Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-16 06:34:18 UTC R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.408 s -0.671
2022-11-16 06:37:41 UTC R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.903 s 0.439
2022-11-16 06:23:45 UTC R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.349 s 0.469
2022-11-16 06:25:00 UTC R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.331 s 0.523
2022-11-16 06:25:18 UTC R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.793 s 0.276
2022-11-16 06:39:32 UTC R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.366 s 0.492
2022-11-16 06:38:23 UTC R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.263 s 0.153
2022-11-16 06:35:46 UTC R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.323 s -0.060
2022-11-16 06:38:47 UTC R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.268 s 0.434
2022-11-16 06:23:07 UTC R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.292 s 0.158
2022-11-16 06:22:55 UTC R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.221 s 0.343
2022-11-16 06:23:33 UTC R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.231 s 0.232
2022-11-16 06:35:35 UTC R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.494 s 0.497
2022-11-16 06:36:35 UTC R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.409 s -0.347
2022-11-16 06:36:10 UTC R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.329 s 0.422
2022-11-16 06:38:11 UTC R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.416 s 0.153
2022-11-16 06:35:58 UTC R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.397 s -0.081
2022-11-16 06:36:22 UTC R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.408 s 0.194
2022-11-16 06:36:49 UTC R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.540 s -0.366
2022-11-16 06:38:34 UTC R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.320 s 0.312
2022-11-16 06:38:58 UTC R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.369 s -0.051
2022-11-16 06:39:46 UTC R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.771 s 0.199
2022-11-16 06:45:06 UTC R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.342 s 0.643
2022-11-16 06:44:14 UTC R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.277 s 0.878
2022-11-16 06:45:17 UTC R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.235 s -0.434
2022-11-16 06:45:51 UTC R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.311 s -0.011
2022-11-16 06:45:28 UTC R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.295 s -0.049
2022-11-16 06:45:40 UTC R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.240 s 0.183
2022-11-16 06:46:23 UTC R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.336 s 0.102
2022-11-16 06:46:35 UTC R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.449 s 0.036
2022-11-16 06:51:49 UTC R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.309 s -0.044
2022-11-16 07:09:37 UTC R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.612 s 0.060
2022-11-16 06:57:08 UTC R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.893 s 0.572
2022-11-16 06:58:17 UTC R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.194 s -0.191
2022-11-16 06:51:24 UTC R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.312 s -1.407
2022-11-16 06:51:36 UTC R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.389 s -0.581
2022-11-16 07:03:27 UTC R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.410 s 0.002
2022-11-16 07:04:38 UTC R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.879 s -0.258
2022-11-16 07:10:12 UTC R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.382 s 0.154
2022-11-16 07:17:42 UTC R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.524 s 0.201
2022-11-16 06:52:47 UTC R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.852 s -0.177
2022-11-16 06:57:43 UTC R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.113 s -0.304
2022-11-16 06:50:50 UTC R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.242 s 0.663
2022-11-16 07:08:59 UTC R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.061 s 0.620
2022-11-16 06:51:12 UTC R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.651 s -4.871
2022-11-16 06:52:34 UTC R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.385 s -0.232
2022-11-16 06:57:54 UTC R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.191 s 0.249
2022-11-16 06:52:00 UTC R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.442 s -0.965
2022-11-16 06:58:56 UTC R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.220 s 0.155
2022-11-16 07:03:05 UTC R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.030 s 0.028
2022-11-16 06:58:28 UTC R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.305 s -0.147
2022-11-16 07:03:40 UTC R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.335 s 0.266
2022-11-16 07:10:00 UTC R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.468 s -0.173
2022-11-16 06:58:05 UTC R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.262 s 0.013
2022-11-16 06:59:08 UTC R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.703 s -0.103
2022-11-16 07:16:31 UTC R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.314 s 0.243
2022-11-16 07:10:58 UTC R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.423 s 0.368
2022-11-16 07:16:42 UTC R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.396 s 0.066
2022-11-16 07:04:25 UTC R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.415 s 0.265
2022-11-16 07:09:48 UTC R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.373 s 0.359
2022-11-16 07:10:24 UTC R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.515 s -0.156
2022-11-16 07:11:11 UTC R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.923 s -0.059
2022-11-16 07:02:39 UTC R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.495 s 0.432
2022-11-16 07:17:06 UTC R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.458 s -0.030
2022-11-16 07:03:16 UTC R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.329 s 0.232
2022-11-16 07:16:54 UTC R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.345 s 0.221
2022-11-16 07:03:51 UTC R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.464 s -0.488
2022-11-16 07:22:47 UTC R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.389 s -1.796
2022-11-16 07:16:20 UTC R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.063 s 0.058
2022-11-16 07:23:35 UTC R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.509 s -0.660
2022-11-16 07:23:58 UTC R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.377 s -0.777
2022-11-16 07:15:38 UTC R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.809 s -0.702
2022-11-16 07:24:55 UTC R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.391 s 0.037
2022-11-16 07:30:19 UTC R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.247 s 0.049
2022-11-16 07:17:56 UTC R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.012 s -0.352
2022-11-16 07:31:59 UTC R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.102 s -1.012
2022-11-16 07:31:19 UTC R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.996 s -0.788
2022-11-16 07:23:46 UTC R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.301 s -0.583
2022-11-16 07:33:17 UTC R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.364 s 0.351
2022-11-16 07:24:10 UTC R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.305 s -0.180
2022-11-16 07:31:05 UTC R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.404 s -0.843
2022-11-16 07:24:22 UTC R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.418 s -0.018
2022-11-16 07:30:30 UTC R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.331 s -0.408
2022-11-16 07:25:08 UTC R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.859 s -0.205
2022-11-16 07:30:53 UTC R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.410 s -0.476
2022-11-16 07:32:42 UTC R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.703 s -0.463
2022-11-16 07:30:08 UTC R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.104 s 0.691
2022-11-16 07:34:22 UTC R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.084 s -0.181
2022-11-16 07:33:05 UTC R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.329 s -0.421
2022-11-16 07:29:29 UTC R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.157 s 0.878
2022-11-16 07:30:41 UTC R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.277 s -0.366
2022-11-16 07:32:54 UTC R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.240 s 0.190
2022-11-16 07:34:02 UTC R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.649 s -0.212
2022-11-16 07:33:28 UTC R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.496 s -0.162
2022-11-16 07:41:18 UTC R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.391 s 0.707
2022-11-16 07:52:20 UTC R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.298 s -0.729
2022-11-16 07:41:07 UTC R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.294 s -0.033
2022-11-16 07:44:09 UTC R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.454 s -0.463
2022-11-16 07:45:43 UTC R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.531 s -0.612
2022-11-16 07:44:43 UTC R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.283 s -0.407
2022-11-16 07:38:45 UTC R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.562 s 0.461
2022-11-16 07:41:30 UTC R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.534 s -0.061
2022-11-16 07:44:55 UTC R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.477 s 0.017
2022-11-16 07:44:31 UTC R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.333 s -0.177
2022-11-16 07:41:59 UTC R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.271 s -0.379
2022-11-16 07:44:20 UTC R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.243 s 0.392
2022-11-16 08:00:52 UTC R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.742 s -1.666
2022-11-16 07:41:45 UTC R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.803 s -0.389
2022-11-16 07:43:10 UTC R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.675 s -0.534
2022-11-16 07:57:45 UTC R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.874 s -0.063
2022-11-16 07:40:56 UTC R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.215 s 0.408
2022-11-16 07:40:44 UTC R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.263 s -0.892
2022-11-16 07:51:28 UTC R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.325 s -0.953
2022-11-16 07:56:57 UTC R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.308 s -0.158
2022-11-16 07:59:18 UTC R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.524 s -0.734
2022-11-16 08:06:53 UTC R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.254 s 0.033
2022-11-16 07:45:24 UTC R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.554 s -0.497
2022-11-16 07:56:05 UTC R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.813 s 0.998
2022-11-16 07:57:08 UTC R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.264 s -0.025
2022-11-16 08:04:32 UTC R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.916 s -0.103
2022-11-16 07:58:32 UTC R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.135 s -0.637
2022-11-16 07:59:29 UTC R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.256 s -0.014
2022-11-16 08:13:26 UTC R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.309 s -0.319
2022-11-16 07:51:05 UTC R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.636 s -1.042
2022-11-16 07:51:51 UTC R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.365 s -0.461
2022-11-16 07:56:46 UTC R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s 0.013
2022-11-16 07:57:32 UTC R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.396 s -0.232
2022-11-16 08:06:19 UTC R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.276 s 0.277
2022-11-16 08:07:51 UTC R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.758 s -0.505
2022-11-16 07:57:19 UTC R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.381 s -0.297
2022-11-16 08:06:30 UTC R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.231 s 0.285
2022-11-16 07:52:33 UTC R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.827 s -0.729
2022-11-16 08:13:50 UTC R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.497 s -0.301
2022-11-16 08:07:39 UTC R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.515 s -0.569
2022-11-16 07:49:26 UTC R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.325 s -0.568
2022-11-16 07:51:17 UTC R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.248 s -0.901
2022-11-16 07:51:40 UTC R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.250 s -0.744
2022-11-16 07:56:34 UTC R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.030 s 0.337
2022-11-16 08:00:04 UTC R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.481 s 0.124
2022-11-16 08:00:33 UTC R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.318 s -0.196
2022-11-16 07:59:40 UTC R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.347 s -0.741
2022-11-16 08:22:25 UTC R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.338 s 0.177
2022-11-16 07:59:52 UTC R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.263 s -0.005
2022-11-16 08:14:34 UTC R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.178 s -0.712
2022-11-16 08:06:41 UTC R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.310 s -0.115
2022-11-16 08:14:54 UTC R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.053 s -0.599
2022-11-16 08:21:19 UTC R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.314 s -0.644
2022-11-16 08:14:02 UTC R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.607 s -0.802
2022-11-16 08:22:04 UTC R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.360 s -0.389
2022-11-16 08:20:43 UTC R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.760 s -0.915
2022-11-16 08:12:23 UTC R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.471 s -0.795
2022-11-16 08:07:05 UTC R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.354 s -0.637
2022-11-16 08:18:58 UTC R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.622 s -0.317
2022-11-16 08:13:15 UTC R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.162 s -0.386
2022-11-16 08:20:55 UTC R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.307 s -0.240
2022-11-16 08:13:37 UTC R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.394 s -0.260
2022-11-16 08:21:07 UTC R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.413 s -0.934
2022-11-16 08:21:31 UTC R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.541 s -0.695
2022-11-16 08:26:33 UTC R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.903 s 0.366
2022-11-16 08:28:47 UTC R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.428 s 0.543
2022-11-16 08:28:35 UTC R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.570 s -0.376
2022-11-16 08:29:13 UTC R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.823 s -0.131
2022-11-16 08:28:59 UTC R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.531 s -0.387
2022-11-16 08:30:11 UTC R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.611 s -0.727
2022-11-16 08:29:26 UTC R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.951 s -0.138
2022-11-16 08:30:37 UTC R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.023 s -0.314
2022-11-16 08:37:14 UTC R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.493 s 0.313
2022-11-16 08:40:31 UTC R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.307 s -0.188
2022-11-16 08:43:00 UTC R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.086 s -0.160
2022-11-16 08:41:06 UTC R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.270 s -0.637
2022-11-16 08:40:09 UTC R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.660 s 0.394
2022-11-16 08:40:53 UTC R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.346 s -0.145
2022-11-16 08:41:19 UTC R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.722 s -0.307
2022-11-16 08:42:16 UTC R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.396 s -0.603
2022-11-16 08:40:42 UTC R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.236 s 0.012
2022-11-16 08:40:21 UTC R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.232 s -0.089