AMD Ryzen Threadripper 2950X 16-Core testing with a MSI MEG X399 CREATION (MS-7B92) v1.0 (1.30 BIOS) and AMD FirePro V4900 1GB 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 2208075-NE-TR2950X6958
tr 2950X
AMD Ryzen Threadripper 2950X 16-Core testing with a MSI MEG X399 CREATION (MS-7B92) v1.0 (1.30 BIOS) and AMD FirePro V4900 1GB on Ubuntu 22.04 via the Phoronix Test Suite.
A:
Processor: AMD Ryzen Threadripper 2950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: MSI MEG X399 CREATION (MS-7B92) v1.0 (1.30 BIOS), Chipset: AMD 17h, Memory: 32GB, Disk: Samsung SSD 970 EVO 250GB, Graphics: AMD FirePro V4900 1GB, Audio: Realtek ALC1220, Monitor: DELL S2409W, Network: 2 x Intel I211 + Intel-AC 9260
OS: Ubuntu 22.04, Kernel: 5.19.0-051900rc7-generic (x86_64), Desktop: GNOME Shell 42.2, Display Server: X Server + Wayland, OpenGL: 3.3 Mesa 22.0.1 (LLVM 13.0.1), Vulkan: 1.2.204, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080
BN:
Processor: AMD Ryzen Threadripper 2950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: MSI MEG X399 CREATION (MS-7B92) v1.0 (1.30 BIOS), Chipset: AMD 17h, Memory: 32GB, Disk: Samsung SSD 970 EVO 250GB, Graphics: AMD FirePro V4900 1GB, Audio: Realtek ALC1220, Monitor: DELL S2409W, Network: 2 x Intel I211 + Intel-AC 9260
OS: Ubuntu 22.04, Kernel: 5.19.0-051900rc7-generic (x86_64), Desktop: GNOME Shell 42.2, Display Server: X Server + Wayland, OpenGL: 3.3 Mesa 22.0.1 (LLVM 13.0.1), Vulkan: 1.2.204, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080
C:
Processor: AMD Ryzen Threadripper 2950X 16-Core @ 3.50GHz (16 Cores / 32 Threads), Motherboard: MSI MEG X399 CREATION (MS-7B92) v1.0 (1.30 BIOS), Chipset: AMD 17h, Memory: 32GB, Disk: Samsung SSD 970 EVO 250GB, Graphics: AMD FirePro V4900 1GB, Audio: Realtek ALC1220, Monitor: DELL S2409W, Network: 2 x Intel I211 + Intel-AC 9260
OS: Ubuntu 22.04, Kernel: 5.19.0-051900rc7-generic (x86_64), Desktop: GNOME Shell 42.2, Display Server: X Server + Wayland, OpenGL: 3.3 Mesa 22.0.1 (LLVM 13.0.1), Vulkan: 1.2.204, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080
SVT-AV1 1.2
Encoder Mode: Preset 4 - Input: Bosphorus 4K
Frames Per Second > Higher Is Better
A .. 1.384 |===================================================================
BN . 1.379 |===================================================================
C .. 1.379 |===================================================================
SVT-AV1 1.2
Encoder Mode: Preset 8 - Input: Bosphorus 4K
Frames Per Second > Higher Is Better
A .. 32.00 |===================================================================
BN . 32.13 |===================================================================
C .. 32.02 |===================================================================
SVT-AV1 1.2
Encoder Mode: Preset 10 - Input: Bosphorus 4K
Frames Per Second > Higher Is Better
A .. 61.39 |===================================================================
BN . 60.85 |==================================================================
C .. 60.94 |===================================================================
SVT-AV1 1.2
Encoder Mode: Preset 12 - Input: Bosphorus 4K
Frames Per Second > Higher Is Better
A .. 89.75 |===================================================================
BN . 89.46 |===================================================================
C .. 89.37 |===================================================================
SVT-AV1 1.2
Encoder Mode: Preset 4 - Input: Bosphorus 1080p
Frames Per Second > Higher Is Better
A .. 3.593 |===================================================================
BN . 3.530 |==================================================================
C .. 3.566 |==================================================================
SVT-AV1 1.2
Encoder Mode: Preset 8 - Input: Bosphorus 1080p
Frames Per Second > Higher Is Better
A .. 75.96 |===================================================================
BN . 76.01 |===================================================================
C .. 75.23 |==================================================================
SVT-AV1 1.2
Encoder Mode: Preset 10 - Input: Bosphorus 1080p
Frames Per Second > Higher Is Better
A .. 162.28 |==================================================================
BN . 158.93 |=================================================================
C .. 156.49 |================================================================
SVT-AV1 1.2
Encoder Mode: Preset 12 - Input: Bosphorus 1080p
Frames Per Second > Higher Is Better
A .. 221.10 |=================================================================
BN . 223.44 |==================================================================
C .. 219.62 |=================================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Time
Seconds < Lower Is Better
A .. 4.530063798 |============================================================
BN . 4.620000000 |=============================================================
C .. 4.500000000 |===========================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark
Seconds < Lower Is Better
A .. 108.42 |=================================================================
BN . 110.17 |==================================================================
C .. 109.87 |==================================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe
Seconds < Lower Is Better
A .. 6.783271558 |============================================================
BN . 6.890000000 |=============================================================
C .. 6.860000000 |=============================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 100 - Group By Test Time
Seconds < Lower Is Better
A .. 5.876942244 |============================================================
BN . 6.010000000 |=============================================================
C .. 5.970000000 |=============================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 100 - Repartition Test Time
Seconds < Lower Is Better
A .. 2.700264051 |===========================================================
BN . 2.810000000 |=============================================================
C .. 2.730000000 |===========================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 100 - Inner Join Test Time
Seconds < Lower Is Better
A .. 2.10 |============================================================
BN . 2.37 |====================================================================
C .. 2.13 |=============================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Time
Seconds < Lower Is Better
A .. 1.972517798 |=============================================================
BN . 1.880000000 |==========================================================
C .. 1.750000000 |======================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark Time
Seconds < Lower Is Better
A .. 4.37 |=================================================================
BN . 4.54 |====================================================================
C .. 4.43 |==================================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark
Seconds < Lower Is Better
A .. 108.23 |=================================================================
BN . 109.91 |==================================================================
C .. 110.36 |==================================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe
Seconds < Lower Is Better
A .. 6.77685602 |==============================================================
BN . 6.81000000 |==============================================================
C .. 6.81000000 |==============================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 500 - Group By Test Time
Seconds < Lower Is Better
A .. 5.504610213 |============================================================
BN . 5.570000000 |=============================================================
C .. 5.440000000 |============================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 500 - Repartition Test Time
Seconds < Lower Is Better
A .. 2.65 |==================================================================
BN . 2.72 |====================================================================
C .. 2.74 |====================================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 500 - Inner Join Test Time
Seconds < Lower Is Better
A .. 2.170995055 |===========================================================
BN . 2.250000000 |=============================================================
C .. 2.260000000 |=============================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test Time
Seconds < Lower Is Better
A .. 1.70007341 |===========================================================
BN . 1.77000000 |=============================================================
C .. 1.79000000 |==============================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark Time
Seconds < Lower Is Better
A .. 4.34 |===============================================================
BN . 4.65 |====================================================================
C .. 4.64 |====================================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark
Seconds < Lower Is Better
A .. 109.81 |==================================================================
BN . 109.68 |==================================================================
C .. 110.06 |==================================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe
Seconds < Lower Is Better
A .. 6.799198247 |=============================================================
BN . 6.820000000 |=============================================================
C .. 6.840000000 |=============================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 1000 - Group By Test Time
Seconds < Lower Is Better
A .. 5.37 |==================================================================
BN . 5.48 |===================================================================
C .. 5.55 |====================================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 1000 - Repartition Test Time
Seconds < Lower Is Better
A .. 2.87 |==================================================================
BN . 2.94 |====================================================================
C .. 2.82 |=================================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 1000 - Inner Join Test Time
Seconds < Lower Is Better
A .. 2.43 |===================================================================
BN . 2.45 |====================================================================
C .. 2.43 |===================================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test Time
Seconds < Lower Is Better
A .. 1.92 |================================================================
BN . 2.05 |====================================================================
C .. 2.03 |===================================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark Time
Seconds < Lower Is Better
A .. 4.904759563 |============================================================
BN . 4.990000000 |=============================================================
C .. 4.920000000 |============================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark
Seconds < Lower Is Better
A .. 108.60 |=================================================================
BN . 110.04 |==================================================================
C .. 110.12 |==================================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe
Seconds < Lower Is Better
A .. 6.84 |====================================================================
BN . 6.79 |====================================================================
C .. 6.81 |====================================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 2000 - Group By Test Time
Seconds < Lower Is Better
A .. 6.17 |==================================================================
BN . 6.27 |====================================================================
C .. 6.31 |====================================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 2000 - Repartition Test Time
Seconds < Lower Is Better
A .. 2.97 |============================================================
BN . 3.38 |====================================================================
C .. 3.39 |====================================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 2000 - Inner Join Test Time
Seconds < Lower Is Better
A .. 3.09 |==================================================================
BN . 3.17 |====================================================================
C .. 3.12 |===================================================================
Apache Spark 3.3
Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test Time
Seconds < Lower Is Better
A .. 2.32 |================================================================
BN . 2.41 |==================================================================
C .. 2.48 |====================================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark Time
Seconds < Lower Is Better
A .. 13.93 |==================================================================
BN . 14.19 |===================================================================
C .. 14.01 |==================================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark
Seconds < Lower Is Better
A .. 108.69 |=================================================================
BN . 109.36 |=================================================================
C .. 110.41 |==================================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe
Seconds < Lower Is Better
A .. 6.81 |====================================================================
BN . 6.80 |====================================================================
C .. 6.85 |====================================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 100 - Group By Test Time
Seconds < Lower Is Better
A .. 9.439752516 |===========================================================
BN . 9.590000000 |============================================================
C .. 9.680000000 |=============================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 100 - Repartition Test Time
Seconds < Lower Is Better
A .. 9.47 |====================================================================
BN . 9.31 |===================================================================
C .. 9.30 |===================================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 100 - Inner Join Test Time
Seconds < Lower Is Better
A .. 10.76 |===================================================================
BN . 10.47 |=================================================================
C .. 10.41 |=================================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test Time
Seconds < Lower Is Better
A .. 10.66 |===================================================================
BN . 10.69 |===================================================================
C .. 10.72 |===================================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark Time
Seconds < Lower Is Better
A .. 13.20 |===================================================================
BN . 13.09 |==================================================================
C .. 13.29 |===================================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark
Seconds < Lower Is Better
A .. 109.23 |=================================================================
BN . 109.33 |=================================================================
C .. 110.54 |==================================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe
Seconds < Lower Is Better
A .. 6.759258954 |============================================================
BN . 6.780000000 |=============================================================
C .. 6.820000000 |=============================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 500 - Group By Test Time
Seconds < Lower Is Better
A .. 8.621025209 |=============================================================
BN . 8.490000000 |============================================================
C .. 8.500000000 |============================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 500 - Repartition Test Time
Seconds < Lower Is Better
A .. 9.09 |====================================================================
BN . 8.93 |===================================================================
C .. 9.12 |====================================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 500 - Inner Join Test Time
Seconds < Lower Is Better
A .. 10.444853075 |============================================================
BN . 9.730000000 |========================================================
C .. 10.190000000 |===========================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test Time
Seconds < Lower Is Better
A .. 10.016525853 |============================================================
BN . 9.750000000 |==========================================================
C .. 9.880000000 |===========================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 100 - SHA-512 Benchmark Time
Seconds < Lower Is Better
A .. 24.43 |=================================================================
BN . 24.63 |==================================================================
C .. 25.02 |===================================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark
Seconds < Lower Is Better
A .. 109.11 |==================================================================
BN . 109.58 |==================================================================
C .. 109.62 |==================================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe
Seconds < Lower Is Better
A .. 6.80 |====================================================================
BN . 6.82 |====================================================================
C .. 6.77 |====================================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 100 - Group By Test Time
Seconds < Lower Is Better
A .. 13.33 |===================================================================
BN . 13.40 |===================================================================
C .. 13.35 |===================================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 100 - Repartition Test Time
Seconds < Lower Is Better
A .. 17.15 |==================================================================
BN . 17.38 |===================================================================
C .. 17.37 |===================================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 100 - Inner Join Test Time
Seconds < Lower Is Better
A .. 20.68 |===================================================================
BN . 20.35 |==================================================================
C .. 20.60 |===================================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 100 - Broadcast Inner Join Test Time
Seconds < Lower Is Better
A .. 20.75 |==================================================================
BN . 20.80 |==================================================================
C .. 21.22 |===================================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 500 - SHA-512 Benchmark Time
Seconds < Lower Is Better
A .. 22.75 |===================================================================
BN . 22.58 |==================================================================
C .. 22.64 |===================================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark
Seconds < Lower Is Better
A .. 109.61 |==================================================================
BN . 109.97 |==================================================================
C .. 109.98 |==================================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe
Seconds < Lower Is Better
A .. 6.812744629 |=============================================================
BN . 6.800000000 |============================================================
C .. 6.860000000 |=============================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 500 - Group By Test Time
Seconds < Lower Is Better
A .. 11.89 |==================================================================
BN . 11.99 |===================================================================
C .. 11.77 |==================================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 500 - Repartition Test Time
Seconds < Lower Is Better
A .. 16.64 |===================================================================
BN . 16.16 |=================================================================
C .. 16.33 |==================================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 500 - Inner Join Test Time
Seconds < Lower Is Better
A .. 18.79 |=================================================================
BN . 19.29 |===================================================================
C .. 19.06 |==================================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 500 - Broadcast Inner Join Test Time
Seconds < Lower Is Better
A .. 18.43 |==================================================================
BN . 18.37 |==================================================================
C .. 18.69 |===================================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 100 - SHA-512 Benchmark Time
Seconds < Lower Is Better
A .. 46.52 |=================================================================
BN . 46.40 |=================================================================
C .. 48.05 |===================================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark
Seconds < Lower Is Better
A .. 110.52 |=================================================================
BN . 109.75 |=================================================================
C .. 111.43 |==================================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe
Seconds < Lower Is Better
A .. 6.84 |===================================================================
BN . 6.79 |===================================================================
C .. 6.92 |====================================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 100 - Group By Test Time
Seconds < Lower Is Better
A .. 32.42 |===================================================================
BN . 32.11 |==================================================================
C .. 32.49 |===================================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 100 - Repartition Test Time
Seconds < Lower Is Better
A .. 34.19 |===================================================================
BN . 32.99 |=================================================================
C .. 33.29 |=================================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 100 - Inner Join Test Time
Seconds < Lower Is Better
A .. 40.84 |===================================================================
BN . 39.98 |==================================================================
C .. 40.12 |==================================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 100 - Broadcast Inner Join Test Time
Seconds < Lower Is Better
A .. 40.09 |=================================================================
BN . 41.27 |===================================================================
C .. 39.81 |=================================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark Time
Seconds < Lower Is Better
A .. 45.82 |==================================================================
BN . 46.27 |===================================================================
C .. 46.14 |===================================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark
Seconds < Lower Is Better
A .. 109.23 |=================================================================
BN . 109.94 |==================================================================
C .. 110.39 |==================================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe
Seconds < Lower Is Better
A .. 6.72 |===================================================================
BN . 6.86 |====================================================================
C .. 6.84 |====================================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 500 - Group By Test Time
Seconds < Lower Is Better
A .. 31.81 |===================================================================
BN . 31.26 |==================================================================
C .. 31.45 |==================================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 500 - Repartition Test Time
Seconds < Lower Is Better
A .. 31.76 |=================================================================
BN . 32.56 |===================================================================
C .. 32.55 |===================================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 500 - Inner Join Test Time
Seconds < Lower Is Better
A .. 38.92 |===================================================================
BN . 37.94 |=================================================================
C .. 39.06 |===================================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test Time
Seconds < Lower Is Better
A .. 37.86 |=================================================================
BN . 38.99 |===================================================================
C .. 39.13 |===================================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark Time
Seconds < Lower Is Better
A .. 14.00 |=================================================================
BN . 14.34 |===================================================================
C .. 14.30 |===================================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark
Seconds < Lower Is Better
A .. 109.52 |==================================================================
BN . 109.97 |==================================================================
C .. 110.11 |==================================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe
Seconds < Lower Is Better
A .. 6.70 |===================================================================
BN . 6.80 |====================================================================
C .. 6.81 |====================================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 1000 - Group By Test Time
Seconds < Lower Is Better
A .. 9.56 |==================================================================
BN . 9.67 |===================================================================
C .. 9.87 |====================================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 1000 - Repartition Test Time
Seconds < Lower Is Better
A .. 9.35 |==================================================================
BN . 9.59 |====================================================================
C .. 9.46 |===================================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 1000 - Inner Join Test Time
Seconds < Lower Is Better
A .. 10.23 |===============================================================
BN . 10.78 |===================================================================
C .. 10.80 |===================================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test Time
Seconds < Lower Is Better
A .. 10.41 |================================================================
BN . 10.66 |==================================================================
C .. 10.87 |===================================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark Time
Seconds < Lower Is Better
A .. 14.14 |===================================================================
BN . 14.04 |==================================================================
C .. 14.22 |===================================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark
Seconds < Lower Is Better
A .. 109.91 |==================================================================
BN . 110.25 |==================================================================
C .. 109.96 |==================================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe
Seconds < Lower Is Better
A .. 6.76 |===================================================================
BN . 6.78 |===================================================================
C .. 6.84 |====================================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 2000 - Group By Test Time
Seconds < Lower Is Better
A .. 9.80 |================================================================
BN . 9.89 |=================================================================
C .. 10.21 |===================================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 2000 - Repartition Test Time
Seconds < Lower Is Better
A .. 9.30 |==================================================================
BN . 9.45 |====================================================================
C .. 9.51 |====================================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 2000 - Inner Join Test Time
Seconds < Lower Is Better
A .. 11.00 |===================================================================
BN . 10.83 |==================================================================
C .. 10.66 |=================================================================
Apache Spark 3.3
Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test Time
Seconds < Lower Is Better
A .. 9.96 |==============================================================
BN . 10.83 |===================================================================
C .. 10.54 |=================================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 1000 - SHA-512 Benchmark Time
Seconds < Lower Is Better
A .. 23.24 |=============================================================
BN . 24.89 |==================================================================
C .. 25.45 |===================================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark
Seconds < Lower Is Better
A .. 110.73 |==================================================================
BN . 110.26 |==================================================================
C .. 109.96 |==================================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe
Seconds < Lower Is Better
A .. 6.875336993 |=============================================================
BN . 6.800000000 |============================================================
C .. 6.880000000 |=============================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 1000 - Group By Test Time
Seconds < Lower Is Better
A .. 13.18 |===================================================================
BN . 13.20 |===================================================================
C .. 12.99 |==================================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 1000 - Repartition Test Time
Seconds < Lower Is Better
A .. 15.89 |================================================================
BN . 16.40 |==================================================================
C .. 16.67 |===================================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 1000 - Inner Join Test Time
Seconds < Lower Is Better
A .. 19.68 |==================================================================
BN . 19.95 |===================================================================
C .. 19.85 |===================================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 1000 - Broadcast Inner Join Test Time
Seconds < Lower Is Better
A .. 19.24 |===============================================================
BN . 19.61 |================================================================
C .. 20.55 |===================================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 2000 - SHA-512 Benchmark Time
Seconds < Lower Is Better
A .. 23.25 |==================================================================
BN . 23.69 |===================================================================
C .. 23.55 |===================================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark
Seconds < Lower Is Better
A .. 109.44 |==================================================================
BN . 109.90 |==================================================================
C .. 109.92 |==================================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe
Seconds < Lower Is Better
A .. 6.77 |====================================================================
BN . 6.79 |====================================================================
C .. 6.77 |====================================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 2000 - Group By Test Time
Seconds < Lower Is Better
A .. 13.23 |===================================================================
BN . 12.90 |=================================================================
C .. 13.05 |==================================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 2000 - Repartition Test Time
Seconds < Lower Is Better
A .. 16.43 |==================================================================
BN . 16.69 |===================================================================
C .. 16.30 |=================================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 2000 - Inner Join Test Time
Seconds < Lower Is Better
A .. 20.39 |==================================================================
BN . 20.55 |===================================================================
C .. 20.30 |==================================================================
Apache Spark 3.3
Row Count: 20000000 - Partitions: 2000 - Broadcast Inner Join Test Time
Seconds < Lower Is Better
A .. 19.06 |=================================================================
BN . 19.27 |==================================================================
C .. 19.62 |===================================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 1000 - SHA-512 Benchmark Time
Seconds < Lower Is Better
A .. 44.78 |===================================================================
BN . 43.90 |==================================================================
C .. 41.00 |=============================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark
Seconds < Lower Is Better
A .. 109.90 |==================================================================
BN . 110.39 |==================================================================
C .. 110.27 |==================================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe
Seconds < Lower Is Better
A .. 6.86 |====================================================================
BN . 6.87 |====================================================================
C .. 6.74 |===================================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 1000 - Group By Test Time
Seconds < Lower Is Better
A .. 29.13 |==================================================================
BN . 29.34 |===================================================================
C .. 29.43 |===================================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 1000 - Repartition Test Time
Seconds < Lower Is Better
A .. 31.45 |===================================================================
BN . 31.51 |===================================================================
C .. 31.02 |==================================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 1000 - Inner Join Test Time
Seconds < Lower Is Better
A .. 37.54 |===================================================================
BN . 36.52 |=================================================================
C .. 36.58 |=================================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 1000 - Broadcast Inner Join Test Time
Seconds < Lower Is Better
A .. 36.82 |===================================================================
BN . 36.73 |===================================================================
C .. 35.45 |=================================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 2000 - SHA-512 Benchmark Time
Seconds < Lower Is Better
A .. 43.86 |==================================================================
BN . 43.42 |=================================================================
C .. 44.72 |===================================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark
Seconds < Lower Is Better
A .. 110.09 |==================================================================
BN . 110.55 |==================================================================
C .. 110.59 |==================================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe
Seconds < Lower Is Better
A .. 6.86 |====================================================================
BN . 6.84 |====================================================================
C .. 6.76 |===================================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 2000 - Group By Test Time
Seconds < Lower Is Better
A .. 25.82 |===============================================================
BN . 27.22 |===================================================================
C .. 27.27 |===================================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 2000 - Repartition Test Time
Seconds < Lower Is Better
A .. 30.65 |=================================================================
BN . 31.54 |===================================================================
C .. 31.27 |==================================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 2000 - Inner Join Test Time
Seconds < Lower Is Better
A .. 37.99 |=================================================================
BN . 38.80 |==================================================================
C .. 39.31 |===================================================================
Apache Spark 3.3
Row Count: 40000000 - Partitions: 2000 - Broadcast Inner Join Test Time
Seconds < Lower Is Better
A .. 36.70 |===================================================================
BN . 35.82 |=================================================================
C .. 36.74 |===================================================================