Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-08 02:04 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.776 s 0.914
2022-11-08 02:02 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.349 s 0.818
2022-11-08 02:02 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.228 s 1.112
2022-11-08 02:02 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.291 s 0.688
2022-11-08 02:04 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.329 s 1.314
2022-11-08 02:02 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.219 s 1.151
2022-11-08 02:13 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.386 s 0.605
2022-11-08 02:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.393 s 0.825
2022-11-08 02:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.320 s 0.918
2022-11-08 02:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.410 s 0.767
2022-11-08 02:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.429 s 0.925
2022-11-08 02:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.327 s 0.982
2022-11-08 02:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.401 s 0.988
2022-11-08 02:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.536 s 0.696
2022-11-08 02:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.899 s 1.166
2022-11-08 02:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.261 s 0.999
2022-11-08 02:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.409 s 0.745
2022-11-08 02:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.323 s 0.766
2022-11-08 02:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.268 s 0.982
2022-11-08 02:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.366 s 0.849
2022-11-08 02:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.373 s 0.706
2022-11-08 02:19 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.775 s 0.488
2022-11-08 02:24 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.315 s 0.890
2022-11-08 02:23 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.299 s 0.475
2022-11-08 02:24 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.232 s 0.786
2022-11-08 02:25 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.243 s 0.668
2022-11-08 02:24 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.299 s 0.371
2022-11-08 02:25 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.316 s 0.287
2022-11-08 02:25 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.341 s 0.559
2022-11-08 02:25 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.457 s 0.239
2022-11-08 02:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.264 s 0.216
2022-11-08 02:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.557 s 0.600
2022-11-08 02:30 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.395 s 0.291
2022-11-08 02:30 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.298 s 0.894
2022-11-08 02:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.310 s 0.788
2022-11-08 02:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.382 s 0.820
2022-11-08 02:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.858 s 0.214
2022-11-08 02:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.437 s 0.469
2022-11-08 02:36 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.899 s 0.820
2022-11-08 02:37 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.101 s -0.478
2022-11-08 02:37 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.193 s 0.661
2022-11-08 02:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.381 s 0.877
2022-11-08 02:37 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.265 s 0.315
2022-11-08 02:43 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.418 s 0.796
2022-11-08 02:37 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.194 s 0.598
2022-11-08 02:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.014 s -0.454
2022-11-08 02:42 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.416 s 0.482
2022-11-08 02:43 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.874 s 0.458
2022-11-08 02:41 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.494 s 1.067
2022-11-08 02:37 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.309 s 0.078
2022-11-08 02:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.609 s -0.295
2022-11-08 02:43 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.461 s 0.486
2022-11-08 02:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.079 s 0.599
2022-11-08 02:38 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.708 s -0.260
2022-11-08 02:55 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.032 s 0.148
2022-11-08 02:57 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.005 s 0.550
2022-11-08 02:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.339 s 0.741
2022-11-08 02:38 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.221 s 0.724
2022-11-08 02:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.512 s 0.751
2022-11-08 02:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.332 s 0.780
2022-11-08 02:55 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.398 s 0.696
2022-11-08 03:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.162 s -0.362
2022-11-08 03:17 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.558 s 0.686
2022-11-08 02:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.794 s 0.925
2022-11-08 02:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.472 s 0.290
2022-11-08 03:02 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.296 s 0.797
2022-11-08 03:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.250 s 0.605
2022-11-08 03:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.396 s 0.841
2022-11-08 03:23 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.335 s 0.206
2022-11-08 02:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.524 s 0.909
2022-11-08 03:23 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.278 s 0.918
2022-11-08 03:24 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.546 s 0.832
2022-11-08 03:30 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.529 s 0.342
2022-11-08 02:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.466 s 0.736
2022-11-08 02:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.425 s 0.851
2022-11-08 02:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.917 s 0.675
2022-11-08 03:02 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.459 s -0.119
2022-11-08 03:30 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.369 s -0.037
2022-11-08 02:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.371 s 0.916
2022-11-08 03:03 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.421 s 0.550
2022-11-08 03:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.168 s 0.797
2022-11-08 03:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.243 s 0.550
2022-11-08 03:13 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.646 s 0.640
2022-11-08 03:04 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.860 s 0.158
2022-11-08 03:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.067 s 1.104
2022-11-08 03:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.331 s 0.309
2022-11-08 03:20 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.394 s 0.884
2022-11-08 03:20 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.787 s 1.526
2022-11-08 03:24 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.510 s 0.770
2022-11-08 03:35 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.236 s 0.604
2022-11-08 03:59 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.303 s 0.892
2022-11-08 02:55 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.313 s 0.911
2022-11-08 02:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.344 s 0.869
2022-11-08 03:03 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.371 s 0.486
2022-11-08 03:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.365 s 0.775
2022-11-08 03:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.330 s 0.001
2022-11-08 03:35 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.310 s 0.155
2022-11-08 03:38 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.255 s 0.810
2022-11-08 03:36 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.382 s 0.210
2022-11-08 03:52 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.493 s 0.127
2022-11-08 03:02 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.336 s 1.235
2022-11-08 03:04 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.391 s 0.817
2022-11-08 03:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.498 s 0.119
2022-11-08 03:13 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.084 s -0.035
2022-11-08 03:03 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.303 s 0.830
2022-11-08 03:45 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.231 s 0.938
2022-11-08 04:00 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.358 s 0.718
2022-11-08 04:07 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.810 s 1.041
2022-11-08 04:18 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.232 s 0.728
2022-11-08 03:34 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.820 s 1.126
2022-11-08 03:46 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.495 s 1.397
2022-11-08 04:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.267 s 0.699
2022-11-08 03:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.407 s 0.279
2022-11-08 03:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.275 s 0.784
2022-11-08 03:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.022 s -1.137
2022-11-08 03:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.678 s 0.382
2022-11-08 03:19 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.218 s 0.830
2022-11-08 03:23 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.498 s -0.645
2022-11-08 03:59 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.308 s 0.755
2022-11-08 04:07 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.430 s 0.947
2022-11-08 04:20 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.394 s 0.508
2022-11-08 03:23 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.394 s 0.661
2022-11-08 03:37 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.106 s 0.814
2022-11-08 03:38 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.478 s 0.732
2022-11-08 03:19 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.195 s -0.565
2022-11-08 03:45 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.314 s 0.301
2022-11-08 04:00 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.535 s 0.055
2022-11-08 04:18 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.540 s 0.664
2022-11-08 03:22 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.623 s 0.679
2022-11-08 03:23 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.247 s 0.645
2022-11-08 03:30 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.242 s 0.814
2022-11-08 03:31 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.294 s 0.663
2022-11-08 03:36 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.398 s 0.688
2022-11-08 03:45 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.255 s 0.740
2022-11-08 03:51 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.154 s 0.259
2022-11-08 04:05 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.905 s 0.918
2022-11-08 04:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.237 s 0.665
2022-11-08 03:20 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.297 s 0.353
2022-11-08 03:36 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.869 s 0.292
2022-11-08 03:57 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.459 s 0.766
2022-11-08 03:59 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.552 s 0.643
2022-11-08 04:07 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.970 s 0.145
2022-11-08 03:20 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.534 s 0.455
2022-11-08 03:21 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.258 s 0.251
2022-11-08 03:30 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.317 s 0.367
2022-11-08 03:36 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.268 s 0.514
2022-11-08 03:45 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.352 s 0.239
2022-11-08 03:51 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.357 s 1.469
2022-11-08 03:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.602 s -0.652
2022-11-08 03:31 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.837 s -0.852
2022-11-08 03:39 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.317 s 0.743
2022-11-08 04:07 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.533 s 0.584
2022-11-08 03:35 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.084 s -0.984
2022-11-08 03:38 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.263 s 0.807
2022-11-08 03:39 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.699 s 0.604
2022-11-08 03:53 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.140 s 0.528
2022-11-08 03:53 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.018 s 0.443
2022-11-08 03:38 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.343 s 0.394
2022-11-08 03:38 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.499 s -0.092
2022-11-08 03:43 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.905 s 1.185
2022-11-08 03:52 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.308 s -0.236
2022-11-08 03:28 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.261 s 0.886
2022-11-08 03:45 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.285 s -0.204
2022-11-08 03:46 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.740 s 0.774
2022-11-08 04:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.352 s -0.101
2022-11-08 04:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.729 s -0.371
2022-11-08 03:30 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.244 s 0.846
2022-11-08 03:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.401 s -0.723
2022-11-08 03:59 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.405 s 0.304
2022-11-08 04:09 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.930 s 1.543
2022-11-08 04:21 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.058 s 0.922
2022-11-08 04:00 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.330 s 0.942
2022-11-08 04:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.309 s 0.156
2022-11-08 04:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.508 s 0.818
2022-11-08 04:07 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.530 s -0.064
2022-11-08 04:15 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.418 s 0.651