Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-19 15:09 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.790 s 0.632
2023-01-19 15:07 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.236 s 0.512
2023-01-19 15:07 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.298 s 0.322
2023-01-19 15:07 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.360 s 0.341
2023-01-19 15:09 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.340 s 0.392
2023-01-19 15:07 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.228 s 0.483
2023-01-19 15:17 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.381 s 0.245
2023-01-19 15:19 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.344 s 1.239
2023-01-19 15:19 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.407 s -0.557
2023-01-19 15:19 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.332 s -0.980
2023-01-19 15:20 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.342 s -1.036
2023-01-19 15:20 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.421 s -0.435
2023-01-19 15:20 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.538 s 0.165
2023-01-19 15:20 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.416 s -0.789
2023-01-19 15:22 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.270 s -0.228
2023-01-19 15:21 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.934 s -0.737
2023-01-19 15:22 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.440 s -0.014
2023-01-19 15:22 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.277 s -0.031
2023-01-19 15:22 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.330 s 0.146
2023-01-19 15:23 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.374 s 0.054
2023-01-19 15:22 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.373 s 0.218
2023-01-19 15:23 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.778 s 0.294
2023-01-19 15:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.282 s 0.277
2023-01-19 15:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.241 s -0.573
2023-01-19 15:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.275 s 1.017
2023-01-19 15:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.248 s -0.286
2023-01-19 15:29 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.323 s -0.602
2023-01-19 15:29 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.306 s -0.512
2023-01-19 15:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.461 s -0.249
2023-01-19 15:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.344 s -0.328
2023-01-19 15:34 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.258 s 0.283
2023-01-19 15:35 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.310 s -1.137
2023-01-19 15:35 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.394 s -0.726
2023-01-19 15:35 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.667 s -1.845
2023-01-19 15:36 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.400 s -1.141
2023-01-19 15:35 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.317 s -0.832
2023-01-19 15:36 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.857 s -0.145
2023-01-19 15:36 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.438 s -0.165
2023-01-19 15:41 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.910 s -0.130
2023-01-19 15:42 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.200 s -0.735
2023-01-19 15:41 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.200 s -0.903
2023-01-19 15:41 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.067 s 0.056
2023-01-19 15:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.278 s -1.283
2023-01-19 15:43 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.726 s -0.813
2023-01-19 15:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.320 s -1.170
2023-01-19 15:43 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.231 s -1.234
2023-01-19 15:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 4.993 s 0.162
2023-01-19 15:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.510 s -0.106
2023-01-19 15:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.428 s -1.029
2023-01-19 15:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.346 s -1.290
2023-01-19 15:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.349 s -0.989
2023-01-19 15:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.886 s -0.301
2023-01-19 15:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.466 s -0.468
2023-01-19 15:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.432 s -1.110
2023-01-19 15:53 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.397 s -1.444
2023-01-19 15:53 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.083 s 0.002
2023-01-19 15:53 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.590 s -0.098
2023-01-19 15:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.488 s -0.833
2023-01-19 15:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.405 s -1.544
2023-01-19 15:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.533 s -0.741
2023-01-19 15:59 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.819 s -0.506
2023-01-19 15:55 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.444 s -1.057
2023-01-19 16:00 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.324 s -0.797
2023-01-19 16:00 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.413 s -0.915
2023-01-19 16:00 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.022 s 0.398
2023-01-19 16:01 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.360 s -1.327
2023-01-19 16:01 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.471 s -0.681
2023-01-19 16:02 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.011 s -0.068
2023-01-19 15:55 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.960 s -1.225
2023-01-19 16:01 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.540 s -1.001
2023-01-19 16:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.480 s 0.058
2023-01-19 16:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.432 s -0.741
2023-01-19 16:14 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.339 s -0.687
2023-01-19 16:15 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.399 s -0.068
2023-01-19 16:15 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.047 s -1.222
2023-01-19 16:17 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.258 s -2.005
2023-01-19 16:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.364 s 0.033
2023-01-19 16:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.304 s -0.726
2023-01-19 16:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.380 s -0.694
2023-01-19 16:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.873 s -0.410
2023-01-19 16:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.313 s -0.906
2023-01-19 16:14 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.067 s 0.120
2023-01-19 16:18 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.112 s -0.607
2023-01-19 16:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.396 s -0.572
2023-01-19 16:14 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.260 s -1.392
2023-01-19 16:14 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.286 s -1.233
2023-01-19 16:16 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.750 s -0.205
2023-01-19 16:25 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.315 s -1.042
2023-01-19 16:16 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.070 s 0.500
2023-01-19 16:24 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.413 s -0.427
2023-01-19 16:28 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.298 s -1.122
2023-01-19 16:13 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.159 s -0.127
2023-01-19 16:18 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.677 s -1.063
2023-01-19 16:22 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.728 s -0.679
2023-01-19 16:15 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.417 s -0.640
2023-01-19 16:17 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.341 s -1.042
2023-01-19 16:17 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.510 s -0.717
2023-01-19 16:25 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.228 s -0.998
2023-01-19 16:17 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.381 s -0.933
2023-01-19 16:29 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.505 s -0.610
2023-01-19 16:25 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.550 s -0.342
2023-01-19 16:25 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.827 s -0.732
2023-01-19 16:26 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.313 s -0.536
2023-01-19 16:27 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.752 s -0.240
2023-01-19 16:28 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.579 s -0.344
2023-01-19 16:28 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.266 s -1.140
2023-01-19 16:25 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.404 s -0.645
2023-01-19 16:29 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.535 s 0.118
2023-01-19 16:35 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.256 s -0.505
2023-01-19 16:28 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.358 s -1.223
2023-01-19 16:29 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.566 s -0.170
2023-01-19 16:33 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.418 s -0.992
2023-01-19 16:35 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.328 s -0.518
2023-01-19 16:36 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.374 s -0.585
2023-01-19 16:41 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.315 s -0.536
2023-01-19 16:42 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.096 s 0.382
2023-01-19 16:40 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.020 s 0.192
2023-01-19 16:43 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.516 s -0.068
2023-01-19 16:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.801 s -0.517
2023-01-19 16:35 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.258 s -1.254
2023-01-19 16:40 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.868 s 0.035
2023-01-19 16:44 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.507 s -0.399
2023-01-19 16:36 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.851 s -1.287
2023-01-19 16:36 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.306 s -0.642
2023-01-19 16:41 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.384 s -0.208
2023-01-19 16:41 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.888 s 0.012
2023-01-19 16:43 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.268 s -1.250
2023-01-19 16:40 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.240 s -0.556
2023-01-19 16:41 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.269 s -0.436
2023-01-19 16:41 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.396 s -0.601
2023-01-19 16:48 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.927 s -0.450
2023-01-19 16:51 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.355 s -0.229
2023-01-19 16:44 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.277 s -1.175
2023-01-19 16:44 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.331 s -1.145
2023-01-19 16:50 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.319 s -0.725
2023-01-19 16:50 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s -0.564
2023-01-19 16:51 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.261 s -0.891
2023-01-19 16:58 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.181 s 0.009
2023-01-19 16:52 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.763 s 0.226
2023-01-19 17:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.365 s -1.143
2023-01-19 16:43 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.353 s -0.763
2023-01-19 16:45 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.728 s -0.205
2023-01-19 16:59 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.077 s -0.278
2023-01-19 16:57 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.290 s -0.616
2023-01-19 16:58 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.635 s -1.454
2023-01-19 16:50 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.409 s -0.199
2023-01-19 17:05 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.545 s -0.773
2023-01-19 17:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.917 s -0.522
2023-01-19 17:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.566 s -1.384
2023-01-19 16:51 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.522 s -0.193
2023-01-19 16:57 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.419 s -1.496
2023-01-19 17:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.704 s 0.555
2023-01-19 17:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 31.029 s -0.889
2023-01-19 17:05 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.414 s -1.068
2023-01-19 17:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.585 s 0.398
2023-01-19 16:56 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.801 s -0.606
2023-01-19 16:57 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.330 s -1.985
2023-01-19 16:58 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.518 s -0.911
2023-01-19 17:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.472 s -1.475
2023-01-19 17:25 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.739 s -0.270
2023-01-19 17:24 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.241 s -0.609
2023-01-19 17:25 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.278 s -0.767
2023-01-19 17:26 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.399 s 0.119
2023-01-19 17:05 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.314 s -1.418
2023-01-19 17:25 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.358 s -0.524
2023-01-19 17:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.347 s 0.422
2023-01-19 17:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.655 s 0.109
2023-01-19 17:05 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.318 s -1.546
2023-01-19 17:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.852 s -0.399
2023-01-19 17:21 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 41.266 s -0.255
2023-01-19 17:24 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 55.777 s -0.079
2023-01-19 17:27 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.132 s -0.705
2023-01-19 17:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.961 s 0.280
2023-01-19 17:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.015 s 0.073
2023-01-19 17:25 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.317 s -0.517
2023-01-19 17:25 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.247 s -0.534