Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-19 01:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.250 s -1.532
2023-01-19 01:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.324 s -1.492
2023-01-19 01:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.257 s -1.477
2023-01-19 01:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.383 s -0.995
2023-01-19 01:24 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.862 s -1.261
2023-01-19 01:24 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.361 s -1.419
2023-01-19 01:27 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.356 s 1.326
2023-01-19 01:28 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.909 s -1.016
2023-01-19 01:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.341 s -1.947
2023-01-19 01:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.350 s -2.106
2023-01-19 01:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.421 s -1.581
2023-01-19 01:29 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.441 s -2.008
2023-01-19 01:29 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.422 s -1.375
2023-01-19 01:29 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.558 s -1.141
2023-01-19 01:30 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.455 s -0.435
2023-01-19 01:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.348 s -1.130
2023-01-19 01:31 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.392 s -1.094
2023-01-19 01:30 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.943 s -1.219
2023-01-19 01:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.280 s -1.527
2023-01-19 01:31 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.290 s -1.744
2023-01-19 01:32 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.785 s 0.061
2023-01-19 01:31 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.387 s -1.406
2023-01-19 01:36 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.305 s -0.711
2023-01-19 01:37 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.250 s -0.584
2023-01-19 01:37 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.244 s -0.896
2023-01-19 01:37 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.838 s -1.172
2023-01-19 01:37 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.309 s -0.795
2023-01-19 01:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.583 s -0.196
2023-01-19 01:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.313 s -1.511
2023-01-19 01:37 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.322 s -0.534
2023-01-19 01:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.262 s 0.128
2023-01-19 01:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.319 s -1.060
2023-01-19 01:50 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.288 s -2.293
2023-01-19 01:38 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.450 s 0.367
2023-01-19 01:38 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.347 s -0.721
2023-01-19 01:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.440 s -0.308
2023-01-19 01:49 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.203 s -2.889
2023-01-19 01:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.395 s -0.786
2023-01-19 01:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.402 s -1.341
2023-01-19 01:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.837 s 0.538
2023-01-19 01:49 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.201 s -0.978
2023-01-19 01:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.202 s -1.143
2023-01-19 01:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.705 s 0.068
2023-01-19 01:49 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.919 s -0.659
2023-01-19 01:50 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.326 s -1.691
2023-01-19 01:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.230 s -1.037
2023-01-19 01:54 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.503 s 0.702
2023-01-19 01:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.346 s -1.287
2023-01-19 01:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.353 s -1.353
2023-01-19 01:56 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.885 s -0.281
2023-01-19 02:02 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.446 s -1.263
2023-01-19 01:56 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.434 s -1.235
2023-01-19 01:55 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 4.971 s 0.440
2023-01-19 01:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.426 s -0.866
2023-01-19 01:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.470 s -0.738
2023-01-19 02:02 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.406 s -1.560
2023-01-19 02:00 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.085 s -0.072
2023-01-19 02:01 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.397 s -1.479
2023-01-19 02:01 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.544 s 1.162
2023-01-19 02:02 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.534 s -0.755
2023-01-19 02:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.378 s -3.524
2023-01-19 02:01 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.493 s -1.176
2023-01-19 02:03 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.929 s 0.049
2023-01-19 02:08 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.033 s 0.151
2023-01-19 02:09 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.481 s -1.469
2023-01-19 02:26 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.103 s -0.261
2023-01-19 02:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.313 s -0.855
2023-01-19 02:07 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.822 s -0.665
2023-01-19 02:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.331 s -1.725
2023-01-19 02:08 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.414 s -0.974
2023-01-19 02:15 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.382 s -0.806
2023-01-19 02:24 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.074 s 0.322
2023-01-19 02:09 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.552 s -2.034
2023-01-19 02:35 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.734 s -0.065
2023-01-19 02:21 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.160 s -0.149
2023-01-19 02:22 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.265 s -2.281
2023-01-19 02:22 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.347 s -1.406
2023-01-19 02:09 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.012 s -0.086
2023-01-19 02:14 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.372 s -0.247
2023-01-19 02:15 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.468 s 0.215
2023-01-19 02:22 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.288 s -1.505
2023-01-19 02:25 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.342 s -1.102
2023-01-19 02:15 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.309 s -1.366
2023-01-19 02:23 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.938 s 0.399
2023-01-19 02:25 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.384 s -1.266
2023-01-19 02:25 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.516 s -1.136
2023-01-19 02:26 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.679 s -1.266
2023-01-19 02:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.230 s -1.355
2023-01-19 02:36 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.581 s -0.377
2023-01-19 02:16 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.315 s -1.241
2023-01-19 02:34 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.283 s 0.252
2023-01-19 02:16 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.434 s -0.881
2023-01-19 02:17 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.843 s 0.656
2023-01-19 02:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.404 s -0.502
2023-01-19 02:24 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.258 s -1.975
2023-01-19 02:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.576 s -0.942
2023-01-19 02:41 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.352 s 0.334
2023-01-19 02:16 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.399 s -0.841
2023-01-19 02:22 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.056 s 0.321
2023-01-19 02:22 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.414 s -0.420
2023-01-19 02:23 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.417 s -2.378
2023-01-19 02:24 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.753 s -0.249
2023-01-19 02:30 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.746 s -0.924
2023-01-19 02:32 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.409 s -0.439
2023-01-19 02:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.548 s -0.208
2023-01-19 02:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.827 s -0.771
2023-01-19 02:37 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.561 s -1.079
2023-01-19 02:43 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.263 s -1.663
2023-01-19 02:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.286 s -3.140
2023-01-19 02:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.270 s -1.781
2023-01-19 02:44 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.815 s -0.101
2023-01-19 02:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.357 s -1.158
2023-01-19 02:43 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.259 s -1.440
2023-01-19 02:43 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.331 s -0.731
2023-01-19 02:43 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.386 s -1.587
2023-01-19 02:51 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.286 s -4.272
2023-01-19 02:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.499 s -0.305
2023-01-19 02:44 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.324 s -3.897
2023-01-19 02:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.421 s -4.532
2023-01-19 02:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.905 s -0.372
2023-01-19 02:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.301 s -4.891
2023-01-19 02:53 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.802 s -2.567
2023-01-19 02:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.304 s -2.156
2023-01-19 02:48 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.132 s -0.957
2023-01-19 02:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.398 s -1.286
2023-01-19 02:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.384 s -3.490
2023-01-19 02:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.360 s -5.356
2023-01-19 02:43 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.858 s -0.910
2023-01-19 02:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.339 s -2.663
2023-01-19 02:48 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.898 s -2.362
2023-01-19 02:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.263 s -4.329
2023-01-19 02:50 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.254 s -5.271
2023-01-19 02:51 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.701 s -3.393
2023-01-19 02:52 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.525 s -1.176
2023-01-19 02:56 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.978 s -5.197
2023-01-19 02:58 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.619 s -1.210
2023-01-19 02:59 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.284 s -5.283
2023-01-19 02:58 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.261 s -5.016
2023-01-19 02:59 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.345 s -3.284
2023-01-19 02:59 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.377 s -1.432
2023-01-19 03:00 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.835 s -2.457
2023-01-19 03:00 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.613 s -5.964
2023-01-19 03:04 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 5.120 s -3.569
2023-01-19 03:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.429 s -2.395
2023-01-19 03:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.348 s -1.340
2023-01-19 03:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.341 s -3.727
2023-01-19 03:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.639 s -1.683
2023-01-19 03:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.538 s -2.722
2023-01-19 03:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.109 s -1.002
2023-01-19 03:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.225 s -1.315
2023-01-19 03:11 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.988 s -0.958
2023-01-19 03:13 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 31.027 s -0.901
2023-01-19 03:13 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.330 s -4.112
2023-01-19 03:14 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.335 s -4.326
2023-01-19 03:13 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.432 s -2.585
2023-01-19 03:14 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.568 s -2.004
2023-01-19 03:14 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.398 s -6.205
2023-01-19 03:15 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.430 s -2.540
2023-01-19 03:19 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.958 s -4.961
2023-01-19 03:21 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.916 s -1.405
2023-01-19 03:21 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.512 s -5.212
2023-01-19 03:22 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.950 s -4.933
2023-01-19 03:23 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.230 s -2.996
2023-01-19 03:21 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.615 s -4.855
2023-01-19 03:22 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 1.081 s -4.101
2023-01-19 03:23 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 4.124 s -4.100
2023-01-19 03:30 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 43.824 s -3.188
2023-01-19 03:33 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.255 s -2.906
2023-01-19 03:33 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 57.396 s -1.939
2023-01-19 03:34 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.371 s -1.560
2023-01-19 03:34 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.329 s -1.565
2023-01-19 03:34 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.266 s -3.394
2023-01-19 03:34 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.290 s -2.522
2023-01-19 03:35 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.749 s -0.549
2023-01-19 03:35 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.423 s -2.508
2023-01-19 03:36 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.153 s -1.257