Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-16 12:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.341 s -1.981
2022-11-16 11:59 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.323 s -1.667
2022-11-16 12:00 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.246 s -0.991
2022-11-16 12:00 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.385 s -1.355
2022-11-16 12:05 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.881 s -1.314
2022-11-16 12:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.429 s -1.293
2022-11-16 12:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.474 s -1.123
2022-11-16 12:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.421 s -1.692
2022-11-16 12:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.437 s -1.817
2022-11-16 12:04 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.400 s -0.364
2022-11-16 12:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.342 s -1.296
2022-11-16 12:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.883 s -1.390
2022-11-16 12:27 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.276 s -1.088
2022-11-16 12:27 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.230 s -1.428
2022-11-16 11:59 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.239 s -1.232
2022-11-16 12:00 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.353 s -1.328
2022-11-16 12:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.924 s -1.147
2022-11-16 12:14 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.248 s -1.068
2022-11-16 12:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.422 s -1.651
2022-11-16 12:14 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.324 s -0.971
2022-11-16 12:15 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.345 s -0.964
2022-11-16 12:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.585 s -3.001
2022-11-16 12:08 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.383 s -1.245
2022-11-16 12:13 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.306 s -0.597
2022-11-16 12:13 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.753 s -0.889
2022-11-16 12:20 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.452 s -1.655
2022-11-16 12:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.505 s -2.460
2022-11-16 12:08 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.398 s -1.816
2022-11-16 12:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.307 s -0.778
2022-11-16 12:01 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.888 s -1.832
2022-11-16 12:08 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.830 s -2.140
2022-11-16 12:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.349 s -1.270
2022-11-16 12:45 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.324 s -0.864
2022-11-16 12:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.387 s -0.507
2022-11-16 12:26 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.134 s -0.560
2022-11-16 12:19 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.262 s -0.454
2022-11-16 12:07 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.290 s -2.047
2022-11-16 12:14 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.239 s -1.084
2022-11-16 12:07 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.279 s -1.638
2022-11-16 12:20 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.567 s -0.397
2022-11-16 12:33 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.905 s -1.210
2022-11-16 12:07 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.351 s -1.633
2022-11-16 12:14 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.307 s -0.903
2022-11-16 12:26 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.905 s -0.361
2022-11-16 12:27 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.201 s -1.166
2022-11-16 12:33 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.423 s -0.562
2022-11-16 12:45 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.111 s -0.631
2022-11-16 12:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.890 s -1.290
2022-11-16 12:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.476 s -1.381
2022-11-16 12:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.318 s -1.109
2022-11-16 12:26 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.201 s -1.302
2022-11-16 12:39 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.483 s -1.161
2022-11-16 12:39 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.526 s -0.882
2022-11-16 13:02 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.338 s -1.033
2022-11-16 12:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.384 s -0.651
2022-11-16 12:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.317 s -1.495
2022-11-16 12:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.442 s -1.576
2022-11-16 12:20 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.395 s -1.044
2022-11-16 12:32 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.150 s -1.833
2022-11-16 12:27 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.317 s -0.976
2022-11-16 12:28 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.740 s -1.464
2022-11-16 12:38 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.088 s -0.867
2022-11-16 13:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.106 s -1.200
2022-11-16 12:31 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.521 s -2.360
2022-11-16 12:46 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.357 s -1.092
2022-11-16 12:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.039 s -1.388
2022-11-16 12:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.511 s -0.590
2022-11-16 13:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.407 s -1.273
2022-11-16 12:40 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.431 s -0.536
2022-11-16 12:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.477 s -1.398
2022-11-16 12:39 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.393 s -0.929
2022-11-16 12:45 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.412 s -1.021
2022-11-16 13:02 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.249 s -0.974
2022-11-16 12:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.378 s -1.221
2022-11-16 12:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.383 s -1.197
2022-11-16 12:58 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.186 s -1.078
2022-11-16 13:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.286 s -1.566
2022-11-16 12:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.404 s -1.392
2022-11-16 12:38 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.651 s -0.545
2022-11-16 12:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.540 s -1.258
2022-11-16 12:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.342 s -1.207
2022-11-16 12:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.337 s -0.530
2022-11-16 12:44 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.815 s -1.201
2022-11-16 12:59 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.193 s -0.209
2022-11-16 13:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.696 s -0.260
2022-11-16 12:40 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.957 s -1.339
2022-11-16 13:03 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.113 s -1.656
2022-11-16 12:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.306 s -1.204
2022-11-16 12:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.253 s -0.888
2022-11-16 13:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.420 s -1.035
2022-11-16 13:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.141 s -2.659
2022-11-16 13:03 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.515 s -1.329
2022-11-16 13:02 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.375 s -0.909
2022-11-16 13:03 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.662 s -1.404
2022-11-16 13:08 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.610 s -1.078
2022-11-16 13:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.345 s -1.766
2022-11-16 13:10 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.232 s -1.487
2022-11-16 13:11 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.811 s -1.128
2022-11-16 13:10 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.311 s -1.324
2022-11-16 13:11 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.552 s -1.070
2022-11-16 13:10 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.408 s -1.438
2022-11-16 13:11 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.323 s -1.836
2022-11-16 13:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.681 s -0.716
2022-11-16 13:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.259 s -1.656
2022-11-16 13:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.349 s -1.305
2022-11-16 13:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.489 s -1.202
2022-11-16 13:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.290 s -1.395
2022-11-16 13:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.562 s -1.308
2022-11-16 13:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.507 s -1.377
2022-11-16 13:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.557 s -2.245
2022-11-16 13:19 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.355 s -1.345
2022-11-16 13:27 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.270 s -0.791
2022-11-16 13:34 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.940 s -2.649
2022-11-16 13:26 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.198 s -2.102
2022-11-16 13:21 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.376 s -1.297
2022-11-16 13:27 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.400 s -0.747
2022-11-16 13:27 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.944 s -1.723
2022-11-16 13:29 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.359 s -1.601
2022-11-16 13:22 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.896 s -2.756
2022-11-16 13:26 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.323 s -1.150
2022-11-16 13:20 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.600 s -0.424
2022-11-16 13:21 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.256 s -1.783
2022-11-16 13:28 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.140 s -0.818
2022-11-16 13:29 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.278 s -1.841
2022-11-16 13:30 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.332 s -2.046
2022-11-16 13:37 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.368 s -1.548
2022-11-16 13:21 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.258 s -2.551
2022-11-16 13:29 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.271 s -1.962
2022-11-16 13:36 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.327 s -1.364
2022-11-16 13:26 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.250 s -1.877
2022-11-16 13:21 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.329 s -1.267
2022-11-16 13:27 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.401 s -1.773
2022-11-16 13:30 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.545 s -2.482
2022-11-16 13:36 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.249 s -2.311
2022-11-16 13:22 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.301 s -1.104
2022-11-16 13:25 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.854 s -1.329
2022-11-16 13:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.266 s -1.522
2022-11-16 13:36 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.373 s -0.325
2022-11-16 13:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.800 s -2.427
2022-11-16 13:29 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.690 s -5.488
2022-11-16 13:30 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.749 s -1.851
2022-11-16 13:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.527 s -1.380
2022-11-16 13:42 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.417 s -0.042
2022-11-16 13:43 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.184 s -1.296
2022-11-16 13:43 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.411 s -1.440
2022-11-16 13:43 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.317 s -1.127
2022-11-16 13:44 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.508 s -1.314
2022-11-16 13:44 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.614 s -1.106
2022-11-16 13:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.088 s -1.818
2022-11-16 13:44 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.172 s -0.567
2022-11-16 14:11 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.247 s -1.339
2022-11-16 13:51 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.420 s -1.372
2022-11-16 13:49 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.640 s -0.521
2022-11-16 13:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.956 s -0.325
2022-11-16 13:51 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.320 s -1.825
2022-11-16 14:01 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.113 s -1.953
2022-11-16 14:00 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.601 s -0.668
2022-11-16 13:52 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.361 s -1.160
2022-11-16 13:58 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.712 s -1.520
2022-11-16 13:52 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.368 s -1.291
2022-11-16 13:59 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.457 s -1.866
2022-11-16 13:51 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.773 s -1.066
2022-11-16 13:51 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.324 s -1.854
2022-11-16 13:51 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.560 s -1.600
2022-11-16 13:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.551 s -1.631
2022-11-16 14:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.243 s -1.747
2022-11-16 13:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.927 s -1.915
2022-11-16 13:59 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.831 s -0.596
2022-11-16 14:10 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.101 s -0.620
2022-11-16 14:07 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.970 s -0.765
2022-11-16 14:11 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.807 s -2.853
2022-11-16 14:11 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.317 s -0.935
2022-11-16 14:11 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.363 s -1.285
2022-11-16 14:11 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.276 s -1.508
2022-11-16 14:12 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.412 s -2.557
2022-11-16 14:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.129 s -2.055