Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-08 01:26 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.473 s 0.378
2022-11-08 01:26 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.693
2022-11-08 01:25 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.544 s 0.044
2022-11-08 01:30 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.100 s 0.108
2022-11-08 01:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.268 s 0.218
2022-11-08 01:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.266 s 0.525
2022-11-08 01:24 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.869 s 0.961
2022-11-08 01:25 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.191 s 0.550
2022-11-08 01:25 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s 0.629
2022-11-08 01:26 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.693
2022-11-08 01:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.237 s 0.412
2022-11-08 01:33 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.149 s 0.035
2022-11-08 01:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.969 s -0.450
2022-11-08 01:24 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.542 s -0.028
2022-11-08 01:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.320 s 0.563
2022-11-08 01:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.171 s 0.327
2022-11-08 01:31 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.394 s -0.546
2022-11-08 01:34 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.274 s 0.548
2022-11-08 01:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.609 s 0.506
2022-11-08 01:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.231 s 0.428
2022-11-08 01:26 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.191 s 0.406
2022-11-08 01:27 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.063 s -0.675
2022-11-08 01:38 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.318 s -1.231
2022-11-08 01:43 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.998 s 1.159
2022-11-08 01:28 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s 0.682
2022-11-08 01:29 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s 0.738
2022-11-08 01:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.674
2022-11-08 01:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s 0.717
2022-11-08 01:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.653
2022-11-08 01:45 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.172 s 0.067
2022-11-08 01:46 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.855 s 0.749
2022-11-08 01:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s 0.249
2022-11-08 01:50 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.329 s 0.542
2022-11-08 01:25 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.254 s 0.598
2022-11-08 01:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.632
2022-11-08 01:35 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.186 s 0.675
2022-11-08 01:46 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.204 s 0.893
2022-11-08 01:47 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.051 s -0.644
2022-11-08 01:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.162 s -0.209
2022-11-08 01:48 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s 0.556
2022-11-08 01:50 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.580 s -0.459
2022-11-08 01:51 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.184 s -0.864
2022-11-08 01:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.204 s 0.162
2022-11-08 01:28 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.268 s 0.592
2022-11-08 01:29 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.220 s 0.517
2022-11-08 01:32 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.519 s -1.523
2022-11-08 01:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.514 s 0.209
2022-11-08 01:42 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s 0.493
2022-11-08 01:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s 0.130
2022-11-08 01:27 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.370 s 0.612
2022-11-08 01:30 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.810 s 0.912
2022-11-08 01:31 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.605
2022-11-08 01:35 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.648 s 0.805
2022-11-08 01:38 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.138 s 0.832
2022-11-08 01:40 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.143 s 0.290
2022-11-08 01:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.315 s 1.096
2022-11-08 01:35 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.732
2022-11-08 01:44 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.349 s 0.720
2022-11-08 01:44 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.968 s 0.413
2022-11-08 01:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s 0.052
2022-11-08 01:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.214 s 1.021
2022-11-08 01:37 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.543
2022-11-08 01:42 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.628 s 0.749
2022-11-08 01:45 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.143 s 0.564
2022-11-08 01:58 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.169 s 0.294
2022-11-08 01:24 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.316 s 0.111
2022-11-08 01:29 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.178 s 0.702
2022-11-08 01:30 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 0.553
2022-11-08 01:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s 0.657
2022-11-08 01:34 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.225 s 0.688
2022-11-08 01:37 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.272 s 0.729
2022-11-08 01:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.263 s 0.463
2022-11-08 01:40 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.462 s 0.656
2022-11-08 01:42 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.220 s 0.595
2022-11-08 01:48 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.545
2022-11-08 01:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.240 s 0.563
2022-11-08 01:26 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.161 s 0.662
2022-11-08 01:29 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.250 s 0.520
2022-11-08 01:34 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.567 s 0.497
2022-11-08 01:37 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.213 s 0.365
2022-11-08 01:37 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.239 s 0.630
2022-11-08 01:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s 0.471
2022-11-08 01:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.168 s 0.026
2022-11-08 01:45 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s 0.532
2022-11-08 01:50 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s 0.611
2022-11-08 01:51 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.464 s 0.098
2022-11-08 01:56 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.261 s 0.655
2022-11-08 01:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.831 s 0.865
2022-11-08 01:37 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.176 s 0.596
2022-11-08 01:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.449 s 1.077
2022-11-08 01:43 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s 0.246
2022-11-08 01:50 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.136 s 0.519
2022-11-08 01:55 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.297 s 0.436
2022-11-08 01:56 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.312 s 0.488
2022-11-08 01:56 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.579 s 0.181
2022-11-08 01:31 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.167 s 0.140
2022-11-08 01:42 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.865 s 0.724
2022-11-08 01:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.449 s 0.442
2022-11-08 01:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.210 s 0.634
2022-11-08 01:50 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s 0.400
2022-11-08 01:50 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.197 s 0.237
2022-11-08 01:26 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.218 s 0.350
2022-11-08 01:27 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.163 s 0.511
2022-11-08 01:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.535 s 0.286
2022-11-08 01:35 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.335 s -0.111
2022-11-08 01:40 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.152 s 0.473
2022-11-08 01:42 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.284 s 0.225
2022-11-08 01:48 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s 0.500
2022-11-08 01:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.328 s -0.731
2022-11-08 01:54 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.700
2022-11-08 01:57 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.596 s 0.416
2022-11-08 01:32 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.464 s 0.573
2022-11-08 01:34 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.697
2022-11-08 01:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.134 s 0.486
2022-11-08 01:49 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.847 s 0.691
2022-11-08 01:26 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s 0.661
2022-11-08 01:27 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.137 s 0.610
2022-11-08 01:28 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.245 s 0.706
2022-11-08 01:31 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.117 s 0.064
2022-11-08 01:34 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.690
2022-11-08 01:40 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.200 s 0.188
2022-11-08 01:42 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.126 s 0.479
2022-11-08 01:45 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.147 s 0.543
2022-11-08 01:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.241 s 0.598
2022-11-08 01:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s 0.522
2022-11-08 01:54 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.225 s 0.507
2022-11-08 01:55 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.094 s 0.532
2022-11-08 01:28 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.173 s 0.456
2022-11-08 01:29 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.058 s 1.129
2022-11-08 01:31 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s 0.369
2022-11-08 01:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.636 s 0.156
2022-11-08 01:46 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.411
2022-11-08 01:50 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.526 s 0.381
2022-11-08 01:52 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.950 s 0.891
2022-11-08 01:58 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.152 s 0.866
2022-11-08 01:29 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.514 s 0.394
2022-11-08 01:34 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.303 s 0.508
2022-11-08 01:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.226 s 0.545
2022-11-08 01:38 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.533 s 0.280
2022-11-08 01:43 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.121 s 0.845
2022-11-08 01:45 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.500 s 0.183
2022-11-08 01:46 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.473 s 0.087
2022-11-08 01:56 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.470 s 0.693
2022-11-08 01:29 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.237 s 0.732
2022-11-08 01:33 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.949 s 0.576
2022-11-08 01:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.656
2022-11-08 01:43 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s 0.435
2022-11-08 01:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 0.595
2022-11-08 01:54 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.811 s -0.632
2022-11-08 01:56 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.162 s -0.923
2022-11-08 01:57 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.173 s 0.347
2022-11-08 01:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.183 s 0.413
2022-11-08 01:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.620
2022-11-08 01:58 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.716
2022-11-08 01:59 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.399 s -1.257
2022-11-08 01:40 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.182 s 0.080
2022-11-08 01:53 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.169 s 0.078
2022-11-08 01:55 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.771 s 0.910
2022-11-08 01:40 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.272 s 0.508
2022-11-08 01:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.413
2022-11-08 01:54 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.177 s 0.556
2022-11-08 01:58 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.658
2022-11-08 01:44 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.678
2022-11-08 01:44 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.256 s 0.243
2022-11-08 01:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.095 s 0.310
2022-11-08 01:55 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.233 s 0.602
2022-11-08 01:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.277 s 0.522
2022-11-08 01:52 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.253 s -0.767
2022-11-08 01:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.579 s -0.275
2022-11-08 01:51 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.999 s 0.677
2022-11-08 01:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s -0.736
2022-11-08 01:59 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.380 s 0.563
2022-11-08 01:58 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.188 s 0.359
2022-11-08 01:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.320 s 0.532