Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 11:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.842 s -1.371
2022-11-15 12:04 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.232 s 0.064
2022-11-15 11:51 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.867 s -1.621
2022-11-15 12:03 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.318 s -1.224
2022-11-15 11:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.340 s -0.947
2022-11-15 11:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.427 s -1.277
2022-11-15 11:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.457 s -1.207
2022-11-15 11:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.279 s -0.816
2022-11-15 11:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.343 s -1.240
2022-11-15 11:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.409 s -0.333
2022-11-15 12:04 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.814 s -1.049
2022-11-15 12:04 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.298 s -0.225
2022-11-15 12:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.316 s -0.341
2022-11-15 11:50 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.310 s -0.998
2022-11-15 11:51 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.349 s -0.982
2022-11-15 11:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.386 s 0.178
2022-11-15 11:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.546 s -0.761
2022-11-15 11:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.329 s -0.597
2022-11-15 11:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.273 s -0.892
2022-11-15 11:59 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.381 s -1.068
2022-11-15 11:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.409 s -0.998
2022-11-15 11:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.385 s -1.162
2022-11-15 12:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.454 s -0.189
2022-11-15 11:50 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.234 s -0.814
2022-11-15 11:50 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.243 s -0.761
2022-11-15 11:50 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.378 s -1.153
2022-11-15 11:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.911 s -0.116
2022-11-15 11:59 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.804 s -1.294
2022-11-15 12:04 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.244 s -0.385
2022-11-15 12:29 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.388 s -0.294
2022-11-15 12:30 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.435 s -0.767
2022-11-15 12:11 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.314 s -0.573
2022-11-15 12:16 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.091 s 0.042
2022-11-15 12:11 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.384 s -0.068
2022-11-15 12:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.198 s -0.713
2022-11-15 12:28 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.079 s -0.210
2022-11-15 12:30 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.954 s -1.313
2022-11-15 12:34 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.797 s 0.398
2022-11-15 12:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.342 s -0.563
2022-11-15 12:17 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.266 s -0.286
2022-11-15 12:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.251 s -0.346
2022-11-15 12:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.109 s -1.272
2022-11-15 12:53 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.653 s -0.499
2022-11-15 12:10 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.271 s -0.909
2022-11-15 12:10 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.551 s 0.423
2022-11-15 12:10 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.301 s -0.111
2022-11-15 12:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.339 s -0.110
2022-11-15 12:42 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.467 s 0.070
2022-11-15 12:44 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.398 s -0.577
2022-11-15 12:44 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.866 s -0.616
2022-11-15 12:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.430 s -0.082
2022-11-15 12:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.855 s -0.324
2022-11-15 12:10 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.381 s 0.029
2022-11-15 12:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.334 s -0.181
2022-11-15 12:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.419 s -0.082
2022-11-15 12:35 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.322 s -0.493
2022-11-15 12:29 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.519 s -0.438
2022-11-15 12:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.327 s -0.335
2022-11-15 12:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.580 s -0.102
2022-11-15 13:03 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.281 s -0.083
2022-11-15 13:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.548 s 0.109
2022-11-15 12:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.198 s -0.750
2022-11-15 12:16 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.895 s 0.490
2022-11-15 12:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.223 s -0.299
2022-11-15 12:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.721 s -0.811
2022-11-15 12:17 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.305 s -0.186
2022-11-15 12:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.082 s -0.983
2022-11-15 12:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.695 s -0.219
2022-11-15 12:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.527 s 0.068
2022-11-15 13:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.399 s -0.193
2022-11-15 13:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.488 s -0.575
2022-11-15 13:10 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.592 s -0.440
2022-11-15 13:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.117 s 0.165
2022-11-15 12:21 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.497 s 0.139
2022-11-15 12:28 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.378 s 0.010
2022-11-15 12:23 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.458 s -0.153
2022-11-15 12:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.018 s -0.605
2022-11-15 12:41 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.353 s 0.100
2022-11-15 12:43 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.314 s -1.119
2022-11-15 12:43 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.417 s 0.021
2022-11-15 13:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.482 s 0.488
2022-11-15 12:22 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.413 s -0.189
2022-11-15 12:23 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.881 s -0.368
2022-11-15 13:03 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.337 s -0.486
2022-11-15 13:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.505 s -1.016
2022-11-15 12:49 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.325 s 0.074
2022-11-15 13:10 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.247 s -0.600
2022-11-15 13:16 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.268 s -0.450
2022-11-15 12:28 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.626 s -0.165
2022-11-15 12:43 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.372 s -0.390
2022-11-15 12:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.501 s -0.502
2022-11-15 13:03 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.248 s -0.150
2022-11-15 13:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.515 s 0.305
2022-11-15 13:11 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.298 s -0.639
2022-11-15 12:29 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.470 s -0.207
2022-11-15 12:35 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.222 s -2.199
2022-11-15 12:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.045 s -1.747
2022-11-15 12:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.079 s 0.077
2022-11-15 13:01 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.299 s -1.328
2022-11-15 13:16 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.395 s -0.032
2022-11-15 12:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.399 s -0.106
2022-11-15 12:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.465 s -0.465
2022-11-15 12:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.368 s -0.035
2022-11-15 13:03 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.414 s 0.332
2022-11-15 13:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.083 s -0.526
2022-11-15 13:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.260 s -0.543
2022-11-15 12:59 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.219 s -0.594
2022-11-15 13:08 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.328 s -0.622
2022-11-15 12:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.346 s 0.118
2022-11-15 12:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.250 s -1.007
2022-11-15 13:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.801 s -0.153
2022-11-15 12:42 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.302 s -0.621
2022-11-15 12:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.168 s 0.001
2022-11-15 12:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.412 s -0.663
2022-11-15 13:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.224 s -0.437
2022-11-15 13:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.301 s -0.555
2022-11-15 13:10 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.250 s -0.600
2022-11-15 12:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.398 s -0.202
2022-11-15 13:16 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.311 s -0.322
2022-11-15 13:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.321 s -0.471
2022-11-15 12:48 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.175 s -0.254
2022-11-15 12:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.272 s 0.395
2022-11-15 13:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.660 s -0.167
2022-11-15 13:10 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.317 s -0.279
2022-11-15 13:11 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.836 s -1.209
2022-11-15 13:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.607 s -5.082
2022-11-15 13:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.828 s 0.211
2022-11-15 13:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.720 s -0.617
2022-11-15 13:10 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.369 s -0.798
2022-11-15 13:16 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.382 s -0.359
2022-11-15 13:16 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.902 s -0.768
2022-11-15 13:15 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.238 s -0.453
2022-11-15 13:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.267 s -0.410
2022-11-15 13:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.341 s -0.298
2022-11-15 13:23 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.919 s -0.304
2022-11-15 13:25 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.612 s -1.995
2022-11-15 13:25 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.309 s -0.060
2022-11-15 13:25 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.237 s -0.533
2022-11-15 13:26 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.351 s -0.416
2022-11-15 13:25 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.256 s -0.195
2022-11-15 13:26 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.762 s -0.727
2022-11-15 13:26 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.506 s 0.111
2022-11-15 13:32 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.393 s -0.188
2022-11-15 13:39 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.313 s -0.924
2022-11-15 13:40 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.412 s -0.924
2022-11-15 13:49 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.061 s -1.070
2022-11-15 13:33 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.604 s -0.712
2022-11-15 13:41 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.361 s -0.484
2022-11-15 13:32 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.310 s -0.403
2022-11-15 13:37 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.593 s -0.057
2022-11-15 13:47 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.527 s -0.081
2022-11-15 13:33 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.028 s 0.193
2022-11-15 13:32 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.168 s -0.703
2022-11-15 13:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.847 s -1.305
2022-11-15 13:39 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.652 s 0.003
2022-11-15 13:47 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.431 s 0.373
2022-11-15 13:31 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.373 s 0.695
2022-11-15 13:33 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.150 s 0.199
2022-11-15 13:32 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.495 s -0.084
2022-11-15 13:40 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.315 s -0.738
2022-11-15 13:40 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.539 s -0.702
2022-11-15 13:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.962 s -0.554
2022-11-15 13:49 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.581 s -0.369
2022-11-15 13:41 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.361 s -1.220
2022-11-15 13:45 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.917 s -0.975
2022-11-15 13:47 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.593 s -0.604
2022-11-15 13:56 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.653 s 0.038
2022-11-15 13:59 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.309 s -0.306
2022-11-15 13:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.898 s -0.118
2022-11-15 14:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.738 s -0.822
2022-11-15 13:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.232 s -0.123
2022-11-15 14:00 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.272 s -0.807
2022-11-15 13:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.238 s -0.108
2022-11-15 13:59 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.351 s -0.496
2022-11-15 14:01 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.397 s -0.685
2022-11-15 14:02 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.105 s -1.101