Run - Conbench

Benchmarks
Date	Lang	Batch	Benchmark	Mean	Z-Score
2023-01-16 12:07	R	tpch	arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R	0.217 s	1.514
2023-01-16 12:07	R	tpch	arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R	0.222 s	1.801
2023-01-16 12:07	R	tpch	arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R	0.278 s	1.655
2023-01-16 12:08	R	tpch	arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R	0.331 s	2.052
2023-01-16 12:09	R	tpch	arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R	0.737 s	2.026
2023-01-16 12:09	R	tpch	arrow, native, memory_map=False, TPCH-01, scale_factor=1, R	0.327 s	1.585
2023-01-16 12:17	R	tpch	arrow, native, memory_map=False, TPCH-01, scale_factor=10, R	1.401 s	-0.344
2023-01-16 12:19	R	tpch	arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R	5.374 s	1.004
2023-01-16 12:19	R	tpch	arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R	0.374 s	1.869
2023-01-16 12:20	R	tpch	arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R	0.392 s	1.672
2023-01-16 12:20	R	tpch	arrow, native, memory_map=False, TPCH-02, scale_factor=1, R	0.394 s	1.523
2023-01-16 12:19	R	tpch	arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R	0.312 s	1.347
2023-01-16 12:20	R	tpch	arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R	0.509 s	1.848
2023-01-16 12:20	R	tpch	arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R	0.320 s	1.548
2023-01-16 12:21	R	tpch	arrow, native, memory_map=False, TPCH-02, scale_factor=10, R	0.914 s	-0.084
2023-01-16 12:22	R	tpch	arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R	0.308 s	1.648
2023-01-16 12:21	R	tpch	arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R	1.401 s	0.750
2023-01-16 12:22	R	tpch	arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R	0.265 s	1.398
2023-01-16 12:22	R	tpch	arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R	0.256 s	1.395
2023-01-16 12:22	R	tpch	arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R	0.346 s	1.983
2023-01-16 12:23	R	tpch	arrow, native, memory_map=False, TPCH-03, scale_factor=1, R	0.360 s	1.500
2023-01-16 12:23	R	tpch	arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R	0.736 s	1.683
2023-01-16 12:27	R	tpch	arrow, native, memory_map=False, TPCH-03, scale_factor=10, R	1.292 s	-0.135
2023-01-16 12:29	R	tpch	arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R	0.277 s	1.874
2023-01-16 12:28	R	tpch	arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R	0.227 s	1.381
2023-01-16 12:28	R	tpch	arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R	7.283 s	0.820
2023-01-16 12:29	R	tpch	arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R	0.238 s	1.182
2023-01-16 12:29	R	tpch	arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R	0.289 s	2.143
2023-01-16 12:30	R	tpch	arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R	0.428 s	1.696
2023-01-16 12:29	R	tpch	arrow, native, memory_map=False, TPCH-04, scale_factor=1, R	0.333 s	1.202
2023-01-16 12:34	R	tpch	arrow, native, memory_map=False, TPCH-04, scale_factor=10, R	1.273 s	-0.268
2023-01-16 12:34	R	tpch	arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R	3.549 s	0.426
2023-01-16 12:34	R	tpch	arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R	0.293 s	1.179
2023-01-16 12:35	R	tpch	arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R	0.367 s	1.401
2023-01-16 12:35	R	tpch	arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R	0.300 s	1.230
2023-01-16 12:35	R	tpch	arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R	0.410 s	1.521
2023-01-16 12:36	R	tpch	arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R	0.836 s	0.427
2023-01-16 12:35	R	tpch	arrow, native, memory_map=False, TPCH-05, scale_factor=1, R	0.380 s	0.778
2023-01-16 12:40	R	tpch	arrow, native, memory_map=False, TPCH-05, scale_factor=10, R	0.905 s	0.028
2023-01-16 12:41	R	tpch	arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R	8.053 s	-0.201
2023-01-16 12:41	R	tpch	arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R	0.242 s	2.140
2023-01-16 12:41	R	tpch	arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R	0.186 s	1.833
2023-01-16 12:41	R	tpch	arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R	0.185 s	1.914
2023-01-16 12:41	R	tpch	arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R	0.284 s	2.154
2023-01-16 12:42	R	tpch	arrow, native, memory_map=False, TPCH-06, scale_factor=1, R	0.219 s	1.180
2023-01-16 12:42	R	tpch	arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R	0.669 s	1.307
2023-01-16 12:45	R	tpch	arrow, native, memory_map=False, TPCH-06, scale_factor=10, R	0.513 s	-0.407
2023-01-16 12:46	R	tpch	arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R	0.391 s	1.843
2023-01-16 12:46	R	tpch	arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R	0.330 s	1.294
2023-01-16 12:47	R	tpch	arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R	0.434 s	1.883
2023-01-16 12:46	R	tpch	arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R	4.978 s	0.153
2023-01-16 12:46	R	tpch	arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R	0.322 s	1.642
2023-01-16 12:47	R	tpch	arrow, native, memory_map=False, TPCH-07, scale_factor=1, R	0.416 s	0.750
2023-01-16 12:47	R	tpch	arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R	0.833 s	1.676
2023-01-16 12:53	R	tpch	arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R	0.450 s	1.569
2023-01-16 12:52	R	tpch	arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R	8.579 s	-0.127
2023-01-16 12:52	R	tpch	arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R	0.374 s	0.634
2023-01-16 12:52	R	tpch	arrow, native, memory_map=False, TPCH-07, scale_factor=10, R	1.083 s	0.053
2023-01-16 12:53	R	tpch	arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R	0.496 s	1.385
2023-01-16 12:53	R	tpch	arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R	0.378 s	0.963
2023-01-16 12:54	R	tpch	arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R	0.901 s	0.992
2023-01-16 12:53	R	tpch	arrow, native, memory_map=False, TPCH-08, scale_factor=1, R	0.423 s	0.833
2023-01-16 12:58	R	tpch	arrow, native, memory_map=False, TPCH-08, scale_factor=10, R	0.805 s	0.368
2023-01-16 12:59	R	tpch	arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R	10.022 s	0.023
2023-01-16 12:59	R	tpch	arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R	0.305 s	1.557
2023-01-16 12:59	R	tpch	arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R	0.374 s	1.959
2023-01-16 12:59	R	tpch	arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R	0.334 s	1.622
2023-01-16 13:00	R	tpch	arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R	0.967 s	1.430
2023-01-16 12:59	R	tpch	arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R	0.436 s	1.764
2023-01-16 13:00	R	tpch	arrow, native, memory_map=False, TPCH-09, scale_factor=1, R	0.523 s	0.592
2023-01-16 13:05	R	tpch	arrow, native, memory_map=False, TPCH-09, scale_factor=10, R	1.364 s	-0.071
2023-01-16 13:06	R	tpch	arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R	11.456 s	0.040
2023-01-16 13:06	R	tpch	arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R	0.348 s	1.757
2023-01-16 13:06	R	tpch	arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R	0.285 s	1.558
2023-01-16 13:06	R	tpch	arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R	0.294 s	1.314
2023-01-16 13:07	R	tpch	arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R	0.817 s	1.469
2023-01-16 13:07	R	tpch	arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R	0.397 s	1.805
2023-01-16 13:07	R	tpch	arrow, native, memory_map=False, TPCH-10, scale_factor=1, R	0.380 s	1.275
2023-01-16 13:12	R	tpch	arrow, native, memory_map=False, TPCH-10, scale_factor=10, R	1.155 s	0.219
2023-01-16 13:12	R	tpch	arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R	0.241 s	1.537
2023-01-16 13:13	R	tpch	arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R	0.269 s	1.207
2023-01-16 13:12	R	tpch	arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R	9.074 s	-0.240
2023-01-16 13:13	R	tpch	arrow, native, memory_map=False, TPCH-11, scale_factor=1, R	0.395 s	0.404
2023-01-16 13:13	R	tpch	arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R	0.309 s	1.837
2023-01-16 13:13	R	tpch	arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R	0.383 s	1.557
2023-01-16 13:13	R	tpch	arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R	0.864 s	1.367
2023-01-16 13:14	R	tpch	arrow, native, memory_map=False, TPCH-11, scale_factor=10, R	1.082 s	-0.061
2023-01-16 13:15	R	tpch	arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R	10.752 s	-0.490
2023-01-16 13:15	R	tpch	arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R	0.378 s	-0.655
2023-01-16 13:15	R	tpch	arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R	0.306 s	1.803
2023-01-16 13:15	R	tpch	arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R	0.478 s	1.269
2023-01-16 13:15	R	tpch	arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R	0.244 s	0.434
2023-01-16 13:16	R	tpch	arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R	3.088 s	-0.212
2023-01-16 13:16	R	tpch	arrow, native, memory_map=False, TPCH-12, scale_factor=1, R	0.668 s	-0.843
2023-01-16 13:21	R	tpch	arrow, native, memory_map=False, TPCH-12, scale_factor=10, R	3.828 s	-2.706
2023-01-16 13:23	R	tpch	arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R	0.293 s	0.679
2023-01-16 13:23	R	tpch	arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R	35.522 s	-1.887
2023-01-16 13:23	R	tpch	arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R	0.219 s	0.774
2023-01-16 13:23	R	tpch	arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R	0.536 s	0.288
2023-01-16 13:24	R	tpch	arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R	1.278 s	0.080
2023-01-16 13:23	R	tpch	arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R	0.396 s	0.430
2023-01-16 13:24	R	tpch	arrow, native, memory_map=False, TPCH-13, scale_factor=1, R	0.829 s	-1.164
2023-01-16 13:25	R	tpch	arrow, native, memory_map=False, TPCH-13, scale_factor=10, R	4.840 s	-1.440
2023-01-16 13:26	R	tpch	arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R	0.328 s	1.251
2023-01-16 13:26	R	tpch	arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R	0.254 s	0.475
2023-01-16 13:27	R	tpch	arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R	0.469 s	1.034
2023-01-16 13:26	R	tpch	arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R	15.717 s	-1.836
2023-01-16 13:26	R	tpch	arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R	0.286 s	0.480
2023-01-16 13:27	R	tpch	arrow, native, memory_map=False, TPCH-14, scale_factor=1, R	0.562 s	0.003
2023-01-16 13:27	R	tpch	arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R	2.529 s	0.124
2023-01-16 13:33	R	tpch	arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R	0.307 s	1.211
2023-01-16 13:34	R	tpch	arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R	0.769 s	1.196
2023-01-16 13:33	R	tpch	arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R	28.852 s	-1.506
2023-01-16 13:34	R	tpch	arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R	0.355 s	1.009
2023-01-16 13:31	R	tpch	arrow, native, memory_map=False, TPCH-14, scale_factor=10, R	2.400 s	-0.924
2023-01-16 13:38	R	tpch	arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R	6.070 s	-0.574
2023-01-16 13:38	R	tpch	arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R	0.226 s	1.623
2023-01-16 13:39	R	tpch	arrow, native, memory_map=False, TPCH-16, scale_factor=1, R	0.387 s	0.674
2023-01-16 13:41	R	tpch	arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R	0.255 s	0.474
2023-01-16 13:42	R	tpch	arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R	0.452 s	1.782
2023-01-16 13:33	R	tpch	arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R	0.244 s	0.930
2023-01-16 13:38	R	tpch	arrow, native, memory_map=False, TPCH-15, scale_factor=10, R	0.884 s	-1.362
2023-01-16 13:39	R	tpch	arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R	0.365 s	1.255
2023-01-16 13:39	R	tpch	arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R	0.828 s	1.290
2023-01-16 13:34	R	tpch	arrow, native, memory_map=False, TPCH-15, scale_factor=1, R	0.292 s	1.522
2023-01-16 13:39	R	tpch	arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R	0.261 s	0.787
2023-01-16 13:41	R	tpch	arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R	0.327 s	1.259
2023-01-16 13:41	R	tpch	arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R	0.264 s	0.369
2023-01-16 13:33	R	tpch	arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R	0.247 s	0.821
2023-01-16 13:39	R	tpch	arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R	0.292 s	1.452
2023-01-16 13:40	R	tpch	arrow, native, memory_map=False, TPCH-16, scale_factor=10, R	1.106 s	0.067
2023-01-16 13:48	R	tpch	arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R	0.296 s	1.452
2023-01-16 13:48	R	tpch	arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R	0.337 s	0.691
2023-01-16 13:49	R	tpch	arrow, native, memory_map=False, TPCH-18, scale_factor=1, R	0.538 s	-1.249
2023-01-16 13:41	R	tpch	arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R	11.554 s	-0.933
2023-01-16 13:48	R	tpch	arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R	0.230 s	0.687
2023-01-16 13:46	R	tpch	arrow, native, memory_map=False, TPCH-17, scale_factor=10, R	0.932 s	-1.180
2023-01-16 13:48	R	tpch	arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R	31.537 s	-1.116
2023-01-16 13:42	R	tpch	arrow, native, memory_map=False, TPCH-17, scale_factor=1, R	0.318 s	0.300
2023-01-16 13:42	R	tpch	arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R	2.717 s	-0.160
2023-01-16 13:49	R	tpch	arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R	0.749 s	0.541
2023-01-16 13:48	R	tpch	arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R	0.250 s	0.957
2023-01-16 13:54	R	tpch	arrow, native, memory_map=False, TPCH-18, scale_factor=10, R	4.841 s	-1.994
2023-01-16 13:55	R	tpch	arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R	13.314 s	-1.758
2023-01-16 13:55	R	tpch	arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R	0.311 s	0.513
2023-01-16 13:55	R	tpch	arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R	0.384 s	1.202
2023-01-16 13:56	R	tpch	arrow, native, memory_map=False, TPCH-19, scale_factor=1, R	1.201 s	-0.745
2023-01-16 13:55	R	tpch	arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R	0.505 s	0.038
2023-01-16 13:56	R	tpch	arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R	3.066 s	-0.200
2023-01-16 13:55	R	tpch	arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R	0.585 s	0.834
2023-01-16 14:02	R	tpch	arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R	31.093 s	-1.602
2023-01-16 14:03	R	tpch	arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R	0.497 s	1.613
2023-01-16 14:03	R	tpch	arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R	0.297 s	1.311
2023-01-16 14:02	R	tpch	arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R	0.388 s	1.067
2023-01-16 14:04	R	tpch	arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R	3.341 s	0.404
2023-01-16 14:00	R	tpch	arrow, native, memory_map=False, TPCH-19, scale_factor=10, R	9.003 s	-1.034
2023-01-16 14:03	R	tpch	arrow, native, memory_map=False, TPCH-20, scale_factor=1, R	0.353 s	0.304
2023-01-16 14:02	R	tpch	arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R	0.301 s	0.338
2023-01-16 14:10	R	tpch	arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R	0.452 s	-0.201
2023-01-16 14:11	R	tpch	arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R	0.968 s	-0.072
2023-01-16 14:08	R	tpch	arrow, native, memory_map=False, TPCH-20, scale_factor=10, R	0.927 s	-1.383
2023-01-16 14:10	R	tpch	arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R	36.654 s	-0.334
2023-01-16 14:10	R	tpch	arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R	0.533 s	0.422
2023-01-16 14:10	R	tpch	arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R	0.839 s	-0.032
2023-01-16 14:19	R	tpch	arrow, native, memory_map=False, TPCH-21, scale_factor=10, R	41.978 s	-1.646
2023-01-16 14:12	R	tpch	arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R	5.042 s	-0.500
2023-01-16 14:11	R	tpch	arrow, native, memory_map=False, TPCH-21, scale_factor=1, R	3.818 s	-1.477
2023-01-16 14:22	R	tpch	arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R	55.949 s	-1.043
2023-01-16 14:22	R	tpch	arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R	0.232 s	0.548
2023-01-16 14:22	R	tpch	arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R	0.231 s	1.680
2023-01-16 14:22	R	tpch	arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R	0.294 s	1.390
2023-01-16 14:24	R	tpch	arrow, native, memory_map=False, TPCH-22, scale_factor=10, R	0.386 s	1.488
2023-01-16 14:22	R	tpch	arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R	0.323 s	2.032
2023-01-16 14:23	R	tpch	arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R	0.664 s	1.612
2023-01-16 14:22	R	tpch	arrow, native, memory_map=False, TPCH-22, scale_factor=1, R	0.257 s	2.142
2023-01-16 14:24	R	tpch	arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R	11.121 s	-0.774