Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-16 06:14 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.302 s -0.452
2022-11-16 06:14 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.228 s -0.257
2022-11-16 06:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.236 s -0.168
2022-11-16 06:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.365 s -0.378
2022-11-16 06:16 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.349 s -1.021
2022-11-16 06:17 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.816 s -0.242
2022-11-16 06:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.337 s -0.607
2022-11-16 06:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.266 s -0.180
2022-11-16 06:31 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.372 s -0.120
2022-11-16 06:37 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.346 s 0.694
2022-11-16 06:26 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.414 s -0.927
2022-11-16 06:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.328 s -0.672
2022-11-16 06:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.416 s -1.099
2022-11-16 06:29 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.924 s -1.175
2022-11-16 06:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.335 s -0.701
2022-11-16 06:30 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.420 s 0.018
2022-11-16 06:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.306 s -0.769
2022-11-16 06:31 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.381 s -0.828
2022-11-16 06:38 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.249 s -1.090
2022-11-16 06:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.543 s -0.548
2022-11-16 06:32 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.804 s -1.202
2022-11-16 06:38 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.472 s -1.139
2022-11-16 06:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.421 s -0.772
2022-11-16 06:31 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.277 s -0.522
2022-11-16 06:38 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.325 s -1.004
2022-11-16 06:27 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.501 s 0.478
2022-11-16 06:37 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.308 s -1.001
2022-11-16 06:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.407 s -0.811
2022-11-16 06:36 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.290 s 0.215
2022-11-16 06:37 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.237 s -0.679
2022-11-16 06:38 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.340 s -0.338
2022-11-16 06:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.256 s -0.073
2022-11-16 06:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.574 s -0.916
2022-11-16 06:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.397 s -1.218
2022-11-16 06:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.313 s -0.490
2022-11-16 06:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.439 s -0.751
2022-11-16 06:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.892 s -1.858
2022-11-16 06:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.388 s -0.583
2022-11-16 06:50 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.318 s -1.118
2022-11-16 06:49 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.905 s -0.407
2022-11-16 06:50 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.276 s -1.150
2022-11-16 06:50 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.110 s -0.208
2022-11-16 06:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.196 s -0.481
2022-11-16 07:09 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.106 s -0.583
2022-11-16 06:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.197 s -0.596
2022-11-16 06:56 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.431 s -1.445
2022-11-16 07:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.634 s -0.295
2022-11-16 06:55 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.520 s -2.418
2022-11-16 07:09 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.323 s -0.704
2022-11-16 06:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.739 s -1.527
2022-11-16 06:57 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.426 s -0.833
2022-11-16 07:03 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.537 s -1.640
2022-11-16 07:02 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.485 s -1.327
2022-11-16 07:02 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.384 s -0.653
2022-11-16 06:51 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.226 s -0.759
2022-11-16 06:55 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.196 s -2.747
2022-11-16 07:03 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.967 s -1.820
2022-11-16 06:56 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.341 s -0.369
2022-11-16 07:10 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.531 s -0.455
2022-11-16 06:56 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.476 s -1.235
2022-11-16 07:09 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.476 s -1.327
2022-11-16 07:10 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.045 s -1.674
2022-11-16 06:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.342 s -1.068
2022-11-16 07:16 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.500 s -0.456
2022-11-16 07:16 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.308 s -1.419
2022-11-16 07:23 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.422 s -1.185
2022-11-16 07:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.438 s -1.214
2022-11-16 06:57 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.913 s -1.605
2022-11-16 07:01 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.085 s -0.649
2022-11-16 07:08 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.807 s -0.467
2022-11-16 07:15 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.378 s -1.234
2022-11-16 07:17 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.890 s -1.350
2022-11-16 07:22 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.185 s -0.963
2022-11-16 07:02 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.391 s -0.732
2022-11-16 07:09 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.414 s -1.147
2022-11-16 07:16 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.380 s -1.036
2022-11-16 07:17 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.397 s -0.588
2022-11-16 07:23 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.280 s -0.740
2022-11-16 07:09 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.355 s -0.833
2022-11-16 07:23 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.252 s -0.655
2022-11-16 07:24 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.405 s -1.000
2022-11-16 07:17 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.433 s -0.970
2022-11-16 07:34 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.310 s -1.210
2022-11-16 07:26 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.377 s -1.112
2022-11-16 07:23 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.206 s -0.364
2022-11-16 07:27 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.653 s -0.553
2022-11-16 07:16 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.311 s -0.809
2022-11-16 07:23 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.340 s -1.112
2022-11-16 07:34 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.809 s -0.958
2022-11-16 07:26 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.337 s -1.051
2022-11-16 07:31 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.605 s -0.917
2022-11-16 07:24 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.108 s -1.326
2022-11-16 07:34 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.403 s -0.748
2022-11-16 07:34 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.562 s -1.682
2022-11-16 07:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.277 s -1.026
2022-11-16 07:27 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.086 s -0.284
2022-11-16 07:24 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.073 s -1.946
2022-11-16 07:25 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.710 s -0.717
2022-11-16 07:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.226 s -0.802
2022-11-16 07:26 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.506 s -0.798
2022-11-16 07:25 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.247 s -0.667
2022-11-16 07:35 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.336 s -2.384
2022-11-16 07:36 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.688 s -0.853
2022-11-16 07:37 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.495 s -1.327
2022-11-16 07:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.257 s -1.527
2022-11-16 07:37 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.349 s -1.357
2022-11-16 07:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.290 s -1.480
2022-11-16 07:38 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.515 s -1.828
2022-11-16 07:51 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.949 s -1.928
2022-11-16 07:53 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.538 s -2.407
2022-11-16 07:38 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.558 s -0.922
2022-11-16 07:42 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.341 s -0.994
2022-11-16 07:38 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.557 s -2.305
2022-11-16 07:45 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.299 s -0.842
2022-11-16 07:44 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.250 s -1.190
2022-11-16 07:45 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.379 s -1.492
2022-11-16 07:59 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s -0.703
2022-11-16 08:00 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.261 s -0.937
2022-11-16 08:01 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.514 s -0.490
2022-11-16 07:45 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.866 s -2.047
2022-11-16 07:51 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.120 s -0.084
2022-11-16 07:53 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.271 s -0.967
2022-11-16 07:44 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.249 s -0.521
2022-11-16 07:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.265 s -1.171
2022-11-16 07:50 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.269 s -0.637
2022-11-16 07:53 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.324 s -0.914
2022-11-16 08:12 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.631 s -0.386
2022-11-16 07:44 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.668 s -1.520
2022-11-16 07:44 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.327 s -1.114
2022-11-16 08:00 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.361 s -1.160
2022-11-16 07:57 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.932 s -1.892
2022-11-16 08:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.621 s -1.511
2022-11-16 07:59 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.511 s -1.192
2022-11-16 07:49 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.209 s -2.398
2022-11-16 08:01 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.795 s -2.292
2022-11-16 08:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.177 s -1.160
2022-11-16 07:52 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.514 s -0.469
2022-11-16 07:50 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.394 s -0.065
2022-11-16 07:49 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.834 s -0.204
2022-11-16 07:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.316 s -0.738
2022-11-16 08:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.054 s -0.644
2022-11-16 08:14 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.317 s -1.074
2022-11-16 08:20 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.925 s -1.937
2022-11-16 07:50 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.241 s -0.849
2022-11-16 08:00 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.326 s -1.310
2022-11-16 08:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.503 s -0.886
2022-11-16 08:14 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.705 s -0.472
2022-11-16 07:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.392 s -1.088
2022-11-16 07:53 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.356 s -1.483
2022-11-16 07:54 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.716 s -0.466
2022-11-16 08:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.458 s -0.585
2022-11-16 08:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.168 s -0.403
2022-11-16 08:22 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.546 s -1.428
2022-11-16 08:14 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.317 s -1.521
2022-11-16 08:23 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.982 s -1.340
2022-11-16 08:14 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.418 s -1.311
2022-11-16 08:24 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.127 s -2.320
2022-11-16 08:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.316 s -1.097
2022-11-16 08:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.405 s -1.072
2022-11-16 08:15 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.366 s -1.136
2022-11-16 08:15 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.564 s -1.867
2022-11-16 08:15 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.359 s -1.082
2022-11-16 08:22 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.613 s -0.746
2022-11-16 08:23 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.599 s -0.630
2022-11-16 08:22 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.444 s -0.828
2022-11-16 08:22 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.841 s -1.089
2022-11-16 08:30 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.386 s 0.564
2022-11-16 08:34 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.319 s -1.092
2022-11-16 08:33 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.014 s -0.396
2022-11-16 08:34 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.365 s -1.416
2022-11-16 08:34 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.236 s -0.824
2022-11-16 08:34 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.242 s -0.753
2022-11-16 08:35 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.777 s -2.029
2022-11-16 08:34 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.266 s -0.014
2022-11-16 08:36 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.111 s -1.279
2022-11-16 08:36 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.408 s -2.169