Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-17 10:52 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.243 s -0.929
2023-01-17 10:52 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.312 s -0.713
2023-01-17 10:52 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.253 s -1.191
2023-01-17 10:52 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.373 s -0.494
2023-01-17 10:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.859 s -1.300
2023-01-17 10:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.352 s -0.763
2023-01-17 10:56 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.355 s 1.458
2023-01-17 10:57 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.945 s -1.219
2023-01-17 10:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.329 s -0.564
2023-01-17 10:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.408 s -0.641
2023-01-17 10:58 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.338 s -0.627
2023-01-17 10:58 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.425 s -0.816
2023-01-17 10:58 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.557 s -1.072
2023-01-17 10:58 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.413 s -0.358
2023-01-17 10:59 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.469 s -0.879
2023-01-17 10:59 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.928 s -0.576
2023-01-17 10:59 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.271 s -0.348
2023-01-17 11:00 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.340 s -0.563
2023-01-17 11:00 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.384 s -0.522
2023-01-17 11:00 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.279 s -0.333
2023-01-17 11:01 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.795 s -0.374
2023-01-17 11:01 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.378 s -0.498
2023-01-17 11:05 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.279 s 0.417
2023-01-17 11:06 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.237 s -0.005
2023-01-17 11:06 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.252 s -0.915
2023-01-17 11:07 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.343 s -0.075
2023-01-17 11:06 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.319 s -0.219
2023-01-17 11:11 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.266 s 0.038
2023-01-17 11:13 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.442 s -0.468
2023-01-17 11:06 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.721 s -0.847
2023-01-17 11:06 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.300 s 0.076
2023-01-17 11:07 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.462 s -0.210
2023-01-17 11:12 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.382 s 0.276
2023-01-17 11:12 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.575 s -0.045
2023-01-17 11:18 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.100 s -0.923
2023-01-17 11:19 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.264 s 0.147
2023-01-17 11:12 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.305 s -0.444
2023-01-17 11:20 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.225 s -0.055
2023-01-17 11:13 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.385 s 0.308
2023-01-17 11:18 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.897 s 0.578
2023-01-17 11:12 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.313 s -0.328
2023-01-17 11:19 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.199 s -0.507
2023-01-17 11:23 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.510 s -0.205
2023-01-17 11:20 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.703 s 0.113
2023-01-17 11:13 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.864 s -0.339
2023-01-17 11:19 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.306 s 0.121
2023-01-17 11:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.202 s -1.310
2023-01-17 11:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.338 s 0.392
2023-01-17 11:24 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 4.993 s 0.082
2023-01-17 11:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.459 s 0.130
2023-01-17 11:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.333 s 0.312
2023-01-17 11:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.409 s 0.558
2023-01-17 11:25 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.887 s -0.347
2023-01-17 11:25 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.423 s 0.078
2023-01-17 11:30 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.085 s -0.041
2023-01-17 11:31 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.483 s -0.466
2023-01-17 11:30 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.607 s -0.551
2023-01-17 11:30 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.390 s -0.804
2023-01-17 11:31 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.391 s -0.073
2023-01-17 11:31 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.526 s -0.273
2023-01-17 11:32 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.433 s -0.019
2023-01-17 11:32 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.924 s 0.231
2023-01-17 11:36 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.816 s -0.281
2023-01-17 11:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.054 s -0.425
2023-01-17 11:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s 0.199
2023-01-17 11:38 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.349 s 0.037
2023-01-17 11:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.402 s -0.005
2023-01-17 11:38 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.458 s 0.324
2023-01-17 11:39 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.004 s 0.198
2023-01-17 11:38 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.526 s 0.335
2023-01-17 11:44 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.362 s 0.050
2023-01-17 11:45 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.296 s 0.266
2023-01-17 11:44 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.662 s -2.773
2023-01-17 11:45 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.374 s -0.166
2023-01-17 11:45 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.306 s -0.131
2023-01-17 11:46 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.392 s -0.124
2023-01-17 11:45 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.425 s -0.181
2023-01-17 11:46 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.859 s 0.090
2023-01-17 11:50 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.151 s 0.402
2023-01-17 11:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.091 s -0.373
2023-01-17 11:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.252 s -0.008
2023-01-17 11:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.331 s 0.042
2023-01-17 11:52 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.404 s 0.235
2023-01-17 11:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.275 s 0.455
2023-01-17 11:52 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.395 s 0.421
2023-01-17 11:52 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.914 s 0.771
2023-01-17 11:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.076 s 0.251
2023-01-17 11:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.717 s 0.021
2023-01-17 11:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.328 s 0.098
2023-01-17 11:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.246 s 0.118
2023-01-17 11:59 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.724 s -0.988
2023-01-17 12:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.561 s -1.162
2023-01-17 12:05 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.260 s -0.301
2023-01-17 11:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.378 s -0.564
2023-01-17 11:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.503 s -0.211
2023-01-17 11:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.112 s -0.871
2023-01-17 12:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.405 s -0.673
2023-01-17 12:04 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.814 s -1.000
2023-01-17 12:06 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.501 s -0.417
2023-01-17 12:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.576 s -1.637
2023-01-17 12:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.307 s -0.417
2023-01-17 12:03 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.307 s -0.521
2023-01-17 12:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.346 s -0.199
2023-01-17 11:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.671 s -0.799
2023-01-17 12:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.226 s -0.528
2023-01-17 12:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.832 s -1.255
2023-01-17 12:05 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.295 s -0.748
2023-01-17 12:06 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.567 s -0.286
2023-01-17 12:05 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.605 s -0.706
2023-01-17 12:06 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.525 s 0.517
2023-01-17 12:10 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.383 s -0.474
2023-01-17 12:13 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.369 s -0.077
2023-01-17 12:12 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.254 s -0.218
2023-01-17 12:12 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.758 s -0.477
2023-01-17 12:12 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.249 s 0.153
2023-01-17 12:12 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.320 s 0.226
2023-01-17 12:13 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.813 s -0.016
2023-01-17 12:13 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.301 s 0.065
2023-01-17 12:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.869 s -0.104
2023-01-17 12:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.029 s -0.028
2023-01-17 12:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.237 s -0.002
2023-01-17 12:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.309 s 0.061
2023-01-17 12:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.266 s 0.066
2023-01-17 12:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.380 s 0.197
2023-01-17 12:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.389 s 0.351
2023-01-17 12:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.883 s 0.133
2023-01-17 12:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.100 s 0.271
2023-01-17 12:20 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.522 s -0.278
2023-01-17 12:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s -0.451
2023-01-17 12:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.348 s -0.351
2023-01-17 12:21 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.326 s -0.929
2023-01-17 12:21 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.270 s -0.506
2023-01-17 12:21 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.500 s -0.063
2023-01-17 12:22 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.742 s -0.791
2023-01-17 12:25 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.918 s 0.165
2023-01-17 12:28 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.259 s -0.567
2023-01-17 12:28 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.353 s -0.139
2023-01-17 12:29 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.780 s -0.467
2023-01-17 12:28 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.516 s 0.131
2023-01-17 12:35 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.607 s -0.124
2023-01-17 12:27 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.474 s -0.592
2023-01-17 12:27 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.235 s -0.129
2023-01-17 12:27 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.317 s -0.536
2023-01-17 12:33 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.829 s -1.468
2023-01-17 12:35 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.180 s -0.056
2023-01-17 12:36 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.061 s 0.002
2023-01-17 12:34 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.300 s -1.106
2023-01-17 12:35 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.510 s -0.493
2023-01-17 12:34 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.403 s -0.157
2023-01-17 12:34 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.316 s -0.139
2023-01-17 12:40 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.826 s -0.096
2023-01-17 12:41 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.936 s -0.564
2023-01-17 12:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.307 s -0.539
2023-01-17 12:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.306 s 0.116
2023-01-17 12:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.402 s 0.023
2023-01-17 12:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.534 s -0.205
2023-01-17 12:43 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.382 s -0.891
2023-01-17 12:43 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.356 s -0.007
2023-01-17 12:47 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.916 s -0.443
2023-01-17 12:49 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.614 s 0.025
2023-01-17 12:50 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.455 s -0.400
2023-01-17 12:50 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.836 s 0.169
2023-01-17 12:50 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.542 s -0.018
2023-01-17 12:50 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.967 s 0.008
2023-01-17 12:51 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.629 s 0.271
2023-01-17 12:51 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.043 s -0.395
2023-01-17 12:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 41.297 s -0.635
2023-01-17 13:01 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 56.244 s -1.159
2023-01-17 13:01 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.239 s -0.571
2023-01-17 13:02 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.349 s 0.087
2023-01-17 13:02 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.313 s -0.195
2023-01-17 13:02 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.744 s -0.400
2023-01-17 13:02 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.245 s -0.435
2023-01-17 13:02 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.274 s -0.395
2023-01-17 13:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.105 s -0.185
2023-01-17 13:03 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.399 s 0.093