Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-08 14:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.316 s 0.095
2022-11-08 14:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.660
2022-11-08 14:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.366 s 0.779
2022-11-08 14:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.535 s 0.063
2022-11-08 14:54 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.229 s 0.473
2022-11-08 14:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.472 s 0.356
2022-11-08 14:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.067 s 0.472
2022-11-08 14:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s 0.494
2022-11-08 15:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.199 s 0.713
2022-11-08 15:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 0.719
2022-11-08 15:08 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.142 s 0.765
2022-11-08 14:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.509 s 0.550
2022-11-08 15:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.262 s 0.679
2022-11-08 15:26 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.314 s 0.350
2022-11-08 15:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.466 s 0.771
2022-11-08 15:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.674
2022-11-08 15:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.187 s -2.411
2022-11-08 15:00 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s 0.256
2022-11-08 15:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.194 s 0.659
2022-11-08 15:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.319 s 0.631
2022-11-08 15:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s 0.432
2022-11-08 15:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s 0.459
2022-11-08 15:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.851 s 0.376
2022-11-08 15:19 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.598
2022-11-08 15:21 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s -0.668
2022-11-08 14:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.151 s 0.234
2022-11-08 14:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.712
2022-11-08 15:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.146 s 0.391
2022-11-08 15:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.571 s 0.263
2022-11-08 15:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.182 s 0.780
2022-11-08 15:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.217 s 0.773
2022-11-08 15:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.629 s 0.517
2022-11-08 14:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.138 s 0.242
2022-11-08 14:54 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.526
2022-11-08 14:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.834 s 0.676
2022-11-08 14:58 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 0.707
2022-11-08 15:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.272 s 0.696
2022-11-08 15:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s 0.441
2022-11-08 15:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.457 s 0.300
2022-11-08 15:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.471 s 0.219
2022-11-08 15:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.962 s -0.674
2022-11-08 14:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.909 s -0.600
2022-11-08 14:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.134 s 0.800
2022-11-08 14:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.141 s 0.824
2022-11-08 14:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.207 s 1.343
2022-11-08 15:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.225 s 0.727
2022-11-08 15:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.463 s 0.506
2022-11-08 15:11 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s 0.454
2022-11-08 15:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.665
2022-11-08 14:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.344
2022-11-08 14:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.241 s 0.451
2022-11-08 14:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.266 s 0.765
2022-11-08 15:03 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.273 s 0.509
2022-11-08 15:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.263 s 0.568
2022-11-08 15:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.970 s -0.484
2022-11-08 15:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.664 s 0.098
2022-11-08 15:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.863 s 0.795
2022-11-08 15:16 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 0.613
2022-11-08 15:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.278 s 0.367
2022-11-08 15:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s 0.493
2022-11-08 15:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.262 s 0.547
2022-11-08 15:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s 0.344
2022-11-08 15:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.378 s -0.182
2022-11-08 14:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.272 s 0.638
2022-11-08 15:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.812 s 0.743
2022-11-08 15:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s 0.380
2022-11-08 15:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.463 s 0.676
2022-11-08 15:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.144 s 0.708
2022-11-08 15:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.166 s 0.791
2022-11-08 15:16 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.165 s 0.583
2022-11-08 15:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.449 s 0.329
2022-11-08 15:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.776 s 0.177
2022-11-08 15:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.635
2022-11-08 14:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.322 s 0.370
2022-11-08 14:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.172 s 0.039
2022-11-08 14:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s 0.540
2022-11-08 15:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.271 s 0.635
2022-11-08 15:13 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s 0.206
2022-11-08 15:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.607 s -2.832
2022-11-08 15:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.194 s 0.261
2022-11-08 15:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.240 s 0.860
2022-11-08 14:55 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s 0.584
2022-11-08 15:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s 0.362
2022-11-08 15:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.225 s 0.622
2022-11-08 15:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.197 s 0.546
2022-11-08 15:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.346 s 1.028
2022-11-08 15:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.531
2022-11-08 15:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.466
2022-11-08 15:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.145 s 0.659
2022-11-08 15:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.326 s 0.761
2022-11-08 15:21 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.183 s -0.742
2022-11-08 15:27 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.131 s 0.716
2022-11-08 15:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.379 s 0.641
2022-11-08 14:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.190 s 0.468
2022-11-08 14:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.160 s 0.765
2022-11-08 15:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s 0.521
2022-11-08 15:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.167 s -1.451
2022-11-08 15:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.126 s 1.057
2022-11-08 15:24 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.299 s 0.195
2022-11-08 15:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.532 s 0.304
2022-11-08 15:08 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.180 s 0.631
2022-11-08 15:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.279 s -2.177
2022-11-08 15:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.965 s 0.572
2022-11-08 15:19 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s 0.374
2022-11-08 15:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.136 s -0.167
2022-11-08 14:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.088 s -1.286
2022-11-08 15:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.235 s 0.406
2022-11-08 15:03 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.304 s 0.366
2022-11-08 15:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.565
2022-11-08 15:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s 0.484
2022-11-08 15:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.330 s -1.452
2022-11-08 15:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.140 s 1.302
2022-11-08 15:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.158 s 0.544
2022-11-08 15:24 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.106 s -0.417
2022-11-08 14:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s 0.535
2022-11-08 14:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.614
2022-11-08 14:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.243 s 0.834
2022-11-08 14:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.235 s 0.716
2022-11-08 15:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.133 s 1.013
2022-11-08 15:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.000 s 0.902
2022-11-08 15:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.029 s 0.219
2022-11-08 15:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.204 s 0.506
2022-11-08 15:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.152 s 0.617
2022-11-08 15:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.987 s 0.990
2022-11-08 15:24 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s 0.363
2022-11-08 14:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.216 s 0.463
2022-11-08 15:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.263 s 0.289
2022-11-08 15:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.350 s -0.597
2022-11-08 15:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.573
2022-11-08 15:21 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.227 s -1.094
2022-11-08 15:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.574 s 0.097
2022-11-08 14:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.417
2022-11-08 14:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.539 s 0.279
2022-11-08 14:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.219 s 0.523
2022-11-08 15:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.521 s -1.437
2022-11-08 15:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.608 s 0.489
2022-11-08 15:09 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.179 s 0.408
2022-11-08 15:13 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.257 s 0.017
2022-11-08 15:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.855 s 0.720
2022-11-08 15:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.089 s 0.494
2022-11-08 15:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.206 s 0.785
2022-11-08 15:26 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.576 s 0.183
2022-11-08 15:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.186 s -0.130
2022-11-08 15:00 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s 0.208
2022-11-08 15:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.532 s 0.397
2022-11-08 15:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.509 s 0.567
2022-11-08 15:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s 0.545
2022-11-08 15:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.528 s 0.141
2022-11-08 15:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.751 s -2.145
2022-11-08 15:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.772 s 0.793
2022-11-08 15:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.388 s 0.112
2022-11-08 15:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.127 s 0.076
2022-11-08 15:08 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.219 s 0.502
2022-11-08 15:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.278 s 0.754
2022-11-08 15:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s 0.493
2022-11-08 15:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.241 s 0.575
2022-11-08 15:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.199 s 0.596
2022-11-08 15:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.651 s 0.630
2022-11-08 15:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.294 s 0.688
2022-11-08 15:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.271 s 0.768
2022-11-08 15:08 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.593
2022-11-08 15:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.260 s 0.815
2022-11-08 15:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.157 s 1.107
2022-11-08 15:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.942 s 0.769
2022-11-08 15:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.126 s 0.809
2022-11-08 15:09 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 0.540
2022-11-08 15:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.590
2022-11-08 15:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.143 s 0.562
2022-11-08 15:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.593 s 0.445
2022-11-08 15:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.329 s -0.791
2022-11-08 15:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 0.678
2022-11-08 15:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.134 s 0.791
2022-11-08 15:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s 0.271
2022-11-08 15:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.664