Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-09 21:52 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.904 s -1.028
2022-11-09 21:51 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.243 s -1.503
2022-11-09 21:51 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.328 s -1.371
2022-11-09 21:52 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.391 s -1.112
2022-11-09 21:56 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.418 s -0.849
2022-11-09 21:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.420 s -1.159
2022-11-09 21:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.410 s -0.281
2022-11-09 21:58 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.562 s -0.996
2022-11-09 21:58 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.919 s -0.658
2022-11-09 21:59 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.279 s -0.416
2022-11-09 21:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.330 s -0.554
2022-11-09 21:51 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.242 s -0.691
2022-11-09 21:52 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.350 s -0.824
2022-11-09 21:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.426 s -0.679
2022-11-09 21:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.333 s -0.149
2022-11-09 21:56 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 6.061 s -1.082
2022-11-09 22:05 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.330 s -0.994
2022-11-09 22:00 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.859 s -0.913
2022-11-09 22:07 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.341 s -0.363
2022-11-09 21:59 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.349 s -1.038
2022-11-09 22:06 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.301 s -0.328
2022-11-09 21:59 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.519 s -1.160
2022-11-09 22:06 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.321 s -0.335
2022-11-09 21:59 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.277 s -0.961
2022-11-09 22:00 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.380 s -0.574
2022-11-09 22:07 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.471 s -0.366
2022-11-09 21:59 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.385 s -0.472
2022-11-09 22:05 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.975 s -0.964
2022-11-09 22:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.237 s -0.531
2022-11-09 22:06 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.241 s -0.015
2022-11-09 22:11 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.280 s -1.031
2022-11-09 22:12 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.301 s -0.110
2022-11-09 22:11 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.576 s -0.304
2022-11-09 22:12 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.391 s -0.483
2022-11-09 22:12 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.307 s 0.054
2022-11-09 22:12 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.444 s -0.604
2022-11-09 22:13 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.380 s 0.181
2022-11-09 22:13 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.892 s -0.231
2022-11-09 22:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.194 s -0.359
2022-11-09 22:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.269 s -0.387
2022-11-09 22:17 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.907 s -0.191
2022-11-09 22:23 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.502 s -0.901
2022-11-09 22:19 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.223 s -0.116
2022-11-09 22:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.462 s -0.227
2022-11-09 22:25 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.922 s -0.307
2022-11-09 22:29 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.089 s -0.712
2022-11-09 22:25 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.422 s -0.369
2022-11-09 23:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.547 s -0.609
2022-11-09 22:18 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.351 s -0.633
2022-11-09 22:19 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.314 s -0.307
2022-11-09 22:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.415 s -0.242
2022-11-09 22:30 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.899 s -0.939
2022-11-09 22:30 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.472 s -0.223
2022-11-09 22:31 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.983 s -0.631
2022-11-09 22:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.195 s -0.462
2022-11-09 22:30 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.380 s 0.090
2022-11-09 22:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.336 s -0.090
2022-11-09 22:31 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.433 s -0.433
2022-11-09 22:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.340 s -0.941
2022-11-09 22:19 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.760 s -0.260
2022-11-09 22:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.466 s -0.150
2022-11-09 22:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.432 s -0.594
2022-11-09 22:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.330 s -0.051
2022-11-09 22:31 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.525 s -0.414
2022-11-09 23:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.338 s -0.394
2022-11-09 22:30 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.370 s 0.194
2022-11-09 22:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.338 s -0.696
2022-11-09 22:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.395 s 0.029
2022-11-09 22:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.377 s -1.698
2022-11-09 22:36 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.815 s -0.503
2022-11-09 22:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.227 s 0.093
2022-11-09 22:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.277 s -0.386
2022-11-09 23:13 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.903 s -0.919
2022-11-09 22:43 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.379 s -0.959
2022-11-09 22:50 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.185 s -0.880
2022-11-09 23:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.804 s -0.518
2022-11-09 23:05 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.495 s -2.278
2022-11-09 22:45 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.904 s -0.259
2022-11-09 22:44 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.695 s -0.309
2022-11-09 22:53 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.242 s -0.365
2022-11-09 22:59 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.577 s -0.192
2022-11-09 22:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.349 s -0.158
2022-11-09 22:52 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.077 s 0.485
2022-11-09 22:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.410 s -0.537
2022-11-09 23:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.323 s -0.463
2022-11-09 22:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.315 s 0.077
2022-11-09 22:38 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.521 s 0.340
2022-11-09 22:45 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.392 s -0.096
2022-11-09 22:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.249 s -0.213
2022-11-09 23:05 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.251 s -0.604
2022-11-09 23:06 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.557 s -0.368
2022-11-09 23:12 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.386 s -1.482
2022-11-09 22:44 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.369 s -0.068
2022-11-09 23:05 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.280 s -0.288
2022-11-09 22:38 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.064 s -0.524
2022-11-09 22:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.089 s -0.584
2022-11-09 23:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.507 s -0.527
2022-11-09 23:06 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.543 s -1.446
2022-11-09 23:13 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.293 s -0.257
2022-11-09 23:12 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.320 s -0.282
2022-11-09 22:44 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.296 s -0.133
2022-11-09 22:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.415 s -0.285
2022-11-09 22:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.509 s -0.505
2022-11-09 23:04 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.679 s -0.935
2022-11-09 22:45 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.303 s -0.083
2022-11-09 22:52 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.008 s 0.020
2022-11-09 23:10 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.291 s 0.323
2022-11-09 22:45 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.421 s -0.065
2022-11-09 22:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.697 s 0.229
2022-11-09 23:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.283 s -1.584
2022-11-09 23:12 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.244 s 0.025
2022-11-09 22:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.331 s -0.483
2022-11-09 23:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.398 s -0.199
2022-11-09 22:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.646 s -0.322
2022-11-09 23:01 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.226 s -0.890
2022-11-09 23:12 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s -0.181
2022-11-09 23:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.307 s -0.705
2022-11-09 23:12 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.756 s -2.883
2022-11-09 23:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.855 s -2.070
2022-11-09 23:25 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.918 s -0.374
2022-11-09 23:34 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.178 s -2.136
2022-11-09 23:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.320 s -1.051
2022-11-09 23:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 1.035 s -1.326
2022-11-09 23:43 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.363 s -0.667
2022-11-09 23:27 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.248 s -1.515
2022-11-09 23:20 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.692 s -9.364
2022-11-09 23:28 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.363 s -0.761
2022-11-09 23:29 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.901 s -2.529
2022-11-09 23:35 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.499 s -1.592
2022-11-09 23:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.240 s -0.762
2022-11-09 23:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.130 s -0.577
2022-11-09 23:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.351 s -0.733
2022-11-09 23:33 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.421 s -0.609
2022-11-09 23:43 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.598 s -2.198
2022-11-09 23:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.523 s -1.163
2022-11-09 23:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.398 s -0.225
2022-11-09 23:22 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.736 s -0.686
2022-11-09 23:35 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.413 s -1.739
2022-11-09 23:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.270 s -0.691
2022-11-09 23:28 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.258 s -0.351
2022-11-09 23:34 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.312 s -1.400
2022-11-09 23:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.419 s -1.196
2022-11-09 23:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.403 s -1.214
2022-11-09 23:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.260 s -0.511
2022-11-09 23:21 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.270 s -0.701
2022-11-09 23:21 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.567 s -1.673
2022-11-09 23:28 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.521 s -1.276
2022-11-09 23:21 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.321 s -0.520
2022-11-09 23:35 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.167 s -1.132
2022-11-09 23:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.309 s -0.519
2022-11-09 23:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.310 s -0.487
2022-11-09 23:27 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.825 s -0.780
2022-11-09 23:28 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.323 s -0.752
2022-11-09 23:40 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.553 s 1.488
2022-11-09 23:36 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.055 s -1.483
2022-11-09 23:42 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.814 s -2.021
2022-11-09 23:35 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.661 s -1.989
2022-11-09 23:43 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.360 s -1.276
2022-11-09 23:51 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 1.006 s -2.098
2022-11-09 23:48 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.928 s -1.621
2022-11-09 23:50 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.444 s -0.648
2022-11-09 23:52 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.097 s -1.623
2022-11-09 23:50 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.826 s -0.517
2022-11-09 23:50 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.543 s -0.742
2022-11-09 23:50 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.601 s -0.185
2022-11-09 23:51 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.669 s -3.251
2022-11-10 00:02 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.239 s -1.095
2022-11-09 23:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.662 s -0.135
2022-11-10 00:01 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.302 s -1.785
2022-11-10 00:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.086 s -0.620
2022-11-10 00:03 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.825 s -1.448
2022-11-10 00:02 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.242 s -0.758
2022-11-10 00:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.401 s -1.323
2022-11-10 00:02 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.321 s -1.091
2022-11-10 00:02 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.369 s -1.266
2022-11-10 00:02 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.269 s -0.568