Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-13 19:03 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.348 s -2.456
2023-01-13 19:06 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.292 s -2.434
2023-01-13 18:58 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.376 s -0.720
2023-01-13 19:04 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.431 s -3.175
2023-01-13 18:58 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.307 s -0.503
2023-01-13 19:11 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.364 s -4.637
2023-01-13 18:58 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.362 s -1.724
2023-01-13 18:57 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.248 s -1.674
2023-01-13 18:58 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.253 s -1.292
2023-01-13 19:12 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.247 s -1.900
2023-01-13 19:03 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.339 s -2.428
2023-01-13 19:18 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.453 s -1.666
2023-01-13 19:05 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.340 s -0.750
2023-01-13 19:11 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.799 s -1.495
2023-01-13 18:59 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.850 s -1.241
2023-01-13 19:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.973 s -5.994
2023-01-13 19:06 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.393 s -2.737
2023-01-13 19:12 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.298 s 0.126
2023-01-13 19:12 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.315 s 0.009
2023-01-13 19:23 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.953 s -5.223
2023-01-13 19:25 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.198 s -0.545
2023-01-13 19:03 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 6.266 s -2.817
2023-01-13 19:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.519 s -2.960
2023-01-13 19:06 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.791 s -0.711
2023-01-13 19:02 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.426 s -2.093
2023-01-13 19:04 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.431 s -1.539
2023-01-13 19:17 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.331 s -5.767
2023-01-13 19:18 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.315 s -2.253
2023-01-13 19:18 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.328 s -2.624
2023-01-13 19:19 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.868 s -1.140
2023-01-13 19:12 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.255 s -1.468
2023-01-13 19:19 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.411 s -2.743
2023-01-13 19:13 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.352 s -1.571
2023-01-13 19:18 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.600 s -2.037
2023-01-13 19:18 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.396 s -1.025
2023-01-13 19:24 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.198 s -0.646
2023-01-13 19:24 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.257 s 0.740
2023-01-13 19:04 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.564 s -1.930
2023-01-13 19:25 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.227 s -0.598
2023-01-13 19:03 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.412 s -1.170
2023-01-13 19:29 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.046 s -2.109
2023-01-13 19:13 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.442 s 0.920
2023-01-13 19:25 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.686 s 0.680
2023-01-13 19:06 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.389 s -1.125
2023-01-13 19:05 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.283 s -2.281
2023-01-13 19:30 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.353 s -1.525
2023-01-13 19:30 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.463 s -0.305
2023-01-13 19:24 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.259 s -7.219
2023-01-13 19:31 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.438 s -1.806
2023-01-13 19:25 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.299 s 0.697
2023-01-13 19:29 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.523 s -2.212
2023-01-13 19:31 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.890 s -0.874
2023-01-13 19:30 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.418 s -0.252
2023-01-13 19:30 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.346 s -1.441
2023-01-13 19:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.129 s -4.326
2023-01-13 19:36 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.403 s -2.576
2023-01-13 19:36 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.666 s -2.478
2023-01-13 19:36 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.490 s -1.258
2023-01-13 19:37 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.413 s -2.755
2023-01-13 19:37 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.455 s -2.717
2023-01-13 19:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.540 s -1.455
2023-01-13 19:42 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.860 s -4.256
2023-01-13 19:43 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.134 s -2.671
2023-01-13 19:38 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.932 s -0.585
2023-01-13 19:43 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.329 s -1.622
2023-01-13 19:43 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.404 s -0.280
2023-01-13 19:43 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.360 s -1.539
2023-01-13 19:44 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.465 s -0.367
2023-01-13 19:44 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.554 s -2.498
2023-01-13 19:44 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.007 s -0.160
2023-01-13 19:51 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.314 s -1.358
2023-01-13 19:50 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.305 s -1.172
2023-01-13 19:50 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.371 s -0.090
2023-01-13 19:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.599 s -2.649
2023-01-13 19:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.858 s -0.110
2023-01-13 19:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.423 s -0.180
2023-01-13 19:49 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.434 s -4.533
2023-01-13 19:51 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.402 s -1.494
2023-01-13 19:56 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.219 s -4.134
2023-01-13 19:57 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.329 s 0.139
2023-01-13 19:57 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.161 s -3.401
2023-01-13 19:57 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.258 s -1.209
2023-01-13 19:57 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.285 s -1.194
2023-01-13 19:58 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.412 s -1.595
2023-01-13 19:57 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.403 s 0.177
2023-01-13 19:58 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.962 s -0.123
2023-01-13 19:58 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.150 s -3.751
2023-01-13 19:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.891 s -6.299
2023-01-13 19:59 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.249 s -0.585
2023-01-13 19:59 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.319 s 0.739
2023-01-13 20:00 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.500 s -0.316
2023-01-13 20:00 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.390 s -2.497
2023-01-13 20:00 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.686 s -4.068
2023-01-13 20:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.172 s -5.984
2023-01-13 20:05 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.882 s -9.545
2023-01-13 20:07 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.658 s -5.533
2023-01-13 20:08 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.301 s -0.182
2023-01-13 20:07 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.222 s 0.390
2023-01-13 20:08 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.408 s -1.267
2023-01-13 20:08 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.546 s -0.593
2023-01-13 20:08 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.846 s -3.706
2023-01-13 20:08 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.291 s -0.609
2023-01-13 20:10 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.024 s -6.543
2023-01-13 20:11 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.260 s -0.534
2023-01-13 20:11 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.895 s -6.040
2023-01-13 20:11 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.337 s 0.442
2023-01-13 20:11 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.484 s 0.281
2023-01-13 20:11 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.299 s -1.664
2023-01-13 20:12 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.600 s -4.143
2023-01-13 20:12 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.596 s -4.633
2023-01-13 20:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.436 s -2.702
2023-01-13 20:18 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.320 s -0.028
2023-01-13 20:18 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.255 s -1.293
2023-01-13 20:18 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.996 s -4.798
2023-01-13 20:18 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.258 s -1.202
2023-01-13 20:19 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.821 s -0.637
2023-01-13 20:18 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.357 s 0.796
2023-01-13 20:19 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.310 s -1.798
2023-01-13 20:23 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.123 s -3.504
2023-01-13 20:23 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.902 s -3.873
2023-01-13 20:24 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.371 s 0.810
2023-01-13 20:23 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.233 s 0.675
2023-01-13 20:23 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.296 s 1.108
2023-01-13 20:24 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.830 s 1.421
2023-01-13 20:24 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.264 s 0.254
2023-01-13 20:24 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.396 s -0.731
2023-01-13 20:25 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.195 s -3.949
2023-01-13 20:26 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.630 s -3.826
2023-01-13 20:26 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.269 s -0.392
2023-01-13 20:27 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.322 s -0.423
2023-01-13 20:26 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.263 s -0.760
2023-01-13 20:26 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.339 s 0.198
2023-01-13 20:27 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.500 s -0.207
2023-01-13 20:27 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.730 s -1.223
2023-01-13 20:31 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.945 s -3.662
2023-01-13 20:33 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.235 s -0.286
2023-01-13 20:33 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.256 s -0.237
2023-01-13 20:33 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.833 s -4.254
2023-01-13 20:33 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.299 s 1.147
2023-01-13 20:34 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.336 s 1.059
2023-01-13 20:34 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.555 s -2.884
2023-01-13 20:34 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.794 s -2.106
2023-01-13 20:39 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.903 s -3.343
2023-01-13 20:40 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.328 s -5.274
2023-01-13 20:40 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.324 s -1.834
2023-01-13 20:40 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.401 s -0.104
2023-01-13 20:40 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.531 s -3.360
2023-01-13 20:41 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.598 s 0.118
2023-01-13 20:41 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.305 s -5.130
2023-01-13 20:41 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.202 s -5.279
2023-01-13 20:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 9.700 s -6.167
2023-01-13 20:47 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.309 s -1.015
2023-01-13 20:48 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.401 s -0.024
2023-01-13 20:47 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 31.484 s -6.631
2023-01-13 20:48 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.313 s -1.064
2023-01-13 20:48 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.517 s 0.596
2023-01-13 20:49 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.357 s -0.285
2023-01-13 20:49 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.356 s -0.251
2023-01-13 20:53 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.926 s -1.221
2023-01-13 20:55 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.972 s -2.975
2023-01-13 20:55 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.463 s -1.714
2023-01-13 20:56 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 1.001 s -1.618
2023-01-13 20:56 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.543 s -0.383
2023-01-13 20:57 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.191 s -3.539
2023-01-13 20:56 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.880 s -2.988
2023-01-13 20:57 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.949 s -3.742
2023-01-13 21:04 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 42.908 s -4.254
2023-01-13 21:08 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.238 s 0.605
2023-01-13 21:09 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.410 s -1.929
2023-01-13 21:08 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.298 s 1.034
2023-01-13 21:08 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.336 s 1.056
2023-01-13 21:10 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.164 s -4.451
2023-01-13 21:07 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 57.149 s -4.919
2023-01-13 21:08 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.688 s 1.250
2023-01-13 21:07 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.234 s 0.214
2023-01-13 21:08 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.270 s 0.147