22.04 - 6.2.0-36-generic - GNOME Shell 42.2 |
3 Systems - 98 Benchmark Results |
AMD Ryzen Threadripper PRO 7995WX 96-Cores - HP 8B24 - AMD Device 14a4 Ubuntu 23.10 - 6.5.0-13-generic - GNOME Shell 45.0 |
2 Systems - 92 Benchmark Results |
2 x Intel Xeon Platinum 8490H - Quanta Cloud S6Q-MB-MPS - Intel Device 1bce Ubuntu 23.10 - 6.5.0-13-generic - GCC 13.2.0 |
2 Systems - 130 Benchmark Results |
Intel Core i7-1065G7 - Dell 06CDVY - Intel Ice Lake-LP DRAM Ubuntu 23.04 - 6.2.0-36-generic - GNOME Shell 44.3 |
2 Systems - 78 Benchmark Results |
AMD EPYC 8534P 64-Core - AMD Cinnabar - AMD Device 14a4 Ubuntu 23.10 - 6.6.0-rc5-phx-patched - X Server 1.21.1.7 |
2 Systems - 81 Benchmark Results |
AMD EPYC 7F32 8-Core - ASRockRack EPYCD8 - AMD Starship Debian 12 - 6.1.0-11-amd64 - X Server |
2 Systems - 75 Benchmark Results |
Intel Xeon Silver 4216 - TYAN S7100AG2NR - Intel Sky Lake-E DMI3 Registers Debian 12 - 6.1.0-11-amd64 - X Server |
4 Systems - 118 Benchmark Results |
AMD Ryzen Threadripper 3990X 64-Core - Gigabyte TRX40 AORUS PRO WIFI - AMD Starship Ubuntu 23.10 - 6.5.0-13-generic - GNOME Shell 45.0 |
2 Systems - 497 Benchmark Results |
AMD Ryzen Threadripper 7980X 64-Cores - ASUS Pro WS TRX50-SAGE WIFI - AMD Device 14a4 Ubuntu 23.10 - 6.7.0-060700rc2daily20231126-generic - GNOME Shell 45.0 |