Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-21 19:35 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.392 s 0.087
2022-11-21 19:47 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.345 s -0.990
2022-11-21 19:24 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.355 s 0.199
2022-11-21 19:36 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.469 s 0.696
2022-11-21 19:47 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.465 s -0.833
2022-11-21 19:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.338 s -0.796
2022-11-21 19:39 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.265 s -0.134
2022-11-21 19:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.374 s -0.487
2022-11-21 19:46 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.250 s -1.417
2022-11-21 19:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.406 s -0.645
2022-11-21 19:39 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.407 s 0.588
2022-11-21 19:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.422 s -0.771
2022-11-21 19:47 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.326 s -1.120
2022-11-21 19:24 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.234 s -0.110
2022-11-21 19:25 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.801 s 0.197
2022-11-21 19:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.299 s -0.256
2022-11-21 19:45 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.281 s 0.577
2022-11-21 19:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.329 s -0.751
2022-11-21 19:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.414 s -0.934
2022-11-21 19:46 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.342 s 0.759
2022-11-21 19:40 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.798 s -0.770
2022-11-21 19:46 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.238 s -0.869
2022-11-21 19:39 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.274 s -0.306
2022-11-21 19:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.222 s
2022-11-21 19:38 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.915 s -0.609
2022-11-21 19:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.541 s -0.370
2022-11-21 19:39 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.329 s -0.239
2022-11-21 19:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.333 s 0.293
2022-11-21 19:40 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.377 s -0.599
2022-11-21 19:46 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.306 s -0.872
2022-11-21 19:52 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.264 s -0.559
2022-11-21 19:52 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.569 s -0.459
2022-11-21 19:52 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.309 s -1.121
2022-11-21 19:52 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.387 s -0.419
2022-11-21 19:53 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.316 s -0.876
2022-11-21 19:53 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.450 s -1.493
2022-11-21 20:18 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.410 s -0.861
2022-11-21 20:42 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.219 s 0.044
2022-11-21 20:42 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.305 s -0.904
2022-11-21 20:43 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.403 s -0.667
2022-11-21 19:53 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.401 s -2.066
2022-11-21 19:58 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.124 s -0.292
2022-11-21 20:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.345 s -1.530
2022-11-21 20:18 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.321 s -0.641
2022-11-21 20:18 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.476 s -1.308
2022-11-21 19:54 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.871 s -0.822
2022-11-21 20:11 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.751 s -3.127
2022-11-21 20:11 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.485 s -1.272
2022-11-21 20:17 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.818 s -1.378
2022-11-21 20:05 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.476 s -1.204
2022-11-21 19:58 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.920 s -1.649
2022-11-21 20:32 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.275 s -0.147
2022-11-21 20:33 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.107 s -1.187
2022-11-21 20:34 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.335 s -0.884
2022-11-21 20:06 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.902 s -1.117
2022-11-21 20:11 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.384 s -0.795
2022-11-21 20:11 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.532 s -1.313
2022-11-21 20:17 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.104 s -0.523
2022-11-21 20:00 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.724 s -0.824
2022-11-21 20:31 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.362 s -2.026
2022-11-21 19:59 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.317 s -0.987
2022-11-21 19:59 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.200 s -1.220
2022-11-21 19:59 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.196 s -0.497
2022-11-21 20:24 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.371 s -0.892
2022-11-21 20:43 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.806 s -0.584
2022-11-21 20:04 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.170 s -2.685
2022-11-21 20:11 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.394 s -1.246
2022-11-21 20:19 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.542 s -1.519
2022-11-21 20:31 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.182 s -0.800
2022-11-21 20:32 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.408 s -1.399
2022-11-21 20:34 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.943 s -7.496
2022-11-21 20:12 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.440 s -1.636
2022-11-21 20:26 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.874 s -0.582
2022-11-21 20:32 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.257 s -1.449
2022-11-21 20:33 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.983 s -0.422
2022-11-21 19:59 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.276 s -1.126
2022-11-21 20:03 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.503 s -0.316
2022-11-21 20:05 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.348 s -1.179
2022-11-21 20:05 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.427 s -0.972
2022-11-21 20:12 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.951 s -1.109
2022-11-21 20:19 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.046 s -1.736
2022-11-21 20:26 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.399 s -0.853
2022-11-21 20:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.225 s -0.516
2022-11-21 20:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.432 s -1.483
2022-11-21 20:10 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.078 s -0.329
2022-11-21 20:18 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.357 s -1.191
2022-11-21 20:25 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.307 s -1.393
2022-11-21 20:25 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.318 s -1.622
2022-11-21 20:26 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.438 s -1.250
2022-11-21 20:35 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.510 s -1.004
2022-11-21 20:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.518 s -0.718
2022-11-21 20:36 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.098 s -0.611
2022-11-21 20:43 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.548 s -0.815
2022-11-21 20:25 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.388 s -1.580
2022-11-21 20:32 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.340 s -1.133
2022-11-21 20:32 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.422 s -1.099
2022-11-21 20:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.377 s -1.876
2022-11-21 20:34 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.243 s -0.155
2022-11-21 20:35 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.375 s -0.836
2022-11-21 20:35 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.656 s -0.766
2022-11-21 20:40 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.615 s -1.120
2022-11-21 20:43 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.290 s -0.810
2022-11-21 20:45 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.708 s -1.226
2022-11-21 20:46 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.255 s -1.112
2022-11-21 20:46 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.343 s -0.908
2022-11-21 20:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.512 s -1.370
2022-11-21 20:46 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.287 s -0.989
2022-11-21 20:46 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.492 s -0.603
2022-11-21 20:47 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.560 s -1.008
2022-11-21 21:01 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.352 s -1.127
2022-11-21 21:02 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.501 s -0.556
2022-11-21 21:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.724 s -0.436
2022-11-21 20:47 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.540 s -0.916
2022-11-21 20:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.315 s -0.630
2022-11-21 21:00 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.159 s -1.583
2022-11-21 20:53 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.331 s -1.527
2022-11-21 21:01 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.260 s -0.516
2022-11-21 20:58 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.868 s -2.375
2022-11-21 21:02 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.327 s -1.394
2022-11-21 21:21 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.667 s -0.755
2022-11-21 20:54 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.810 s -0.020
2022-11-21 20:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.268 s -0.472
2022-11-21 20:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.393 s -1.094
2022-11-21 20:53 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.254 s -1.503
2022-11-21 20:53 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.373 s -1.046
2022-11-21 21:02 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.271 s -0.982
2022-11-21 20:53 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.731 s -2.158
2022-11-21 20:51 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.312 s -0.294
2022-11-21 20:53 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.248 s -0.796
2022-11-21 20:58 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.238 s -0.488
2022-11-21 20:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.892 s -0.396
2022-11-21 20:54 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.300 s -1.065
2022-11-21 21:23 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.317 s -1.170
2022-11-21 20:58 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.062 s 0.179
2022-11-21 20:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.395 s -0.434
2022-11-21 21:01 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.668 s -3.823
2022-11-21 21:23 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.419 s -1.253
2022-11-21 21:06 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.928 s -1.230
2022-11-21 21:15 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.196 s -1.677
2022-11-21 21:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.321 s -0.857
2022-11-21 21:15 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.405 s -0.985
2022-11-21 21:09 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.533 s -1.757
2022-11-21 21:16 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.185 s -0.893
2022-11-21 21:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.509 s -1.041
2022-11-21 21:09 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.357 s -0.755
2022-11-21 21:24 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.361 s -1.009
2022-11-21 21:23 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.311 s -0.799
2022-11-21 21:10 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.772 s -1.063
2022-11-21 21:14 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.448 s -0.738
2022-11-21 21:28 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.919 s -1.226
2022-11-21 21:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.365 s -1.077
2022-11-21 21:08 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.239 s -0.781
2022-11-21 21:15 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.312 s -0.703
2022-11-21 21:16 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.506 s -1.196
2022-11-21 21:17 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.074 s -1.185
2022-11-21 21:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.770 s -0.917
2022-11-21 21:16 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.621 s -1.388
2022-11-21 21:09 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.260 s -0.760
2022-11-21 21:23 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.548 s -0.960
2022-11-21 21:32 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.746 s -2.112
2022-11-21 21:31 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.444 s -0.918
2022-11-21 21:30 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.505 s 0.289
2022-11-21 21:31 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.550 s -1.600
2022-11-21 21:31 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.845 s -1.337
2022-11-21 21:31 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.965 s -0.488
2022-11-21 21:33 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.110 s -1.706
2022-11-21 21:43 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.358 s -0.898
2022-11-21 21:42 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.236 s -0.808
2022-11-21 21:43 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.316 s -0.852
2022-11-21 21:42 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.665 s -1.838
2022-11-21 21:43 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.241 s -0.574
2022-11-21 21:45 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.107 s -0.862
2022-11-21 21:44 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.395 s -0.365
2022-11-21 21:39 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 39.457 s -1.791
2022-11-21 21:43 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.272 s -0.992
2022-11-21 21:43 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.734 s -0.532