Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-15 13:29 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.329 s -1.940
2023-01-15 13:45 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.368 s -2.684
2023-01-15 13:45 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.419 s -2.978
2023-01-15 13:29 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.392 s -1.579
2023-01-15 13:29 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.254 s -1.341
2023-01-15 13:31 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.360 s -1.466
2023-01-15 13:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.572 s 0.226
2023-01-15 13:44 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 1.008 s -5.941
2023-01-15 13:29 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.257 s -2.347
2023-01-15 13:51 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.377 s -4.005
2023-01-15 13:31 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.839 s -0.817
2023-01-15 13:44 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.297 s -3.806
2023-01-15 13:45 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.305 s -3.781
2023-01-15 13:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.359 s -4.490
2023-01-15 13:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.471 s -2.302
2023-01-15 13:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.363 s -4.030
2023-01-15 13:46 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.895 s -4.473
2023-01-15 13:53 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.528 s -4.296
2023-01-15 13:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.457 s -3.368
2023-01-15 13:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.447 s -4.289
2023-01-15 13:44 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.542 s -3.168
2023-01-15 13:46 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.410 s -4.328
2023-01-15 13:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.438 s -2.339
2023-01-15 13:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.440 s -3.128
2023-01-15 13:43 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.584 s -2.999
2023-01-15 13:52 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.338 s -3.191
2023-01-15 14:04 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.972 s -4.199
2023-01-15 14:05 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.214 s -3.707
2023-01-15 14:10 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.477 s -8.042
2023-01-15 13:51 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.422 s 0.179
2023-01-15 13:52 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.269 s -3.456
2023-01-15 13:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.308 s -1.845
2023-01-15 13:58 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.323 s -2.897
2023-01-15 13:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.332 s -2.728
2023-01-15 13:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.419 s -3.148
2023-01-15 13:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.626 s -1.072
2023-01-15 14:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.943 s -3.586
2023-01-15 14:05 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.215 s -3.986
2023-01-15 14:06 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.243 s -3.658
2023-01-15 14:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.440 s -1.874
2023-01-15 14:23 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.848 s -2.299
2023-01-15 13:52 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.264 s -4.016
2023-01-15 13:58 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.416 s -2.431
2023-01-15 14:11 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.449 s -2.532
2023-01-15 13:52 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.354 s -3.087
2023-01-15 14:05 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.202 s -3.599
2023-01-15 13:53 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.370 s -3.922
2023-01-15 14:06 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.818 s -4.816
2023-01-15 14:05 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.301 s -3.553
2023-01-15 14:05 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.341 s -3.263
2023-01-15 14:10 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.530 s -2.259
2023-01-15 14:11 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.360 s -2.137
2023-01-15 14:16 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.126 s -3.006
2023-01-15 14:18 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.530 s -3.678
2023-01-15 14:11 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.352 s -1.998
2023-01-15 14:17 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.672 s -2.184
2023-01-15 14:24 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.108 s -1.639
2023-01-15 14:11 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.498 s -2.733
2023-01-15 14:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.970 s -3.823
2023-01-15 14:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.550 s -1.723
2023-01-15 14:31 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.509 s -6.185
2023-01-15 14:17 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.417 s -3.336
2023-01-15 14:18 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.423 s -3.100
2023-01-15 14:19 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 1.060 s -5.929
2023-01-15 14:24 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.430 s -2.095
2023-01-15 14:18 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.584 s -3.885
2023-01-15 14:24 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.330 s -1.504
2023-01-15 14:32 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.695 s -3.867
2023-01-15 14:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.495 s -2.321
2023-01-15 14:19 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.469 s -3.433
2023-01-15 14:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.363 s -1.681
2023-01-15 14:26 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.183 s -7.740
2023-01-15 14:32 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.334 s -4.940
2023-01-15 14:32 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.426 s -4.590
2023-01-15 14:32 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.346 s -5.686
2023-01-15 14:33 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.482 s -4.670
2023-01-15 14:33 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 1.010 s -5.973
2023-01-15 14:33 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.434 s -5.507
2023-01-15 14:38 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.215 s -3.356
2023-01-15 14:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.412 s -1.464
2023-01-15 14:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.362 s -2.648
2023-01-15 14:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.297 s -2.680
2023-01-15 14:38 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.239 s -3.199
2023-01-15 14:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.264 s -2.073
2023-01-15 14:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.444 s -2.550
2023-01-15 14:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.146 s -2.613
2023-01-15 14:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.110 s -1.294
2023-01-15 14:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.258 s -1.924
2023-01-15 14:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.836 s -1.546
2023-01-15 14:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.355 s -2.211
2023-01-15 14:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.398 s -3.001
2023-01-15 14:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.555 s -3.835
2023-01-15 14:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.687 s -2.786
2023-01-15 14:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.156 s -3.411
2023-01-15 14:47 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.801 s -3.008
2023-01-15 14:50 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.238 s -2.609
2023-01-15 14:49 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.708 s -3.751
2023-01-15 14:50 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.340 s -3.310
2023-01-15 14:50 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.424 s -2.920
2023-01-15 14:50 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.605 s -4.271
2023-01-15 14:51 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.858 s -3.533
2023-01-15 14:51 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.457 s -4.802
2023-01-15 14:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.959 s -3.036
2023-01-15 14:53 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.273 s -2.300
2023-01-15 14:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.724 s -2.235
2023-01-15 14:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.373 s -2.623
2023-01-15 14:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.308 s -2.824
2023-01-15 14:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.552 s -2.970
2023-01-15 14:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.605 s -3.532
2023-01-15 14:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.591 s -3.066
2023-01-15 14:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.436 s -1.826
2023-01-15 15:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.968 s -3.015
2023-01-15 15:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.270 s -3.816
2023-01-15 15:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.362 s -3.648
2023-01-15 15:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.271 s -3.394
2023-01-15 15:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.404 s -3.295
2023-01-15 15:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.319 s -3.197
2023-01-15 15:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.927 s -3.818
2023-01-15 15:06 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.901 s -2.986
2023-01-15 15:06 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.251 s -2.271
2023-01-15 15:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.336 s -2.275
2023-01-15 15:06 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.521 s -5.930
2023-01-15 15:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.285 s -2.954
2023-01-15 15:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.426 s -3.612
2023-01-15 15:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.412 s -3.246
2023-01-15 15:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 1.071 s -4.447
2023-01-15 15:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.220 s -4.086
2023-01-15 15:09 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.646 s -2.687
2023-01-15 15:10 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.375 s -2.682
2023-01-15 15:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.282 s -3.788
2023-01-15 15:10 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.284 s -2.754
2023-01-15 15:10 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.540 s -1.658
2023-01-15 15:11 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.333 s -2.181
2023-01-15 15:11 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.776 s -2.030
2023-01-15 15:15 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.941 s -2.087
2023-01-15 15:17 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.446 s -0.811
2023-01-15 15:17 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.246 s -2.202
2023-01-15 15:17 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.330 s -1.800
2023-01-15 15:17 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.264 s -1.629
2023-01-15 15:17 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.385 s -1.872
2023-01-15 15:18 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.552 s -2.237
2023-01-15 15:18 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.925 s -7.500
2023-01-15 15:23 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.867 s -2.472
2023-01-15 15:24 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.343 s -2.714
2023-01-15 15:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.335 s -3.377
2023-01-15 15:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.435 s -2.512
2023-01-15 15:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.525 s -2.234
2023-01-15 15:25 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.654 s -2.501
2023-01-15 15:25 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.230 s -1.767
2023-01-15 15:26 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.289 s -6.392
2023-01-15 15:30 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 9.043 s -1.356
2023-01-15 15:32 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.316 s -1.958
2023-01-15 15:32 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 31.139 s -2.245
2023-01-15 15:32 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.437 s -3.056
2023-01-15 15:32 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.319 s -1.935
2023-01-15 15:32 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.590 s -3.284
2023-01-15 15:33 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.371 s -2.184
2023-01-15 15:33 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.391 s -1.313
2023-01-15 15:38 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.947 s -2.658
2023-01-15 15:40 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 37.306 s -4.317
2023-01-15 15:40 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.495 s -5.016
2023-01-15 15:40 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.600 s -4.436
2023-01-15 15:40 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.926 s -4.890
2023-01-15 15:41 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 1.071 s -4.237
2023-01-15 15:42 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 4.051 s -4.048
2023-01-15 15:42 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.269 s -4.008
2023-01-15 15:49 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 43.751 s -4.685
2023-01-15 15:52 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 58.432 s -5.893
2023-01-15 15:52 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.260 s -4.490
2023-01-15 15:53 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.350 s -3.657
2023-01-15 15:53 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.269 s -4.551
2023-01-15 15:53 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.401 s -4.440
2023-01-15 15:53 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.300 s -4.821
2023-01-15 15:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.946 s -7.021
2023-01-15 15:55 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.439 s -5.091
2023-01-15 15:55 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.235 s -4.240