Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-09 16:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.268 s -0.144
2022-11-09 17:19 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.369 s 0.325
2022-11-09 16:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.390 s -1.309
2022-11-09 16:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.242 s -0.604
2022-11-09 16:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.321 s 0.078
2022-11-09 16:45 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 6.313 s -2.727
2022-11-09 16:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.349 s -0.785
2022-11-09 16:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.934 s -2.027
2022-11-09 16:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.412 s -0.629
2022-11-09 16:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.341 s -0.586
2022-11-09 16:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.276 s -0.068
2022-11-09 16:44 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.410 s -0.447
2022-11-09 16:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.322 s -1.273
2022-11-09 16:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.884 s -1.673
2022-11-09 16:53 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.315 s -0.368
2022-11-09 16:54 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.307 s -0.734
2022-11-09 16:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.429 s -0.758
2022-11-09 16:48 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.394 s -0.922
2022-11-09 16:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.331 s 0.085
2022-11-09 16:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.907 s 0.230
2022-11-09 16:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.377 s -0.248
2022-11-09 16:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.234 s -0.692
2022-11-09 16:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.407 s 0.018
2022-11-09 16:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.563 s -1.002
2022-11-09 16:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.534 s -2.115
2022-11-09 16:55 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.339 s -0.118
2022-11-09 17:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.439 s -0.176
2022-11-09 17:07 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.322 s -0.796
2022-11-09 16:54 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.231 s 0.158
2022-11-09 17:07 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.194 s -0.204
2022-11-09 17:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.377 s 0.391
2022-11-09 16:54 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.240 s 0.157
2022-11-09 17:00 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.567 s 0.002
2022-11-09 17:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.295 s 0.305
2022-11-09 16:54 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.982 s -1.178
2022-11-09 16:54 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.320 s -0.285
2022-11-09 17:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.305 s 0.296
2022-11-09 17:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.934 s -1.382
2022-11-09 17:12 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.646 s -1.980
2022-11-09 16:55 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.488 s -1.075
2022-11-09 16:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.267 s -0.317
2022-11-09 17:07 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.275 s -0.784
2022-11-09 17:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.326 s 0.237
2022-11-09 17:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.417 s -0.256
2022-11-09 17:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.333 s 0.172
2022-11-09 17:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.387 s -0.144
2022-11-09 17:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.414 s 0.177
2022-11-09 17:06 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.897 s 0.403
2022-11-09 17:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.815 s -1.394
2022-11-09 17:06 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.345 s -0.655
2022-11-09 17:06 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.195 s -0.399
2022-11-09 17:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.226 s -0.363
2022-11-09 17:11 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.503 s -0.983
2022-11-09 17:13 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.972 s -1.660
2022-11-09 17:13 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.467 s -0.378
2022-11-09 17:19 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.523 s -0.170
2022-11-09 17:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.528 s 0.070
2022-11-09 17:18 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.073 s 0.132
2022-11-09 17:19 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.468 s 0.027
2022-11-09 17:19 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.376 s 0.347
2022-11-09 17:18 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.904 s -1.130
2022-11-09 17:20 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.420 s 0.283
2022-11-09 17:20 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 1.013 s -1.429
2022-11-09 17:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.909 s -10.645
2022-11-09 17:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.547 s -2.610
2022-11-09 17:34 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.392 s -0.013
2022-11-09 17:26 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.411 s -0.454
2022-11-09 17:25 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.811 s -0.127
2022-11-09 17:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s 0.044
2022-11-09 17:33 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.432 s -0.590
2022-11-09 17:26 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.470 s -0.254
2022-11-09 17:25 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.433 s -2.561
2022-11-09 17:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.345 s 0.184
2022-11-09 17:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.103 s -1.544
2022-11-09 17:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.244 s -0.456
2022-11-09 17:32 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.356 s 0.324
2022-11-09 17:34 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.967 s -1.852
2022-11-09 17:33 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.292 s 0.285
2022-11-09 17:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.078 s 0.473
2022-11-09 17:33 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.746 s -1.047
2022-11-09 17:39 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.181 s -0.446
2022-11-09 17:39 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.282 s -0.455
2022-11-09 17:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.170 s -1.506
2022-11-09 17:33 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.302 s 0.126
2022-11-09 17:33 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.374 s -0.267
2022-11-09 17:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.345 s -1.432
2022-11-09 17:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.338 s -0.690
2022-11-09 17:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.390 s 0.519
2022-11-09 17:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.645 s -0.021
2022-11-09 17:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.250 s -0.146
2022-11-09 17:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.277 s -0.160
2022-11-09 17:44 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.084 s -0.444
2022-11-09 17:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.432 s -1.183
2022-11-09 17:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.365 s -0.089
2022-11-09 17:48 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.569 s 0.229
2022-11-09 17:50 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.287 s -1.903
2022-11-09 17:50 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.307 s -0.645
2022-11-09 17:50 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.218 s 0.075
2022-11-09 17:50 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.391 s 0.449
2022-11-09 17:51 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.548 s -0.633
2022-11-09 17:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.647 s 0.516
2022-11-09 17:51 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.798 s 0.141
2022-11-09 17:51 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.390 s -1.917
2022-11-09 17:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.347 s -0.944
2022-11-09 17:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.451 s -0.758
2022-11-09 17:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.249 s -0.212
2022-11-09 17:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.280 s -0.040
2022-11-09 17:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.530 s -1.418
2022-11-09 18:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.292 s -0.007
2022-11-09 17:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.530 s -0.338
2022-11-09 17:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.556 s -0.137
2022-11-09 18:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.117 s 0.407
2022-11-09 18:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.549 s 0.375
2022-11-09 17:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.243 s 1.501
2022-11-09 18:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.374 s -0.674
2022-11-09 18:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.244 s 0.121
2022-11-09 18:06 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.663 s -2.265
2022-11-09 18:17 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.853 s -1.873
2022-11-09 18:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.929 s -1.563
2022-11-09 18:05 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.823 s 0.190
2022-11-09 18:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.240 s 0.304
2022-11-09 18:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.323 s -0.411
2022-11-09 18:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.397 s -0.017
2022-11-09 18:09 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.506 s -0.203
2022-11-09 18:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.263 s 0.062
2022-11-09 18:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.547 s -1.377
2022-11-09 18:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.258 s -0.156
2022-11-09 18:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.362 s -1.320
2022-11-09 18:14 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.915 s 0.010
2022-11-09 18:06 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.315 s -0.620
2022-11-09 18:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.399 s -1.056
2022-11-09 18:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 1.013 s -1.239
2022-11-09 18:06 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s 0.004
2022-11-09 18:06 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.266 s -0.091
2022-11-09 18:17 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.504 s 0.233
2022-11-09 18:10 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.701 s 0.400
2022-11-09 18:10 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.314 s 0.169
2022-11-09 18:16 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.369 s -1.097
2022-11-09 18:16 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.943 s -1.103
2022-11-09 18:16 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.319 s -0.518
2022-11-09 18:16 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.233 s 0.088
2022-11-09 18:16 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.253 s 0.189
2022-11-09 18:22 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.369 s 0.632
2022-11-09 18:23 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.153 s -0.798
2022-11-09 18:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.308 s -1.029
2022-11-09 18:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.409 s -1.795
2022-11-09 18:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.498 s -1.521
2022-11-09 18:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.648 s -2.053
2022-11-09 18:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.146 s 0.653
2022-11-09 18:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.046 s -0.903
2022-11-09 18:40 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.556 s -0.412
2022-11-09 18:51 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.265 s -0.021
2022-11-09 18:32 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.354 s 0.151
2022-11-09 18:39 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.810 s 0.429
2022-11-09 18:50 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.238 s -0.161
2022-11-09 18:30 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.631 s 0.414
2022-11-09 18:40 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.001 s 0.315
2022-11-09 18:28 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.634 s 0.354
2022-11-09 18:31 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.306 s 0.007
2022-11-09 18:32 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.343 s -0.218
2022-11-09 18:36 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.915 s -0.453
2022-11-09 18:31 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.564 s -1.197
2022-11-09 18:30 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.304 s 0.049
2022-11-09 18:38 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.752 s -1.117
2022-11-09 18:31 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.408 s -0.508
2022-11-09 18:39 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.973 s -0.515
2022-11-09 18:51 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.828 s -1.821
2022-11-09 18:53 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.090 s -1.143
2022-11-09 18:39 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.546 s -0.585
2022-11-09 18:50 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.790 s -0.051
2022-11-09 18:47 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.749 s -0.509
2022-11-09 18:38 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.433 s 0.118
2022-11-09 18:50 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.230 s 0.057
2022-11-09 18:52 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.390 s 0.235
2022-11-09 18:51 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.365 s -1.111
2022-11-09 18:50 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.316 s -0.742