Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-09 16:47:43 UTC R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.268 s -0.767
2022-11-09 17:19:07 UTC R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.369 s 0.127
2022-11-09 16:40:26 UTC R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.390 s -1.332
2022-11-09 16:40:15 UTC R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.242 s -1.097
2022-11-09 16:45:24 UTC R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.321 s -0.591
2022-11-09 16:45:13 UTC R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 6.313 s -2.655
2022-11-09 16:40:55 UTC R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.349 s -1.235
2022-11-09 16:41:08 UTC R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.934 s -1.901
2022-11-09 16:45:36 UTC R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.412 s -1.336
2022-11-09 16:47:54 UTC R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.341 s -0.898
2022-11-09 16:48:07 UTC R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.276 s -0.512
2022-11-09 16:44:42 UTC R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.410 s -0.724
2022-11-09 16:40:02 UTC R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.322 s -1.295
2022-11-09 16:49:05 UTC R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.884 s -1.761
2022-11-09 16:53:27 UTC R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.315 s -1.143
2022-11-09 16:54:25 UTC R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.307 s -1.038
2022-11-09 16:45:59 UTC R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.429 s -1.615
2022-11-09 16:48:18 UTC R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.394 s -1.288
2022-11-09 16:45:47 UTC R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.331 s -0.659
2022-11-09 16:47:11 UTC R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.907 s -0.105
2022-11-09 16:48:52 UTC R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.377 s -0.974
2022-11-09 16:39:50 UTC R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.234 s -1.203
2022-11-09 16:46:13 UTC R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.407 s -0.674
2022-11-09 16:46:25 UTC R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.563 s -1.663
2022-11-09 16:47:32 UTC R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.534 s -2.268
2022-11-09 16:55:22 UTC R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.339 s -0.674
2022-11-09 17:00:59 UTC R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.439 s -0.772
2022-11-09 17:07:38 UTC R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.322 s -0.948
2022-11-09 16:54:14 UTC R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.231 s -0.188
2022-11-09 17:07:18 UTC R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.194 s -0.565
2022-11-09 17:01:33 UTC R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.377 s 0.251
2022-11-09 16:54:38 UTC R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.240 s -0.203
2022-11-09 17:00:11 UTC R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.567 s -0.079
2022-11-09 17:00:23 UTC R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.295 s 0.057
2022-11-09 16:54:03 UTC R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.982 s -1.095
2022-11-09 16:54:49 UTC R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.320 s -0.437
2022-11-09 17:00:47 UTC R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.305 s 0.034
2022-11-09 17:01:46 UTC R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.934 s -1.638
2022-11-09 17:12:19 UTC R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.646 s -2.338
2022-11-09 16:55:34 UTC R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.488 s -1.161
2022-11-09 16:59:49 UTC R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.267 s -1.109
2022-11-09 17:07:06 UTC R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.275 s -1.012
2022-11-09 17:12:31 UTC R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.326 s -0.141
2022-11-09 17:12:43 UTC R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.417 s -0.841
2022-11-09 17:12:55 UTC R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.333 s -0.384
2022-11-09 17:00:35 UTC R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.387 s -0.703
2022-11-09 17:13:41 UTC R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.414 s -0.347
2022-11-09 17:06:07 UTC R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.897 s 0.329
2022-11-09 17:08:20 UTC R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.815 s -1.337
2022-11-09 17:06:44 UTC R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.345 s -0.896
2022-11-09 17:06:55 UTC R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.195 s -0.854
2022-11-09 17:08:07 UTC R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.226 s -0.541
2022-11-09 17:11:51 UTC R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.503 s -1.265
2022-11-09 17:13:55 UTC R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.972 s -1.858
2022-11-09 17:13:07 UTC R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.467 s -1.000
2022-11-09 17:19:43 UTC R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.523 s -0.824
2022-11-09 17:27:09 UTC R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.528 s -0.497
2022-11-09 17:18:16 UTC R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.073 s -0.353
2022-11-09 17:19:18 UTC R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.468 s -0.467
2022-11-09 17:19:31 UTC R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.376 s 0.197
2022-11-09 17:18:55 UTC R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.904 s -1.598
2022-11-09 17:20:18 UTC R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.420 s -0.038
2022-11-09 17:20:32 UTC R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 1.013 s -1.804
2022-11-09 17:42:19 UTC R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.909 s -11.700
2022-11-09 17:43:07 UTC R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.547 s -2.690
2022-11-09 17:34:27 UTC R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.392 s -0.623
2022-11-09 17:26:06 UTC R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.411 s -1.101
2022-11-09 17:25:00 UTC R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.811 s -1.368
2022-11-09 17:25:55 UTC R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s -0.578
2022-11-09 17:33:53 UTC R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.432 s -1.143
2022-11-09 17:26:31 UTC R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.470 s -0.860
2022-11-09 17:25:43 UTC R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.433 s -4.113
2022-11-09 17:26:20 UTC R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.345 s -0.220
2022-11-09 17:27:23 UTC R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.103 s -1.730
2022-11-09 17:42:31 UTC R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.244 s -1.205
2022-11-09 17:32:14 UTC R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.356 s 0.116
2022-11-09 17:34:40 UTC R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.967 s -1.890
2022-11-09 17:33:14 UTC R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.292 s 0.022
2022-11-09 17:41:35 UTC R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.078 s 0.377
2022-11-09 17:33:02 UTC R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.746 s -1.595
2022-11-09 17:39:02 UTC R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.181 s -1.563
2022-11-09 17:39:41 UTC R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.282 s -0.472
2022-11-09 17:40:55 UTC R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.170 s -1.484
2022-11-09 17:33:41 UTC R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.302 s -0.338
2022-11-09 17:33:28 UTC R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.374 s -0.696
2022-11-09 17:42:42 UTC R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.345 s -1.648
2022-11-09 17:40:04 UTC R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.338 s -1.008
2022-11-09 17:40:40 UTC R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.390 s 0.481
2022-11-09 17:43:41 UTC R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.645 s -0.426
2022-11-09 17:39:53 UTC R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.250 s -0.760
2022-11-09 17:40:15 UTC R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.277 s -0.732
2022-11-09 17:44:01 UTC R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.084 s -0.518
2022-11-09 17:40:27 UTC R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.432 s -1.445
2022-11-09 17:42:55 UTC R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.365 s -0.585
2022-11-09 17:48:25 UTC R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.569 s 0.130
2022-11-09 17:50:25 UTC R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.287 s -1.946
2022-11-09 17:50:47 UTC R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.307 s -0.829
2022-11-09 17:50:36 UTC R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.218 s -0.297
2022-11-09 17:50:59 UTC R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.391 s 0.325
2022-11-09 17:51:11 UTC R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.548 s -0.830
2022-11-09 17:52:53 UTC R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.647 s 0.381
2022-11-09 17:51:27 UTC R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.798 s -0.127
2022-11-09 17:51:42 UTC R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.390 s -1.849
2022-11-09 17:54:14 UTC R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.347 s -1.234
2022-11-09 17:53:52 UTC R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.451 s -0.675
2022-11-09 17:54:03 UTC R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.249 s -0.769
2022-11-09 17:54:27 UTC R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.280 s -0.518
2022-11-09 17:54:39 UTC R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.530 s -1.427
2022-11-09 18:02:04 UTC R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.292 s -0.568
2022-11-09 17:55:27 UTC R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.530 s -0.523
2022-11-09 17:55:09 UTC R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.556 s -0.361
2022-11-09 18:08:21 UTC R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.117 s 0.265
2022-11-09 18:00:49 UTC R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.549 s 0.320
2022-11-09 17:59:11 UTC R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.243 s 1.401
2022-11-09 18:01:36 UTC R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.374 s -0.960
2022-11-09 18:01:24 UTC R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.244 s -0.298
2022-11-09 18:06:22 UTC R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.663 s -2.636
2022-11-09 18:17:45 UTC R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.853 s -1.887
2022-11-09 18:02:18 UTC R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.929 s -1.511
2022-11-09 18:05:50 UTC R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.823 s -0.047
2022-11-09 18:01:01 UTC R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.240 s 0.074
2022-11-09 18:01:12 UTC R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.323 s -0.630
2022-11-09 18:07:20 UTC R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.397 s -0.426
2022-11-09 18:09:07 UTC R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.506 s -0.299
2022-11-09 18:09:43 UTC R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.263 s -0.532
2022-11-09 18:09:55 UTC R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.547 s -1.577
2022-11-09 18:09:19 UTC R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.258 s -0.954
2022-11-09 18:09:30 UTC R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.362 s -2.055
2022-11-09 18:14:22 UTC R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.915 s -0.576
2022-11-09 18:06:44 UTC R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.315 s -0.872
2022-11-09 18:07:07 UTC R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.399 s -1.284
2022-11-09 18:07:34 UTC R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 1.013 s -1.182
2022-11-09 18:06:33 UTC R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s -0.341
2022-11-09 18:06:55 UTC R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.266 s -0.525
2022-11-09 18:17:32 UTC R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.504 s -0.026
2022-11-09 18:10:43 UTC R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.701 s 0.313
2022-11-09 18:10:24 UTC R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.314 s -0.255
2022-11-09 18:16:58 UTC R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.369 s -1.378
2022-11-09 18:16:12 UTC R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.943 s -1.024
2022-11-09 18:16:34 UTC R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.319 s -0.796
2022-11-09 18:16:23 UTC R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.233 s -0.285
2022-11-09 18:16:47 UTC R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.253 s -0.112
2022-11-09 18:22:17 UTC R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.369 s 0.549
2022-11-09 18:23:09 UTC R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.153 s -1.155
2022-11-09 18:23:24 UTC R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.308 s -1.777
2022-11-09 18:23:35 UTC R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.409 s -2.214
2022-11-09 18:23:49 UTC R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.498 s -2.444
2022-11-09 18:24:01 UTC R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.648 s -2.037
2022-11-09 18:24:33 UTC R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.146 s 0.634
2022-11-09 18:24:53 UTC R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.046 s -0.848
2022-11-09 18:40:14 UTC R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.556 s -0.680
2022-11-09 18:51:14 UTC R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.265 s -0.425
2022-11-09 18:32:03 UTC R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.354 s -0.214
2022-11-09 18:39:16 UTC R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.810 s 0.438
2022-11-09 18:50:49 UTC R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.238 s -0.595
2022-11-09 18:30:43 UTC R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.631 s 0.387
2022-11-09 18:40:41 UTC R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.001 s 0.196
2022-11-09 18:28:57 UTC R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.634 s 0.277
2022-11-09 18:31:19 UTC R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.306 s -0.555
2022-11-09 18:32:24 UTC R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.343 s -0.370
2022-11-09 18:36:33 UTC R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.915 s -1.355
2022-11-09 18:31:31 UTC R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.564 s -1.298
2022-11-09 18:30:55 UTC R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.304 s -0.380
2022-11-09 18:38:36 UTC R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.752 s -1.420
2022-11-09 18:31:06 UTC R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.408 s -0.848
2022-11-09 18:39:29 UTC R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.973 s -1.183
2022-11-09 18:51:27 UTC R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.828 s -1.747
2022-11-09 18:53:09 UTC R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.090 s -1.088
2022-11-09 18:39:01 UTC R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.546 s -1.720
2022-11-09 18:50:15 UTC R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.790 s -0.090
2022-11-09 18:47:19 UTC R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.749 s -0.716
2022-11-09 18:38:49 UTC R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.433 s -0.747
2022-11-09 18:50:26 UTC R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.230 s -0.287
2022-11-09 18:52:24 UTC R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.390 s -0.014
2022-11-09 18:51:00 UTC R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.365 s -1.227
2022-11-09 18:50:38 UTC R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.316 s -0.907