Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-21 21:29:11 UTC R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.233 s -0.744
2022-11-21 21:29:47 UTC R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.379 s -1.047
2022-11-21 21:29:24 UTC R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.314 s -1.149
2022-11-21 21:29:36 UTC R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.241 s -0.657
2022-11-21 21:30:29 UTC R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.850 s -0.937
2022-11-21 21:30:16 UTC R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.347 s -0.927
2022-11-21 21:50:43 UTC R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.395 s -1.303
2022-11-21 21:35:32 UTC R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.413 s -0.760
2022-11-21 21:44:01 UTC R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.323 s -0.849
2022-11-21 21:34:02 UTC R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.375 s 0.712
2022-11-21 21:38:07 UTC R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.376 s -0.678
2022-11-21 22:08:19 UTC R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.493 s -1.780
2022-11-21 21:43:27 UTC R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.233 s -0.085
2022-11-21 21:43:50 UTC R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.243 s -0.244
2022-11-21 21:49:00 UTC R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.239 s 0.850
2022-11-21 22:14:42 UTC R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.086 s -0.070
2022-11-21 21:34:43 UTC R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.325 s -0.250
2022-11-21 21:55:17 UTC R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.904 s -0.356
2022-11-21 21:57:08 UTC R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.224 s -0.304
2022-11-21 22:01:56 UTC R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.341 s -0.390
2022-11-21 21:35:06 UTC R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.337 s -0.603
2022-11-21 21:37:33 UTC R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.395 s -1.650
2022-11-21 21:44:46 UTC R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.461 s -0.540
2022-11-21 21:56:40 UTC R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.317 s -0.990
2022-11-21 22:09:19 UTC R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.430 s -0.511
2022-11-21 21:35:44 UTC R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.562 s -1.443
2022-11-21 21:37:09 UTC R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.352 s -1.810
2022-11-21 21:38:20 UTC R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.796 s -0.668
2022-11-21 21:49:45 UTC R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.389 s -0.583
2022-11-21 22:22:01 UTC R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.509 s -0.434
2022-11-21 21:36:31 UTC R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.912 s -0.278
2022-11-21 21:44:34 UTC R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.339 s -0.126
2022-11-21 22:00:52 UTC R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.500 s -0.007
2022-11-21 22:01:31 UTC R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.338 s -0.664
2022-11-21 22:13:59 UTC R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.802 s -0.100
2022-11-21 21:34:32 UTC R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.907 s -1.427
2022-11-21 21:56:16 UTC R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.273 s -0.842
2022-11-21 22:14:53 UTC R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s -0.196
2022-11-21 22:01:43 UTC R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.427 s -1.060
2022-11-21 21:36:58 UTC R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.272 s -0.956
2022-11-21 22:02:42 UTC R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.425 s -0.775
2022-11-21 22:15:06 UTC R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.421 s -1.628
2022-11-21 21:34:55 UTC R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.416 s -1.287
2022-11-21 21:50:09 UTC R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.441 s -0.793
2022-11-21 21:37:22 UTC R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.279 s -0.792
2022-11-21 21:42:41 UTC R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.279 s 0.695
2022-11-21 21:49:34 UTC R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.299 s 0.005
2022-11-21 21:49:57 UTC R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.310 s -0.182
2022-11-21 21:56:28 UTC R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.196 s -0.332
2022-11-21 22:08:44 UTC R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.525 s -0.736
2022-11-21 22:07:55 UTC R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.671 s -0.851
2022-11-21 22:15:31 UTC R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.481 s -1.640
2022-11-21 22:16:22 UTC R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.013 s -0.278
2022-11-21 22:22:13 UTC R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.299 s -0.391
2022-11-21 22:22:37 UTC R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.309 s -0.558
2022-11-21 21:36:46 UTC R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.474 s -1.362
2022-11-21 21:50:56 UTC R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.872 s -0.828
2022-11-21 22:15:19 UTC R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.356 s -1.066
2022-11-21 22:16:08 UTC R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.533 s -0.589
2022-11-21 22:22:24 UTC R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.377 s -0.703
2022-11-21 21:35:18 UTC R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.434 s -1.573
2022-11-21 21:43:16 UTC R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.714 s -0.587
2022-11-21 21:49:22 UTC R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.565 s -0.236
2022-11-21 22:07:17 UTC R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.070 s 0.129
2022-11-21 21:43:38 UTC R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.305 s -0.801
2022-11-21 21:55:54 UTC R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.122 s -0.180
2022-11-21 21:57:21 UTC R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.712 s -0.269
2022-11-21 22:08:07 UTC R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.377 s -0.146
2022-11-21 21:56:05 UTC R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.198 s -0.831
2022-11-21 22:09:32 UTC R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.940 s -0.606
2022-11-21 22:02:55 UTC R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.887 s -0.437
2022-11-21 22:08:32 UTC R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.387 s -0.442
2022-11-21 22:22:49 UTC R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.430 s -0.702
2022-11-21 22:23:36 UTC R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.876 s -0.630
2022-11-21 22:01:19 UTC R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.042 s 0.200
2022-11-21 22:02:08 UTC R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.475 s -1.115
2022-11-21 22:23:23 UTC R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.394 s -0.334
2022-11-21 22:21:14 UTC R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.364 s -0.490
2022-11-21 22:27:58 UTC R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.193 s -1.461
2022-11-21 22:28:38 UTC R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.217 s -0.288
2022-11-21 22:29:01 UTC R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.345 s -1.510
2022-11-21 22:28:50 UTC R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.257 s -1.498
2022-11-21 22:29:13 UTC R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.281 s -0.977
2022-11-21 22:29:25 UTC R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.419 s -0.912
2022-11-21 22:29:39 UTC R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.412 s -1.717
2022-11-21 22:29:53 UTC R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.964 s -0.171
2022-11-21 22:30:34 UTC R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.104 s -0.993
2022-11-21 22:31:42 UTC R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.344 s -1.514
2022-11-21 22:31:18 UTC R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.724 s -0.642
2022-11-21 22:31:30 UTC R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.248 s -0.793
2022-11-21 22:31:55 UTC R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.382 s -1.618
2022-11-21 22:32:08 UTC R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.521 s -1.694
2022-11-21 22:32:43 UTC R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.666 s -1.661
2022-11-21 22:33:03 UTC R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.104 s -0.921
2022-11-21 22:41:55 UTC R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.617 s 0.702
2022-11-21 22:50:03 UTC R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.245 s -0.308
2022-11-21 22:56:33 UTC R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.920 s -1.080
2022-11-21 22:50:38 UTC R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.374 s -1.069
2022-11-21 22:55:21 UTC R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.006 s 1.215
2022-11-21 22:58:30 UTC R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.346 s -0.601
2022-11-21 23:13:50 UTC R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.072 s -1.085
2022-11-21 22:50:14 UTC R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.321 s -0.599
2022-11-21 23:03:22 UTC R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.921 s -0.459
2022-11-21 22:40:29 UTC R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.801 s -0.097
2022-11-21 22:42:53 UTC R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.385 s 0.933
2022-11-21 22:49:51 UTC R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.573 s 0.237
2022-11-21 22:44:10 UTC R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.549 s 0.067
2022-11-21 22:40:44 UTC R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.288 s -0.714
2022-11-21 22:50:26 UTC R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.251 s -0.982
2022-11-21 22:39:50 UTC R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.304 s -0.749
2022-11-21 22:55:32 UTC R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.237 s -0.399
2022-11-21 22:58:42 UTC R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.265 s -0.108
2022-11-21 22:44:28 UTC R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.511 s 0.842
2022-11-21 22:51:19 UTC R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.801 s 0.252
2022-11-21 22:37:27 UTC R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.579 s 0.023
2022-11-21 22:54:51 UTC R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.832 s -0.231
2022-11-21 23:12:31 UTC R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.399 s -0.405
2022-11-21 23:20:15 UTC R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.318 s -1.263
2022-11-21 23:29:12 UTC R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.540 s 0.114
2022-11-21 23:05:46 UTC R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.257 s -0.240
2022-11-21 22:39:38 UTC R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.217 s 0.274
2022-11-21 22:40:01 UTC R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.398 s -0.028
2022-11-21 22:43:05 UTC R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.249 s -0.169
2022-11-21 22:43:28 UTC R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.281 s -0.079
2022-11-21 22:59:23 UTC R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.324 s -0.890
2022-11-21 22:39:26 UTC R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.207 s 0.195
2022-11-21 22:43:40 UTC R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.490 s -0.475
2022-11-21 22:55:44 UTC R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.317 s -0.765
2022-11-21 22:58:07 UTC R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.594 s -1.870
2022-11-21 23:28:13 UTC R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.833 s -0.655
2022-11-21 23:40:13 UTC R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.268 s -0.369
2022-11-21 23:42:09 UTC R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.127 s -1.791
2022-11-21 22:40:14 UTC R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.551 s -0.957
2022-11-21 22:43:16 UTC R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.339 s -0.559
2022-11-21 22:56:06 UTC R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.394 s -1.141
2022-11-21 22:48:12 UTC R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.319 s -0.443
2022-11-21 22:55:55 UTC R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.264 s 0.101
2022-11-21 23:12:20 UTC R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.310 s -0.314
2022-11-21 23:27:59 UTC R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.548 s -1.395
2022-11-21 23:40:26 UTC R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.736 s -0.580
2022-11-21 22:56:20 UTC R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.394 s -0.199
2022-11-21 23:17:53 UTC R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.571 s -0.063
2022-11-21 23:19:38 UTC R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.666 s 0.010
2022-11-21 23:28:27 UTC R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.967 s -0.528
2022-11-21 23:25:30 UTC R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.918 s -1.162
2022-11-21 23:27:47 UTC R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.439 s -0.403
2022-11-21 22:51:06 UTC R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.294 s -0.102
2022-11-21 22:57:21 UTC R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.115 s 0.076
2022-11-21 23:05:22 UTC R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.235 s -0.250
2022-11-21 23:20:28 UTC R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.548 s -0.928
2022-11-21 23:20:02 UTC R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.420 s -1.337
2022-11-21 22:59:42 UTC R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.721 s -0.309
2022-11-21 23:13:29 UTC R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.168 s -0.339
2022-11-21 22:58:53 UTC R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.483 s 0.182
2022-11-21 23:11:16 UTC R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.374 s 0.434
2022-11-21 23:12:08 UTC R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.166 s -0.275
2022-11-21 23:27:34 UTC R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.508 s 0.244
2022-11-21 22:58:18 UTC R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.257 s -0.107
2022-11-21 23:06:32 UTC R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.511 s -0.166
2022-11-21 23:12:45 UTC R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.500 s -0.455
2022-11-21 23:29:38 UTC R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.032 s -0.284
2022-11-21 23:05:33 UTC R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.324 s -1.070
2022-11-21 23:05:57 UTC R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.362 s -1.102
2022-11-21 23:36:16 UTC R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.611 s 0.027
2022-11-21 23:39:49 UTC R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.242 s -0.681
2022-11-21 23:05:10 UTC R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.387 s -0.242
2022-11-21 23:06:45 UTC R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.775 s -1.142
2022-11-21 23:21:22 UTC R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.353 s -0.490
2022-11-21 23:12:57 UTC R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.606 s -0.527
2022-11-21 23:19:50 UTC R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.308 s -0.364
2022-11-21 23:21:01 UTC R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.361 s -0.549
2022-11-21 23:40:00 UTC R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.359 s -0.901
2022-11-21 23:39:26 UTC R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.233 s -0.329
2022-11-21 23:41:24 UTC R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.401 s -1.003
2022-11-21 23:39:14 UTC R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.544 s -1.516
2022-11-21 23:39:37 UTC R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.318 s -0.987