Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 17:04 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.336 s 0.062
2022-11-15 17:02 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.288 s 0.413
2022-11-15 17:03 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.242 s -0.690
2022-11-15 17:02 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.219 s 0.481
2022-11-15 17:05 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.791 s 0.302
2022-11-15 17:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.467 s 0.570
2022-11-15 17:03 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.353 s 0.274
2022-11-15 17:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.325 s 0.029
2022-11-15 17:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.329 s 0.485
2022-11-15 17:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.904 s 0.393
2022-11-15 17:25 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.295 s -0.023
2022-11-15 17:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.318 s 0.585
2022-11-15 17:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s 0.110
2022-11-15 17:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.370 s -0.092
2022-11-15 17:19 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.368 s 0.284
2022-11-15 17:13 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.414 s -0.869
2022-11-15 17:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.529 s 0.306
2022-11-15 17:25 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.242 s -0.068
2022-11-15 17:18 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.407 s 0.390
2022-11-15 17:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.394 s 0.091
2022-11-15 17:24 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.316 s -1.055
2022-11-15 17:25 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.229 s 0.530
2022-11-15 17:31 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.561 s -0.124
2022-11-15 17:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.383 s -0.151
2022-11-15 17:25 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.337 s 0.675
2022-11-15 17:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.294 s 0.654
2022-11-15 17:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.396 s 1.027
2022-11-15 17:25 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.313 s -0.105
2022-11-15 17:26 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.457 s -0.345
2022-11-15 17:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.380 s 0.315
2022-11-15 17:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.850 s -0.094
2022-11-15 17:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.407 s 0.277
2022-11-15 17:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.268 s 0.404
2022-11-15 17:26 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.338 s -0.057
2022-11-15 17:19 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.786 s -0.459
2022-11-15 17:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.307 s 0.249
2022-11-15 17:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.261 s -0.306
2022-11-15 17:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.424 s 0.325
2022-11-15 17:37 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.903 s -0.161
2022-11-15 17:37 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.103 s -0.138
2022-11-15 17:38 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.309 s -0.456
2022-11-15 17:37 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.193 s -0.003
2022-11-15 17:37 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.267 s -0.368
2022-11-15 17:38 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.193 s 0.023
2022-11-15 17:39 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.709 s -0.311
2022-11-15 17:38 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.223 s -0.253
2022-11-15 17:42 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.503 s -0.444
2022-11-15 17:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.027 s 0.030
2022-11-15 17:44 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.416 s 0.203
2022-11-15 17:43 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.328 s 0.408
2022-11-15 17:43 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.333 s 0.559
2022-11-15 17:43 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.411 s -0.030
2022-11-15 17:43 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.456 s -0.033
2022-11-15 17:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.870 s 0.121
2022-11-15 17:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.423 s 0.442
2022-11-15 17:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.076 s -0.072
2022-11-15 17:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.521 s -0.549
2022-11-15 17:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.369 s 0.770
2022-11-15 17:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.612 s 0.040
2022-11-15 17:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.380 s 0.501
2022-11-15 17:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.461 s 0.398
2022-11-15 17:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.920 s 0.048
2022-11-15 17:55 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.796 s 0.450
2022-11-15 17:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.404 s -0.425
2022-11-15 17:56 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.058 s 0.131
2022-11-15 18:03 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.296 s -0.065
2022-11-15 17:57 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.523 s 0.386
2022-11-15 17:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.313 s 0.473
2022-11-15 18:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.329 s -0.230
2022-11-15 18:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.069 s 0.517
2022-11-15 18:04 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.420 s -0.152
2022-11-15 17:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.458 s 0.015
2022-11-15 18:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.393 s 0.372
2022-11-15 17:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.345 s 0.204
2022-11-15 18:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.177 s -0.374
2022-11-15 18:04 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.390 s 0.221
2022-11-15 17:57 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.995 s 0.284
2022-11-15 18:03 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.302 s 0.224
2022-11-15 18:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.270 s 0.703
2022-11-15 18:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.410 s -0.476
2022-11-15 18:02 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.344 s 0.530
2022-11-15 18:03 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.368 s -0.085
2022-11-15 18:03 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.496 s -0.380
2022-11-15 18:04 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.975 s -5.348
2022-11-15 18:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.247 s 0.109
2022-11-15 18:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.094 s 0.728
2022-11-15 18:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.908 s 0.441
2022-11-15 18:12 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.684 s 0.116
2022-11-15 18:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.240 s 0.226
2022-11-15 18:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.326 s -0.231
2022-11-15 18:13 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.367 s 0.090
2022-11-15 18:13 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.494 s -0.020
2022-11-15 18:14 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.068 s 0.680
2022-11-15 18:13 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.644 s 0.286
2022-11-15 18:20 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.333 s -1.829
2022-11-15 18:21 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.534 s -0.004
2022-11-15 18:21 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.808 s -0.804
2022-11-15 18:21 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.299 s -1.268
2022-11-15 18:20 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.299 s -0.380
2022-11-15 18:18 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.566 s 0.348
2022-11-15 18:29 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.296 s 0.095
2022-11-15 18:20 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s -0.399
2022-11-15 18:21 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.401 s -0.486
2022-11-15 18:25 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.544 s 0.503
2022-11-15 18:24 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.248 s -0.241
2022-11-15 18:22 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.623 s 0.598
2022-11-15 18:24 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.334 s -0.226
2022-11-15 18:24 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.281 s -0.120
2022-11-15 18:23 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.416 s 0.292
2022-11-15 18:24 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.491 s -0.707
2022-11-15 18:25 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.538 s -1.108
2022-11-15 18:30 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.622 s -0.864
2022-11-15 18:30 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.242 s 0.140
2022-11-15 18:31 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.319 s -0.447
2022-11-15 18:32 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.803 s 0.052
2022-11-15 18:31 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.243 s 0.390
2022-11-15 18:31 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.360 s -0.073
2022-11-15 18:31 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.292 s 0.077
2022-11-15 18:35 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.818 s 0.775
2022-11-15 18:36 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.266 s -0.215
2022-11-15 18:36 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.309 s -0.201
2022-11-15 18:39 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.483 s 0.023
2022-11-15 18:36 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.034 s 0.177
2022-11-15 18:36 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s 0.003
2022-11-15 18:36 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.377 s 0.015
2022-11-15 18:37 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.870 s 0.073
2022-11-15 18:46 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.348 s -0.149
2022-11-15 18:47 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.504 s 0.216
2022-11-15 18:37 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.390 s 0.469
2022-11-15 19:01 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.354 s 0.398
2022-11-15 18:38 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.098 s 0.796
2022-11-15 18:54 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.053 s -0.573
2022-11-15 18:44 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.910 s 0.596
2022-11-15 18:38 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.486 s 0.382
2022-11-15 18:39 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.337 s 0.017
2022-11-15 18:39 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.263 s 0.048
2022-11-15 18:39 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.256 s 0.079
2022-11-15 18:40 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.316 s 0.189
2022-11-15 18:40 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.712 s -0.239
2022-11-15 18:45 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.143 s 1.062
2022-11-15 18:47 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.760 s -0.620
2022-11-15 18:58 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.518 s 0.422
2022-11-15 18:53 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.396 s -0.379
2022-11-15 18:46 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.237 s -0.477
2022-11-15 18:46 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.314 s -0.375
2022-11-15 18:52 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.308 s -0.211
2022-11-15 18:46 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.257 s -0.296
2022-11-15 18:51 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.368 s 0.740
2022-11-15 19:01 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.349 s -0.483
2022-11-15 19:00 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.302 s 0.426
2022-11-15 19:00 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.309 s -0.046
2022-11-15 18:52 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.152 s 0.045
2022-11-15 18:53 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.601 s -0.506
2022-11-15 19:00 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.620 s 0.261
2022-11-15 19:00 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.418 s -1.347
2022-11-15 18:54 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.138 s 0.541
2022-11-15 18:53 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.494 s 0.009
2022-11-15 19:00 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.536 s -0.545
2022-11-15 19:05 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.900 s 0.749
2022-11-15 19:08 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.485 s 0.293
2022-11-15 19:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.963 s -0.563
2022-11-15 19:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.435 s 0.030
2022-11-15 19:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.532 s -0.439
2022-11-15 19:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.812 s 0.448
2022-11-15 19:09 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.520 s 0.259
2022-11-15 19:20 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.241 s -0.479
2022-11-15 19:21 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.390 s 0.242
2022-11-15 19:22 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.131 s -2.181
2022-11-15 19:10 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.983 s 0.428
2022-11-15 19:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.308 s -0.242
2022-11-15 19:20 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.346 s -0.097
2022-11-15 19:16 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.539 s 0.272
2022-11-15 19:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.233 s -0.250
2022-11-15 19:20 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.264 s 0.354
2022-11-15 19:19 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.985 s -0.312
2022-11-15 19:20 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.744 s -1.002