Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 00:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.323 s -0.093
2022-11-23 00:46 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.235 s -0.522
2022-11-23 00:37 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.409 s -0.738
2022-11-23 00:39 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.463 s -1.030
2022-11-23 00:45 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.317 s -1.142
2022-11-23 00:38 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.432 s -1.467
2022-11-23 00:32 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.246 s -1.491
2022-11-23 00:40 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.342 s -1.087
2022-11-23 00:47 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.339 s -0.246
2022-11-23 00:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.799 s -0.758
2022-11-23 00:38 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.345 s -1.842
2022-11-23 00:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.927 s -1.715
2022-11-23 00:47 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.453 s -0.110
2022-11-23 00:52 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.387 s -0.408
2022-11-23 00:54 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.854 s -0.093
2022-11-23 00:33 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.354 s -1.870
2022-11-23 00:37 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.880 s -1.363
2022-11-23 00:38 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.563 s -1.544
2022-11-23 00:46 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.244 s -0.392
2022-11-23 00:33 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.860 s -1.194
2022-11-23 00:38 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.418 s -1.581
2022-11-23 00:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.382 s -1.351
2022-11-23 00:53 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.436 s -0.415
2022-11-23 00:32 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.388 s -1.586
2022-11-23 00:32 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.321 s -1.492
2022-11-23 00:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.274 s -1.246
2022-11-23 00:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.278 s -0.863
2022-11-23 00:46 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.302 s -0.588
2022-11-23 00:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.413 s -1.034
2022-11-23 00:40 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.386 s -1.116
2022-11-23 00:46 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.802 s -0.972
2022-11-23 00:53 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.318 s -1.274
2022-11-23 00:53 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.389 s -0.651
2022-11-23 00:47 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.318 s -0.514
2022-11-23 00:52 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.292 s -2.118
2022-11-23 00:52 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.562 s -0.141
2022-11-23 00:52 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.307 s -1.061
2022-11-23 00:59 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.198 s -0.791
2022-11-23 00:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.141 s -0.697
2022-11-23 00:59 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.265 s -0.185
2022-11-23 00:58 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.924 s -2.084
2022-11-23 00:59 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.195 s -0.442
2022-11-23 00:59 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.310 s -0.451
2022-11-23 01:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.224 s -0.463
2022-11-23 01:00 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.707 s -0.110
2022-11-23 01:04 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.506 s -0.659
2022-11-23 01:04 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.033 s 0.276
2022-11-23 01:12 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.431 s -0.906
2022-11-23 01:25 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.310 s -0.797
2022-11-23 01:18 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.466 s -0.488
2022-11-23 01:11 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.478 s -0.777
2022-11-23 01:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.422 s -0.763
2022-11-23 01:06 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.877 s -0.012
2022-11-23 01:11 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.388 s -1.439
2022-11-23 01:10 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.097 s -1.890
2022-11-23 01:11 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.520 s -0.448
2022-11-23 01:11 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.646 s -0.344
2022-11-23 01:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.342 s -1.262
2022-11-23 01:05 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.352 s -1.794
2022-11-23 01:05 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.421 s -0.379
2022-11-23 01:19 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.528 s -0.244
2022-11-23 01:12 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.931 s -0.277
2022-11-23 01:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.526 s -1.160
2022-11-23 01:11 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.399 s -2.000
2022-11-23 01:18 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.406 s -0.571
2022-11-23 01:26 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.425 s -0.389
2022-11-23 01:05 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.467 s -0.616
2022-11-23 01:17 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.809 s -0.837
2022-11-23 01:32 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.415 s -0.674
2022-11-23 01:26 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.399 s -0.936
2022-11-23 01:32 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.283 s -1.314
2022-11-23 01:24 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.360 s -0.409
2022-11-23 01:25 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.302 s -0.848
2022-11-23 01:18 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.350 s -0.515
2022-11-23 01:17 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.099 s -0.668
2022-11-23 01:32 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.335 s -0.631
2022-11-23 01:18 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.327 s -1.567
2022-11-23 01:19 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.012 s -0.304
2022-11-23 01:25 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.370 s -0.200
2022-11-23 01:26 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.860 s -0.055
2022-11-23 01:32 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.400 s -0.524
2022-11-23 01:35 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.506 s -0.771
2022-11-23 01:32 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.255 s -1.195
2022-11-23 01:31 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.219 s -0.412
2022-11-23 01:33 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.984 s -0.430
2022-11-23 01:31 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.204 s -2.195
2022-11-23 01:33 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.081 s 0.008
2022-11-23 01:34 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.716 s -0.473
2022-11-23 01:34 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.332 s -0.597
2022-11-23 01:34 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.246 s -0.596
2022-11-23 01:35 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.376 s -0.952
2022-11-23 01:36 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.097 s -0.493
2022-11-23 01:35 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.656 s -0.767
2022-11-23 01:40 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.585 s -0.082
2022-11-23 01:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.249 s -0.135
2022-11-23 01:42 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.220 s -0.302
2022-11-23 01:42 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.301 s -0.576
2022-11-23 01:43 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.535 s -0.088
2022-11-23 01:43 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.401 s -0.575
2022-11-23 01:43 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.838 s -3.440
2022-11-23 01:43 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.256 s 0.224
2022-11-23 01:45 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.745 s -1.929
2022-11-23 01:46 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.490 s -0.493
2022-11-23 01:46 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.283 s -0.497
2022-11-23 01:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.543 s -1.794
2022-11-23 01:46 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.248 s -0.267
2022-11-23 01:46 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.340 s -0.648
2022-11-23 01:53 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.253 s -1.324
2022-11-23 01:54 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.298 s -0.896
2022-11-23 01:47 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.564 s -1.483
2022-11-23 01:47 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.532 s -0.404
2022-11-23 01:53 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.372 s -0.977
2022-11-23 01:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.400 s -1.226
2022-11-23 02:01 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.263 s -1.037
2022-11-23 02:00 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.187 s -2.585
2022-11-23 01:51 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.307 s -0.087
2022-11-23 01:53 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.652 s -0.681
2022-11-23 02:01 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.569 s -1.350
2022-11-23 01:53 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.321 s -0.605
2022-11-23 01:58 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.236 s -0.382
2022-11-23 02:01 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.271 s -0.961
2022-11-23 01:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.385 s -0.502
2022-11-23 01:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.879 s -0.105
2022-11-23 01:53 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.251 s -1.467
2022-11-23 01:58 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.308 s -0.063
2022-11-23 01:54 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.844 s -1.036
2022-11-23 02:02 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.715 s 0.031
2022-11-23 01:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.271 s -1.002
2022-11-23 02:02 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.510 s -0.866
2022-11-23 01:58 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.851 s -1.190
2022-11-23 01:58 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.062 s 0.070
2022-11-23 02:01 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.347 s -0.731
2022-11-23 02:02 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.326 s -1.209
2022-11-23 02:06 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.920 s -0.427
2022-11-23 02:08 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.240 s -1.020
2022-11-23 02:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.505 s -0.951
2022-11-23 02:23 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.410 s -0.626
2022-11-23 02:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.316 s -0.507
2022-11-23 02:15 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.312 s -0.817
2022-11-23 02:16 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.194 s -1.225
2022-11-23 02:09 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.521 s -0.974
2022-11-23 02:09 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.260 s -0.945
2022-11-23 02:10 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.771 s -0.913
2022-11-23 02:16 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.506 s -1.233
2022-11-23 02:09 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.354 s -0.523
2022-11-23 02:15 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.405 s -1.068
2022-11-23 02:14 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.474 s -1.382
2022-11-23 02:16 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.607 s -0.613
2022-11-23 02:17 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.095 s -1.785
2022-11-23 02:15 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.158 s 0.145
2022-11-23 02:21 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.802 s -1.808
2022-11-23 02:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.800 s -1.219
2022-11-23 02:23 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.317 s -1.739
2022-11-23 02:23 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.534 s -0.251
2022-11-23 02:23 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.315 s -1.059
2022-11-23 02:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.362 s -0.946
2022-11-23 02:24 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.367 s -1.231
2022-11-23 02:43 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.273 s -1.147
2022-11-23 02:39 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 39.215 s -1.389
2022-11-23 02:31 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.985 s -1.300
2022-11-23 02:30 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.740 s -1.683
2022-11-23 02:31 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.451 s -1.946
2022-11-23 02:31 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.855 s -2.099
2022-11-23 02:43 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.244 s -1.152
2022-11-23 02:43 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.313 s -0.629
2022-11-23 02:42 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.234 s -0.613
2022-11-23 02:32 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.767 s -2.464
2022-11-23 02:43 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.726 s -0.242
2022-11-23 02:43 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.353 s -0.562
2022-11-23 02:44 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.397 s -0.583
2022-11-23 02:33 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.095 s -1.245
2022-11-23 02:31 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.558 s -2.090
2022-11-23 02:28 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.920 s -1.357
2022-11-23 02:42 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.293 s -0.991
2022-11-23 02:45 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.117 s -1.136