Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-13 15:57 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.231 s -0.126
2023-01-13 15:58 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.294 s 0.308
2023-01-13 15:58 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.238 s -0.106
2023-01-13 15:58 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.358 s 0.127
2023-01-13 16:14 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.779 s -0.333
2023-01-13 16:20 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.304 s -0.490
2023-01-13 16:11 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.434 s -3.775
2023-01-13 16:13 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.287 s -2.035
2023-01-13 16:10 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.476 s 0.303
2023-01-13 16:10 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.346 s -3.760
2023-01-13 16:00 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.795 s 0.127
2023-01-13 16:26 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.317 s -4.061
2023-01-13 16:33 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.260 s 0.382
2023-01-13 16:11 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.428 s -1.403
2023-01-13 16:13 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.279 s -2.269
2023-01-13 15:59 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.348 s -0.820
2023-01-13 16:11 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.563 s -2.138
2023-01-13 16:21 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.454 s 0.017
2023-01-13 16:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.117 s -2.908
2023-01-13 16:14 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.373 s -0.113
2023-01-13 16:12 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.984 s -6.617
2023-01-13 16:26 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.322 s -3.005
2023-01-13 16:09 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.443 s -3.052
2023-01-13 16:26 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.326 s -2.073
2023-01-13 16:27 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.408 s -2.396
2023-01-13 16:13 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.329 s -0.183
2023-01-13 16:20 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.259 s -2.348
2023-01-13 16:21 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.316 s -0.147
2023-01-13 16:34 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.231 s -1.741
2023-01-13 16:11 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.407 s -0.998
2023-01-13 16:11 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.355 s -3.568
2023-01-13 16:26 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.602 s -1.914
2023-01-13 16:27 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.448 s -1.262
2023-01-13 16:13 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.462 s -1.621
2023-01-13 16:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.202 s -1.464
2023-01-13 16:14 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.388 s -2.409
2023-01-13 16:20 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.373 s 0.203
2023-01-13 16:38 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.423 s -0.693
2023-01-13 16:20 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.250 s -1.814
2023-01-13 16:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.959 s -5.302
2023-01-13 16:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.200 s -1.187
2023-01-13 16:21 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.360 s -2.932
2023-01-13 16:26 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.402 s -1.545
2023-01-13 16:19 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.338 s -2.755
2023-01-13 16:39 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.446 s -2.486
2023-01-13 16:27 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.854 s -0.531
2023-01-13 16:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.696 s 0.056
2023-01-13 16:38 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.361 s -2.386
2023-01-13 16:46 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.453 s -2.262
2023-01-13 16:38 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.354 s -2.401
2023-01-13 16:39 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.909 s -1.964
2023-01-13 16:39 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.477 s -1.350
2023-01-13 16:33 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.304 s 0.184
2023-01-13 16:37 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.525 s -2.651
2023-01-13 16:38 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.044 s -2.300
2023-01-13 16:44 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.120 s -3.181
2023-01-13 16:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.634 s -1.984
2023-01-13 16:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.402 s -2.343
2023-01-13 16:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.409 s -2.070
2023-01-13 16:45 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.487 s -1.050
2023-01-13 16:45 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.532 s -0.894
2023-01-13 16:46 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.925 s -0.290
2023-01-13 16:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.843 s -2.800
2023-01-13 16:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.417 s -8.360
2023-01-13 16:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.331 s -1.582
2023-01-13 16:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.404 s -0.321
2023-01-13 16:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.364 s -2.017
2023-01-13 16:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.467 s -0.564
2023-01-13 16:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.547 s -1.651
2023-01-13 16:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.000 s 0.159
2023-01-13 16:59 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.377 s -0.751
2023-01-13 17:06 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.405 s -0.100
2023-01-13 17:05 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.256 s -0.857
2023-01-13 17:09 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.684 s -3.682
2023-01-13 17:00 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.408 s -2.067
2023-01-13 16:59 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.311 s -1.950
2023-01-13 16:58 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.552 s -1.932
2023-01-13 17:07 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.121 s -1.870
2023-01-13 17:16 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.300 s -0.137
2023-01-13 16:59 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.321 s -2.446
2023-01-13 17:05 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.332 s -0.312
2023-01-13 17:16 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.553 s -1.177
2023-01-13 17:17 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.302 s -1.155
2023-01-13 17:19 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.262 s -1.166
2023-01-13 17:32 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.239 s -0.455
2023-01-13 16:59 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.430 s -0.906
2023-01-13 17:06 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.003 s -1.047
2023-01-13 17:08 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.842 s -4.685
2023-01-13 16:58 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.447 s -4.627
2023-01-13 17:00 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.871 s -0.821
2023-01-13 17:26 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.264 s -3.225
2023-01-13 17:06 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.405 s -0.761
2023-01-13 17:08 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.250 s -0.888
2023-01-13 17:08 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.385 s -1.986
2023-01-13 17:20 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.472 s 0.791
2023-01-13 17:27 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.820 s -0.804
2023-01-13 17:05 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.281 s -0.751
2023-01-13 17:19 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.344 s -0.307
2023-01-13 17:27 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.373 s -0.770
2023-01-13 17:16 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.412 s -1.767
2023-01-13 17:17 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.852 s -4.084
2023-01-13 17:24 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.532 s -5.188
2023-01-13 17:04 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.211 s -3.048
2023-01-13 17:08 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.321 s 0.491
2023-01-13 17:09 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.112 s -2.251
2023-01-13 17:05 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.128 s -2.825
2023-01-13 17:16 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.585 s -5.084
2023-01-13 17:19 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.860 s -4.778
2023-01-13 17:21 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.561 s -1.954
2023-01-13 17:32 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.268 s -0.403
2023-01-13 17:08 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.501 s -0.529
2023-01-13 17:14 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.826 s -6.830
2023-01-13 17:18 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.986 s -4.973
2023-01-13 17:27 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.312 s -2.260
2023-01-13 17:32 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.397 s -0.895
2023-01-13 17:16 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.227 s -0.710
2023-01-13 17:20 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.603 s -4.003
2023-01-13 17:26 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.321 s -0.208
2023-01-13 17:27 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.268 s -3.092
2023-01-13 17:33 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.848 s 0.790
2023-01-13 17:26 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.977 s -4.063
2023-01-13 17:31 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.911 s -4.513
2023-01-13 17:20 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.300 s -1.996
2023-01-13 17:31 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.134 s -3.757
2023-01-13 17:32 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.374 s 0.519
2023-01-13 17:33 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.194 s -3.432
2023-01-13 17:32 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.304 s 0.399
2023-01-13 17:35 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.341 s -0.067
2023-01-13 17:34 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.266 s -1.378
2023-01-13 17:34 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.653 s -4.015
2023-01-13 17:35 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.273 s -1.206
2023-01-13 17:35 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.501 s -0.456
2023-01-13 17:36 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.754 s -2.520
2023-01-13 17:35 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.330 s -1.804
2023-01-13 17:39 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.953 s -4.531
2023-01-13 17:42 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.565 s -3.159
2023-01-13 17:48 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.399 s -0.007
2023-01-13 17:42 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.307 s 0.306
2023-01-13 17:42 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.259 s -0.792
2023-01-13 17:42 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.344 s 0.262
2023-01-13 17:49 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.610 s -0.559
2023-01-13 17:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.617 s -2.711
2023-01-13 17:41 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.242 s -1.849
2023-01-13 17:49 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.330 s -5.283
2023-01-13 17:43 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.784 s -1.435
2023-01-13 17:48 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.324 s -1.857
2023-01-13 17:47 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.958 s -3.431
2023-01-13 17:49 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.532 s -3.038
2023-01-13 17:50 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.165 s -3.870
2023-01-13 17:48 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.335 s -5.586
2023-01-13 17:54 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 9.596 s -5.030
2023-01-13 17:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.323 s -3.352
2023-01-13 17:56 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 31.492 s -5.698
2023-01-13 17:56 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.531 s -0.363
2023-01-13 17:56 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.409 s -0.754
2023-01-13 17:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.318 s -1.900
2023-01-13 17:57 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.369 s -2.162
2023-01-13 17:57 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.397 s -1.530
2023-01-13 18:01 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.934 s -1.569
2023-01-13 18:04 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.478 s -2.914
2023-01-13 18:04 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.933 s -2.868
2023-01-13 18:05 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.949 s -2.919
2023-01-13 18:04 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 1.002 s -1.348
2023-01-13 18:04 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.890 s -2.501
2023-01-13 18:06 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.213 s -2.795
2023-01-13 18:04 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.548 s -0.726
2023-01-13 18:18 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.133 s -2.677
2023-01-13 18:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.338 s 0.759
2023-01-13 18:16 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 56.823 s -3.780
2023-01-13 18:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 42.893 s -2.910
2023-01-13 18:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.246 s -1.007
2023-01-13 18:17 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.276 s -1.031
2023-01-13 18:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.307 s 0.028
2023-01-13 18:18 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.414 s -2.837
2023-01-13 18:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.241 s -1.126
2023-01-13 18:17 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.702 s 0.577