Run - Conbench

Benchmarks
Date	Lang	Batch	Benchmark	Mean	Z-Score
2023-01-16 08:43	R	tpch	arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R	0.234 s	0.620
2023-01-16 08:45	R	tpch	arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R	0.782 s	0.752
2023-01-16 08:43	R	tpch	arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R	0.232 s	0.100
2023-01-16 08:59	R	tpch	arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R	0.272 s	0.427
2023-01-16 09:04	R	tpch	arrow, native, memory_map=False, TPCH-03, scale_factor=10, R	1.299 s	-0.427
2023-01-16 08:43	R	tpch	arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R	0.291 s	0.660
2023-01-16 08:45	R	tpch	arrow, native, memory_map=False, TPCH-01, scale_factor=1, R	0.336 s	0.733
2023-01-16 09:06	R	tpch	arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R	0.251 s	-0.648
2023-01-16 09:06	R	tpch	arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R	0.320 s	-0.257
2023-01-16 08:55	R	tpch	arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R	0.321 s	0.253
2023-01-16 08:44	R	tpch	arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R	0.352 s	0.725
2023-01-16 08:56	R	tpch	arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R	0.331 s	0.253
2023-01-16 08:59	R	tpch	arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R	0.376 s	-0.083
2023-01-16 09:05	R	tpch	arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R	7.315 s	0.672
2023-01-16 08:56	R	tpch	arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R	0.406 s	0.576
2023-01-16 08:57	R	tpch	arrow, native, memory_map=False, TPCH-02, scale_factor=10, R	0.932 s	-1.009
2023-01-16 08:58	R	tpch	arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R	0.264 s	0.342
2023-01-16 08:55	R	tpch	arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R	5.399 s	0.892
2023-01-16 08:57	R	tpch	arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R	0.535 s	0.234
2023-01-16 08:58	R	tpch	arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R	0.324 s	0.470
2023-01-16 08:54	R	tpch	arrow, native, memory_map=False, TPCH-01, scale_factor=10, R	1.393 s	0.019
2023-01-16 08:58	R	tpch	arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R	1.428 s	0.014
2023-01-16 09:05	R	tpch	arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R	0.238 s	-0.167
2023-01-16 08:56	R	tpch	arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R	0.396 s	0.200
2023-01-16 08:56	R	tpch	arrow, native, memory_map=False, TPCH-02, scale_factor=1, R	0.406 s	0.266
2023-01-16 09:00	R	tpch	arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R	0.786 s	-0.159
2023-01-16 08:59	R	tpch	arrow, native, memory_map=False, TPCH-03, scale_factor=1, R	0.371 s	0.271
2023-01-16 09:05	R	tpch	arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R	0.305 s	-0.396
2023-01-16 09:06	R	tpch	arrow, native, memory_map=False, TPCH-04, scale_factor=1, R	0.345 s	-0.377
2023-01-16 09:07	R	tpch	arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R	0.466 s	-0.439
2023-01-16 09:11	R	tpch	arrow, native, memory_map=False, TPCH-04, scale_factor=10, R	1.281 s	-0.653
2023-01-16 09:11	R	tpch	arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R	0.302 s	-0.096
2023-01-16 09:12	R	tpch	arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R	0.313 s	-0.308
2023-01-16 09:11	R	tpch	arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R	3.582 s	-0.221
2023-01-16 09:12	R	tpch	arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R	0.389 s	-0.316
2023-01-16 09:12	R	tpch	arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R	0.437 s	-0.183
2023-01-16 09:13	R	tpch	arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R	0.860 s	-0.406
2023-01-16 09:13	R	tpch	arrow, native, memory_map=False, TPCH-05, scale_factor=1, R	0.390 s	-0.225
2023-01-16 09:17	R	tpch	arrow, native, memory_map=False, TPCH-05, scale_factor=10, R	0.920 s	-0.839
2023-01-16 09:18	R	tpch	arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R	8.103 s	-1.238
2023-01-16 09:18	R	tpch	arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R	0.266 s	-0.081
2023-01-16 09:18	R	tpch	arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R	0.197 s	-0.354
2023-01-16 09:18	R	tpch	arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R	0.197 s	-0.346
2023-01-16 09:19	R	tpch	arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R	0.309 s	-0.151
2023-01-16 09:19	R	tpch	arrow, native, memory_map=False, TPCH-06, scale_factor=1, R	0.227 s	-0.412
2023-01-16 09:19	R	tpch	arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R	0.710 s	-0.267
2023-01-16 09:23	R	tpch	arrow, native, memory_map=False, TPCH-06, scale_factor=10, R	0.518 s	-0.979
2023-01-16 09:24	R	tpch	arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R	0.425 s	-0.645
2023-01-16 09:23	R	tpch	arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R	5.093 s	-1.299
2023-01-16 09:23	R	tpch	arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R	0.338 s	-0.277
2023-01-16 09:24	R	tpch	arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R	0.345 s	-0.357
2023-01-16 09:24	R	tpch	arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R	0.472 s	-0.792
2023-01-16 09:25	R	tpch	arrow, native, memory_map=False, TPCH-07, scale_factor=1, R	0.430 s	-0.753
2023-01-16 09:25	R	tpch	arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R	0.905 s	-1.068
2023-01-16 09:29	R	tpch	arrow, native, memory_map=False, TPCH-07, scale_factor=10, R	1.095 s	-0.730
2023-01-16 09:30	R	tpch	arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R	8.606 s	-0.713
2023-01-16 09:30	R	tpch	arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R	0.385 s	-0.364
2023-01-16 09:30	R	tpch	arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R	0.482 s	-0.422
2023-01-16 09:31	R	tpch	arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R	0.392 s	-0.195
2023-01-16 09:31	R	tpch	arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R	0.539 s	-0.984
2023-01-16 09:31	R	tpch	arrow, native, memory_map=False, TPCH-08, scale_factor=1, R	0.436 s	-0.359
2023-01-16 09:32	R	tpch	arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R	0.936 s	-0.337
2023-01-16 09:36	R	tpch	arrow, native, memory_map=False, TPCH-08, scale_factor=10, R	0.822 s	-0.662
2023-01-16 09:37	R	tpch	arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R	10.076 s	-0.947
2023-01-16 09:37	R	tpch	arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R	0.317 s	0.120
2023-01-16 09:37	R	tpch	arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R	0.400 s	0.083
2023-01-16 09:37	R	tpch	arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R	0.351 s	-0.245
2023-01-16 09:38	R	tpch	arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R	0.467 s	-0.384
2023-01-16 09:38	R	tpch	arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R	1.032 s	-0.792
2023-01-16 09:38	R	tpch	arrow, native, memory_map=False, TPCH-09, scale_factor=1, R	0.539 s	-0.752
2023-01-16 09:43	R	tpch	arrow, native, memory_map=False, TPCH-09, scale_factor=10, R	1.383 s	-0.730
2023-01-16 09:44	R	tpch	arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R	0.298 s	-0.043
2023-01-16 09:44	R	tpch	arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R	11.514 s	-0.824
2023-01-16 09:44	R	tpch	arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R	0.374 s	-0.173
2023-01-16 09:45	R	tpch	arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R	0.420 s	0.182
2023-01-16 09:45	R	tpch	arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R	0.308 s	-0.300
2023-01-16 09:45	R	tpch	arrow, native, memory_map=False, TPCH-10, scale_factor=1, R	0.392 s	-0.076
2023-01-16 09:46	R	tpch	arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R	0.865 s	-0.185
2023-01-16 09:50	R	tpch	arrow, native, memory_map=False, TPCH-10, scale_factor=10, R	1.164 s	-0.297
2023-01-16 09:51	R	tpch	arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R	0.251 s	0.078
2023-01-16 09:51	R	tpch	arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R	9.117 s	-0.934
2023-01-16 09:52	R	tpch	arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R	0.972 s	-0.134
2023-01-16 09:51	R	tpch	arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R	0.336 s	-0.434
2023-01-16 09:52	R	tpch	arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R	0.408 s	-0.113
2023-01-16 09:51	R	tpch	arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R	0.276 s	0.233
2023-01-16 09:52	R	tpch	arrow, native, memory_map=False, TPCH-11, scale_factor=1, R	0.401 s	-0.236
2023-01-16 09:53	R	tpch	arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R	10.796 s	-1.004
2023-01-16 09:53	R	tpch	arrow, native, memory_map=False, TPCH-11, scale_factor=10, R	1.112 s	-1.324
2023-01-16 09:54	R	tpch	arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R	0.380 s	-0.935
2023-01-16 09:54	R	tpch	arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R	0.248 s	-0.234
2023-01-16 09:54	R	tpch	arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R	0.504 s	-0.378
2023-01-16 10:02	R	tpch	arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R	0.404 s	-0.429
2023-01-16 10:03	R	tpch	arrow, native, memory_map=False, TPCH-13, scale_factor=1, R	0.844 s	-2.208
2023-01-16 09:55	R	tpch	arrow, native, memory_map=False, TPCH-12, scale_factor=1, R	0.677 s	-1.696
2023-01-16 09:54	R	tpch	arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R	0.329 s	-0.089
2023-01-16 09:55	R	tpch	arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R	3.130 s	-1.907
2023-01-16 10:02	R	tpch	arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R	0.222 s	0.269
2023-01-16 10:02	R	tpch	arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R	0.565 s	-1.413
2023-01-16 10:05	R	tpch	arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R	0.260 s	-0.358
2023-01-16 10:05	R	tpch	arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R	15.716 s	-1.914
2023-01-16 10:02	R	tpch	arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R	35.520 s	-1.980
2023-01-16 10:03	R	tpch	arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R	1.334 s	-1.292
2023-01-16 10:10	R	tpch	arrow, native, memory_map=False, TPCH-14, scale_factor=10, R	2.461 s	-2.153
2023-01-16 10:06	R	tpch	arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R	0.293 s	-0.519
2023-01-16 10:00	R	tpch	arrow, native, memory_map=False, TPCH-12, scale_factor=10, R	3.767 s	-2.070
2023-01-16 10:06	R	tpch	arrow, native, memory_map=False, TPCH-14, scale_factor=1, R	0.580 s	-1.344
2023-01-16 10:02	R	tpch	arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R	0.308 s	-0.583
2023-01-16 10:07	R	tpch	arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R	2.546 s	-0.675
2023-01-16 10:06	R	tpch	arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R	0.508 s	-0.783
2023-01-16 10:04	R	tpch	arrow, native, memory_map=False, TPCH-13, scale_factor=10, R	4.895 s	-2.052
2023-01-16 10:05	R	tpch	arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R	0.349 s	-0.502
2023-01-16 10:12	R	tpch	arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R	0.252 s	-0.461
2023-01-16 10:12	R	tpch	arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R	28.874 s	-1.915
2023-01-16 10:13	R	tpch	arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R	0.257 s	-0.802
2023-01-16 10:12	R	tpch	arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R	0.324 s	-0.260
2023-01-16 10:13	R	tpch	arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R	0.368 s	-0.123
2023-01-16 10:13	R	tpch	arrow, native, memory_map=False, TPCH-15, scale_factor=1, R	0.306 s	-0.817
2023-01-16 10:14	R	tpch	arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R	0.824 s	-0.441
2023-01-16 10:18	R	tpch	arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R	6.059 s	-0.484
2023-01-16 10:18	R	tpch	arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R	0.311 s	-0.141
2023-01-16 10:17	R	tpch	arrow, native, memory_map=False, TPCH-15, scale_factor=10, R	0.889 s	-1.818
2023-01-16 10:18	R	tpch	arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R	0.235 s	0.228
2023-01-16 10:18	R	tpch	arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R	0.384 s	-0.202
2023-01-16 10:18	R	tpch	arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R	0.268 s	-0.341
2023-01-16 10:19	R	tpch	arrow, native, memory_map=False, TPCH-16, scale_factor=1, R	0.394 s	-0.336
2023-01-16 10:19	R	tpch	arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R	0.891 s	-0.122
2023-01-16 10:20	R	tpch	arrow, native, memory_map=False, TPCH-16, scale_factor=10, R	1.152 s	-1.442
2023-01-16 10:21	R	tpch	arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R	0.345 s	-0.155
2023-01-16 10:20	R	tpch	arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R	11.593 s	-1.624
2023-01-16 10:21	R	tpch	arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R	0.261 s	-0.340
2023-01-16 10:21	R	tpch	arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R	0.269 s	-0.413
2023-01-16 10:21	R	tpch	arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R	0.500 s	-0.149
2023-01-16 10:22	R	tpch	arrow, native, memory_map=False, TPCH-17, scale_factor=1, R	0.322 s	-0.350
2023-01-16 10:22	R	tpch	arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R	2.728 s	-0.515
2023-01-16 10:26	R	tpch	arrow, native, memory_map=False, TPCH-17, scale_factor=10, R	0.921 s	-0.216
2023-01-16 10:27	R	tpch	arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R	31.481 s	-0.894
2023-01-16 10:28	R	tpch	arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R	0.312 s	-0.145
2023-01-16 10:28	R	tpch	arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R	0.258 s	-0.467
2023-01-16 10:28	R	tpch	arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R	0.352 s	-0.128
2023-01-16 10:28	R	tpch	arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R	0.236 s	-0.400
2023-01-16 10:29	R	tpch	arrow, native, memory_map=False, TPCH-18, scale_factor=1, R	0.537 s	-1.253
2023-01-16 10:29	R	tpch	arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R	0.791 s	-0.918
2023-01-16 10:36	R	tpch	arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R	3.134 s	-1.717
2023-01-16 10:34	R	tpch	arrow, native, memory_map=False, TPCH-18, scale_factor=10, R	4.741 s	-0.801
2023-01-16 10:34	R	tpch	arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R	13.318 s	-1.927
2023-01-16 10:42	R	tpch	arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R	0.304 s	-0.130
2023-01-16 10:35	R	tpch	arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R	0.405 s	-0.259
2023-01-16 10:35	R	tpch	arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R	0.630 s	-1.238
2023-01-16 10:43	R	tpch	arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R	0.307 s	-0.151
2023-01-16 10:35	R	tpch	arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R	0.322 s	-1.102
2023-01-16 10:35	R	tpch	arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R	0.520 s	-1.556
2023-01-16 10:40	R	tpch	arrow, native, memory_map=False, TPCH-19, scale_factor=10, R	9.122 s	-1.647
2023-01-16 10:42	R	tpch	arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R	31.214 s	-2.304
2023-01-16 10:43	R	tpch	arrow, native, memory_map=False, TPCH-20, scale_factor=1, R	0.357 s	-0.276
2023-01-16 10:51	R	tpch	arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R	0.870 s	-1.483
2023-01-16 10:43	R	tpch	arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R	0.536 s	-0.388
2023-01-16 10:44	R	tpch	arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R	3.355 s	-0.086
2023-01-16 10:51	R	tpch	arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R	0.982 s	-0.607
2023-01-16 10:52	R	tpch	arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R	5.126 s	-1.655
2023-01-16 10:52	R	tpch	arrow, native, memory_map=False, TPCH-21, scale_factor=1, R	3.848 s	-1.792
2023-01-16 10:50	R	tpch	arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R	0.462 s	-1.100
2023-01-16 10:50	R	tpch	arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R	0.554 s	-0.966
2023-01-16 10:36	R	tpch	arrow, native, memory_map=False, TPCH-19, scale_factor=1, R	1.237 s	-1.843
2023-01-16 10:50	R	tpch	arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R	36.674 s	-0.453
2023-01-16 10:42	R	tpch	arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R	0.400 s	0.080
2023-01-16 11:03	R	tpch	arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R	0.244 s	-0.339
2023-01-16 10:48	R	tpch	arrow, native, memory_map=False, TPCH-20, scale_factor=10, R	0.921 s	-0.654
2023-01-16 11:02	R	tpch	arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R	0.313 s	-0.257
2023-01-16 10:59	R	tpch	arrow, native, memory_map=False, TPCH-21, scale_factor=10, R	41.671 s	-1.283
2023-01-16 11:02	R	tpch	arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R	0.238 s	-0.349
2023-01-16 11:03	R	tpch	arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R	0.749 s	-0.587
2023-01-16 11:02	R	tpch	arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R	56.449 s	-1.832
2023-01-16 11:05	R	tpch	arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R	11.146 s	-1.465
2023-01-16 11:04	R	tpch	arrow, native, memory_map=False, TPCH-22, scale_factor=10, R	0.407 s	-0.867
2023-01-16 11:03	R	tpch	arrow, native, memory_map=False, TPCH-22, scale_factor=1, R	0.271 s	0.020
2023-01-16 11:03	R	tpch	arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R	0.354 s	-0.349