Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-17 16:59 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.234 s 0.696
2023-01-17 16:58 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.227 s 0.622
2023-01-17 16:58 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.292 s 0.785
2023-01-17 16:59 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.357 s 0.544
2023-01-17 17:00 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.335 s 0.853
2023-01-17 17:00 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.786 s 0.721
2023-01-17 17:09 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.377 s 0.542
2023-01-17 17:10 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.403 s 0.943
2023-01-17 17:11 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.336 s -0.374
2023-01-17 17:14 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.275 s 0.200
2023-01-17 17:21 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.315 s 0.238
2023-01-17 17:21 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.343 s -0.030
2023-01-17 17:11 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.395 s 0.407
2023-01-17 17:11 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.326 s -0.158
2023-01-17 17:11 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.409 s 0.477
2023-01-17 17:11 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.409 s 0.017
2023-01-17 17:13 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.928 s -0.557
2023-01-17 17:14 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.372 s 0.302
2023-01-17 17:13 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.267 s 0.162
2023-01-17 17:15 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.771 s 0.560
2023-01-17 17:13 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.422 s 0.421
2023-01-17 17:20 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.300 s 0.131
2023-01-17 17:12 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.538 s 0.124
2023-01-17 17:13 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.325 s 0.520
2023-01-17 17:14 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.370 s 0.425
2023-01-17 17:20 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.338 s 0.663
2023-01-17 17:26 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.581 s -0.159
2023-01-17 17:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.306 s 0.224
2023-01-17 17:26 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.302 s 0.054
2023-01-17 17:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.710 s -0.122
2023-01-17 17:38 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.511 s -0.264
2023-01-17 17:22 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.454 s 0.316
2023-01-17 17:26 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.262 s 0.165
2023-01-17 17:33 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.262 s 0.448
2023-01-17 17:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.198 s -0.254
2023-01-17 17:39 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.417 s -0.076
2023-01-17 17:39 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.462 s -0.043
2023-01-17 17:19 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.286 s 0.136
2023-01-17 17:20 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.237 s 0.086
2023-01-17 17:27 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.388 s -0.116
2023-01-17 17:28 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.386 s 0.294
2023-01-17 17:34 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.226 s -0.167
2023-01-17 17:21 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.246 s 0.147
2023-01-17 17:28 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.857 s -0.063
2023-01-17 17:38 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.024 s -0.292
2023-01-17 17:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.911 s -0.259
2023-01-17 17:33 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.110 s -1.093
2023-01-17 17:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.201 s -1.094
2023-01-17 17:38 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.338 s -0.344
2023-01-17 17:27 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.311 s 0.007
2023-01-17 17:27 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.436 s 0.011
2023-01-17 17:40 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.879 s -0.006
2023-01-17 17:39 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.340 s 0.182
2023-01-17 17:40 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.426 s -0.311
2023-01-17 17:44 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.123 s -2.730
2023-01-17 17:45 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.624 s -0.967
2023-01-17 17:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.385 s -0.297
2023-01-17 17:45 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.480 s -0.276
2023-01-17 17:46 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.522 s 0.004
2023-01-17 17:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.394 s -0.377
2023-01-17 17:46 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.932 s -0.083
2023-01-17 17:46 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.440 s -0.724
2023-01-17 17:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.811 s -0.001
2023-01-17 17:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.404 s -0.178
2023-01-17 17:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.316 s 0.265
2023-01-17 17:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.348 s 0.150
2023-01-17 17:52 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.103 s -1.488
2023-01-17 17:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.462 s 0.022
2023-01-17 17:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.543 s -1.246
2023-01-17 17:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.021 s -0.386
2023-01-17 17:59 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.482 s -0.091
2023-01-17 17:59 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.372 s 0.064
2023-01-17 18:00 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.422 s 0.023
2023-01-17 17:59 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.297 s 0.192
2023-01-17 18:00 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.390 s 0.163
2023-01-17 18:00 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.864 s -0.067
2023-01-17 18:06 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.400 s 0.574
2023-01-17 18:05 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.085 s -0.202
2023-01-17 17:58 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.376 s -0.431
2023-01-17 17:59 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.303 s 0.358
2023-01-17 18:06 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.390 s 1.082
2023-01-17 18:07 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.080 s 0.037
2023-01-17 18:05 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.152 s 0.345
2023-01-17 18:06 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.249 s 0.536
2023-01-17 18:07 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.942 s 0.385
2023-01-17 18:08 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.327 s 0.225
2023-01-17 18:06 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.276 s 0.402
2023-01-17 18:09 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.371 s 0.209
2023-01-17 18:06 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.328 s 0.304
2023-01-17 18:08 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.755 s -0.383
2023-01-17 18:16 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.432 s -0.767
2023-01-17 18:20 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.342 s 0.257
2023-01-17 18:20 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.496 s -0.080
2023-01-17 18:09 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.500 s -0.030
2023-01-17 18:14 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.753 s -1.254
2023-01-17 18:20 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.288 s 0.552
2023-01-17 18:21 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.560 s 0.308
2023-01-17 18:08 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.244 s 0.589
2023-01-17 18:16 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.219 s 0.877
2023-01-17 18:17 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.546 s -0.099
2023-01-17 18:09 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.672 s -0.845
2023-01-17 18:17 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.826 s -0.837
2023-01-17 18:19 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.792 s -0.782
2023-01-17 18:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.110 s -0.730
2023-01-17 18:17 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.322 s -0.845
2023-01-17 18:20 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.610 s -0.760
2023-01-17 18:16 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.302 s 0.199
2023-01-17 18:17 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.397 s 0.411
2023-01-17 18:21 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.543 s -0.370
2023-01-17 18:25 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.345 s 0.279
2023-01-17 18:20 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.257 s 0.301
2023-01-17 18:26 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.892 s -1.235
2023-01-17 18:27 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.248 s 0.445
2023-01-17 18:27 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.321 s 0.203
2023-01-17 18:27 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.362 s 0.592
2023-01-17 18:27 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.254 s -0.179
2023-01-17 18:28 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.806 s 0.246
2023-01-17 18:28 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.300 s 0.308
2023-01-17 18:31 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.870 s -0.193
2023-01-17 18:32 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s 0.400
2023-01-17 18:32 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.047 s -0.162
2023-01-17 18:33 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.388 s 0.692
2023-01-17 18:32 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.303 s 0.682
2023-01-17 18:33 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.377 s 0.490
2023-01-17 18:32 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.261 s 0.868
2023-01-17 18:33 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.893 s -0.066
2023-01-17 18:34 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.101 s 0.235
2023-01-17 18:35 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.340 s 0.391
2023-01-17 18:35 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.258 s 0.302
2023-01-17 18:35 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.523 s -0.287
2023-01-17 18:35 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.266 s 0.323
2023-01-17 18:35 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.489 s 0.464
2023-01-17 18:36 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.318 s 0.490
2023-01-17 18:36 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.723 s -0.156
2023-01-17 18:40 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.915 s 0.486
2023-01-17 18:42 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.533 s -0.847
2023-01-17 18:42 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.233 s 0.345
2023-01-17 18:42 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.254 s 0.389
2023-01-17 18:42 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.309 s 0.350
2023-01-17 18:42 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.342 s 0.485
2023-01-17 18:43 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.774 s -0.180
2023-01-17 18:43 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.513 s 0.332
2023-01-17 18:48 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.808 s -1.108
2023-01-17 18:49 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.309 s -1.119
2023-01-17 18:50 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.049 s 0.297
2023-01-17 18:49 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.312 s 0.655
2023-01-17 18:49 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.504 s 0.237
2023-01-17 18:49 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.396 s 0.556
2023-01-17 18:50 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.176 s 0.090
2023-01-17 18:49 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.599 s 0.351
2023-01-17 18:56 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.397 s 0.572
2023-01-17 18:56 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 31.017 s -1.004
2023-01-17 18:57 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.352 s 0.703
2023-01-17 18:58 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.343 s 0.539
2023-01-17 18:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.303 s 0.223
2023-01-17 19:02 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.901 s 1.045
2023-01-17 18:54 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.763 s 0.203
2023-01-17 18:57 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.305 s 0.373
2023-01-17 18:57 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.534 s -0.144
2023-01-17 19:04 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.451 s 0.049
2023-01-17 19:04 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.697 s -0.387
2023-01-17 19:04 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.533 s 0.731
2023-01-17 19:05 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.842 s -0.155
2023-01-17 19:05 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.957 s 0.424
2023-01-17 19:06 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.619 s 0.367
2023-01-17 19:06 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.989 s 0.392
2023-01-17 19:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 41.249 s -0.549
2023-01-17 19:16 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 56.294 s -1.156
2023-01-17 19:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.306 s 0.514
2023-01-17 19:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.232 s 0.870
2023-01-17 19:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.241 s 0.338
2023-01-17 19:17 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.267 s 0.792
2023-01-17 19:17 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.344 s 0.601
2023-01-17 19:17 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.724 s 0.183
2023-01-17 19:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.106 s -0.171
2023-01-17 19:18 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.398 s 0.253