Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-07 23:24 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.329 s 1.382
2022-11-07 23:22 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.288 s 0.861
2022-11-07 23:24 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.791 s 0.570
2022-11-07 23:22 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.218 s 1.273
2022-11-07 23:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.228 s 1.193
2022-11-07 23:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.348 s 0.909
2022-11-07 23:33 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.384 s 0.677
2022-11-07 23:35 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.422 s 0.992
2022-11-07 23:35 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.319 s 1.002
2022-11-07 23:35 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.397 s 0.723
2022-11-07 23:35 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.330 s 0.911
2022-11-07 23:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.411 s 0.785
2022-11-07 23:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.405 s 0.890
2022-11-07 23:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.539 s 0.603
2022-11-07 23:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.910 s 0.837
2022-11-07 23:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.405 s 0.883
2022-11-07 23:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.261 s 1.016
2022-11-07 23:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.322 s 0.862
2022-11-07 23:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.270 s 0.956
2022-11-07 23:39 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.770 s 0.680
2022-11-07 23:39 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.370 s 0.871
2022-11-07 23:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.365 s 0.903
2022-11-07 23:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.300 s 0.445
2022-11-07 23:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.235 s 0.663
2022-11-07 23:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.300 s 0.353
2022-11-07 23:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.243 s 0.670
2022-11-07 23:44 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.339 s 0.819
2022-11-07 23:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.315 s 0.391
2022-11-07 23:46 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.338 s 0.748
2022-11-07 23:46 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.453 s 0.431
2022-11-07 23:50 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.274 s -0.153
2022-11-07 23:51 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.311 s 0.794
2022-11-07 23:50 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.637 s -3.740
2022-11-07 23:51 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.299 s 0.896
2022-11-07 23:58 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.221 s 0.766
2022-11-07 23:52 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.381 s 0.897
2022-11-07 23:51 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.384 s 0.667
2022-11-07 23:51 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.432 s 0.664
2022-11-07 23:52 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.850 s 0.475
2022-11-08 00:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.038 s -0.800
2022-11-08 00:09 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.627 s -0.573
2022-11-08 00:10 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.425 s 0.880
2022-11-07 23:57 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.195 s 0.573
2022-11-08 00:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.341 s 0.695
2022-11-08 00:23 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.302 s 0.904
2022-11-07 23:56 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.900 s 0.810
2022-11-07 23:58 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.310 s 0.014
2022-11-08 00:09 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.373 s 0.907
2022-11-08 00:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.485 s 1.871
2022-11-08 00:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.458 s 0.599
2022-11-07 23:57 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.192 s 0.842
2022-11-07 23:58 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.718 s -0.584
2022-11-07 23:57 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.268 s 0.122
2022-11-08 00:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.330 s 0.861
2022-11-08 00:09 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.385 s 0.832
2022-11-08 00:15 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.798 s 0.891
2022-11-07 23:57 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.102 s -0.507
2022-11-08 00:09 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.471 s 0.652
2022-11-08 00:08 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.082 s 0.531
2022-11-08 00:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.416 s 0.498
2022-11-08 00:10 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.919 s 0.674
2022-11-08 00:16 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.318 s 0.784
2022-11-08 00:24 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.389 s 0.952
2022-11-08 00:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.876 s 0.434
2022-11-08 00:10 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.523 s 0.515
2022-11-08 00:15 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.052 s -0.129
2022-11-08 00:17 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.526 s 0.867
2022-11-08 00:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.424 s 0.617
2022-11-08 00:16 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.461 s 0.642
2022-11-08 00:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.402 s 0.519
2022-11-08 00:16 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.402 s 0.596
2022-11-08 00:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.329 s 0.405
2022-11-08 00:32 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.683 s 0.262
2022-11-08 00:32 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.496 s 0.240
2022-11-08 00:41 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.806 s 0.363
2022-11-08 00:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.275 s 0.765
2022-11-08 00:33 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.649 s 0.462
2022-11-08 00:23 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.300 s 0.648
2022-11-08 00:29 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.252 s -1.242
2022-11-08 00:38 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.576 s 0.217
2022-11-08 00:40 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.219 s 0.764
2022-11-08 00:48 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.226 s 1.576
2022-11-08 00:17 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.006 s 0.548
2022-11-08 00:29 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.249 s 0.743
2022-11-08 00:32 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.244 s 0.526
2022-11-08 00:43 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.425 s 0.220
2022-11-08 00:44 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.492 s -0.380
2022-11-08 00:51 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.292 s 0.873
2022-11-08 00:56 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s 0.769
2022-11-08 01:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.317 s 0.186
2022-11-08 01:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.747 s 0.520
2022-11-08 00:22 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.351 s 0.874
2022-11-08 00:32 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.328 s 0.103
2022-11-08 00:58 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.342 s 0.488
2022-11-08 00:59 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.488 s 0.306
2022-11-08 00:16 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.349 s 0.757
2022-11-08 00:29 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.171 s 0.702
2022-11-08 00:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.401 s 0.484
2022-11-08 00:57 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.126 s 0.210
2022-11-08 00:23 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.456 s -0.083
2022-11-08 00:23 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.374 s 0.387
2022-11-08 00:24 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.852 s 0.486
2022-11-08 00:31 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.079 s 0.694
2022-11-08 00:55 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.834 s 0.517
2022-11-08 00:56 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.398 s 0.699
2022-11-08 00:58 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.259 s 0.643
2022-11-08 00:32 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.368 s 0.551
2022-11-08 00:40 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.550 s -0.398
2022-11-08 01:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.356 s 0.076
2022-11-08 01:40 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.719 s -0.042
2022-11-08 00:23 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.418 s 0.697
2022-11-08 00:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.921 s 0.428
2022-11-08 00:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.075 s 0.359
2022-11-08 00:55 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.003 s -0.009
2022-11-08 00:58 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.493 s 0.446
2022-11-08 01:19 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.607 s 0.252
2022-11-08 01:20 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.528 s 0.352
2022-11-08 00:43 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.336 s 0.143
2022-11-08 00:45 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.536 s -0.556
2022-11-08 00:59 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.265 s 0.703
2022-11-08 01:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.390 s 0.968
2022-11-08 01:13 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.496 s -0.094
2022-11-08 00:42 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.638 s 0.414
2022-11-08 00:50 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.242 s 0.876
2022-11-08 01:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.377 s -0.885
2022-11-08 00:50 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.582 s -0.352
2022-11-08 00:50 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.317 s 0.420
2022-11-08 00:40 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.297 s 0.379
2022-11-08 00:51 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.245 s 0.805
2022-11-08 01:12 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.309 s -0.339
2022-11-08 01:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.829 s 0.633
2022-11-08 00:44 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.283 s 0.535
2022-11-08 00:51 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.798 s 0.349
2022-11-08 01:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.500 s 1.188
2022-11-08 01:14 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.027 s 0.165
2022-11-08 00:40 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.394 s 0.940
2022-11-08 00:56 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.381 s 0.250
2022-11-08 01:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.233 s 0.823
2022-11-08 00:41 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.273 s -0.172
2022-11-08 01:13 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.150 s 0.192
2022-11-08 01:21 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.357 s 0.812
2022-11-08 00:40 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.195 s -0.582
2022-11-08 00:59 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.317 s 0.799
2022-11-08 00:51 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.367 s 0.112
2022-11-08 00:57 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.868 s 0.336
2022-11-08 01:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.255 s 0.793
2022-11-08 01:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.399 s -0.590
2022-11-08 01:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.528 s 0.721
2022-11-08 01:40 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.268 s 0.610
2022-11-08 00:43 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.247 s 0.699
2022-11-08 00:44 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.550 s 0.557
2022-11-08 00:56 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.309 s 0.284
2022-11-08 00:56 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.265 s 0.737
2022-11-08 01:20 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.306 s 0.767
2022-11-08 01:20 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.311 s 0.664
2022-11-08 01:39 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.310 s 0.127
2022-11-08 01:42 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.071 s 0.435
2022-11-08 01:00 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.735 s -0.812
2022-11-08 01:27 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.446 s 0.548
2022-11-08 01:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.914 s 0.806
2022-11-08 01:20 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.405 s 0.310
2022-11-08 01:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.934 s 0.938
2022-11-08 01:13 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.591 s -0.162
2022-11-08 01:18 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.571 s 0.134
2022-11-08 01:21 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.349 s 0.045
2022-11-08 01:12 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.152 s 0.333
2022-11-08 01:39 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.233 s 0.664
2022-11-08 01:39 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.238 s 0.680
2022-11-08 01:29 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.563 s 0.305
2022-11-08 01:39 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.080 s -0.318
2022-11-08 01:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.910 s 0.692
2022-11-08 01:29 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.010 s 0.409
2022-11-08 01:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.435 s 0.872
2022-11-08 01:36 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.400 s 0.684
2022-11-08 01:41 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.397 s 0.325
2022-11-08 01:39 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.346 s 0.286