Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-05 00:29 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.235 s -0.041
2022-11-05 00:34 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.397 s 0.059
2022-11-05 00:35 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.403 s 0.333
2022-11-05 00:36 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s 0.188
2022-11-05 00:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.372 s 0.130
2022-11-05 00:30 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.343 s -0.280
2022-11-05 00:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.449 s -0.432
2022-11-05 00:33 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.396 s -0.161
2022-11-05 00:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.226 s 0.549
2022-11-05 00:34 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.331 s 0.203
2022-11-05 00:49 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.379 s 0.161
2022-11-05 00:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.910 s 0.202
2022-11-05 00:29 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.227 s -0.082
2022-11-05 00:29 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.371 s -0.541
2022-11-05 00:50 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.376 s 0.510
2022-11-05 00:34 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.319 s 0.271
2022-11-05 00:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.442 s 0.243
2022-11-05 00:29 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.306 s -0.469
2022-11-05 00:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.331 s 0.432
2022-11-05 00:30 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.865 s -1.057
2022-11-05 00:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.926 s -1.482
2022-11-05 00:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.307 s 0.174
2022-11-05 00:49 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.292 s 0.546
2022-11-05 00:35 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.551 s -0.447
2022-11-05 00:36 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.334 s -0.196
2022-11-05 00:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.801 s -0.309
2022-11-05 00:48 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.259 s -0.171
2022-11-05 00:37 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.381 s -0.247
2022-11-05 00:54 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.898 s 0.401
2022-11-05 00:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.273 s 0.231
2022-11-05 00:49 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.556 s 0.323
2022-11-05 00:49 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.299 s 0.624
2022-11-05 00:55 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.263 s -0.206
2022-11-05 00:57 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.930 s -8.836
2022-11-05 01:07 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.368 s 0.463
2022-11-05 01:08 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.414 s 0.557
2022-11-05 00:35 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.416 s -0.102
2022-11-05 00:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.236 s 0.457
2022-11-05 00:49 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.427 s 0.267
2022-11-05 00:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.291 s 0.116
2022-11-05 00:55 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.193 s -0.131
2022-11-05 00:56 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.253 s -3.462
2022-11-05 01:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.883 s 0.069
2022-11-05 00:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.941 s -1.321
2022-11-05 01:07 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.839 s -1.437
2022-11-05 00:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.307 s -0.300
2022-11-05 01:01 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.410 s -0.033
2022-11-05 00:50 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.869 s -0.126
2022-11-05 01:01 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.323 s 0.388
2022-11-05 01:08 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.377 s 0.428
2022-11-05 01:29 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.085 s 0.399
2022-11-05 01:39 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.524 s 0.350
2022-11-05 00:56 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.199 s -0.682
2022-11-05 00:56 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.322 s -1.058
2022-11-05 01:21 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.693 s -1.273
2022-11-05 00:55 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.313 s -1.167
2022-11-05 01:01 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.330 s 0.351
2022-11-05 01:28 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.244 s 0.374
2022-11-05 01:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.489 s 0.330
2022-11-05 01:14 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.390 s 0.299
2022-11-05 01:06 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.081 s -0.164
2022-11-05 01:20 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.344 s 0.801
2022-11-05 01:21 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.296 s 0.458
2022-11-05 01:30 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.238 s 0.084
2022-11-05 01:09 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.935 s 0.023
2022-11-05 01:42 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.276 s 0.191
2022-11-05 01:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.688 s 0.228
2022-11-05 01:48 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.237 s 0.463
2022-11-05 01:49 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.240 s 0.463
2022-11-05 01:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.245 s -1.474
2022-11-05 01:28 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.324 s 0.087
2022-11-05 01:01 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.452 s 0.136
2022-11-05 01:31 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.490 s -0.139
2022-11-05 01:32 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.073 s -0.016
2022-11-05 01:38 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.211 s 0.614
2022-11-05 01:40 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.625 s 1.394
2022-11-05 01:49 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.310 s 0.098
2022-11-05 01:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.408 s 0.437
2022-11-05 01:14 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.339 s 0.456
2022-11-05 01:21 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.289 s 0.445
2022-11-05 01:22 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.867 s 0.057
2022-11-05 01:27 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.161 s 0.387
2022-11-05 01:13 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.791 s 0.539
2022-11-05 01:14 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.266 s -1.093
2022-11-05 01:36 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.547 s 1.620
2022-11-05 01:38 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.182 s -0.299
2022-11-05 01:43 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.561 s -2.638
2022-11-05 01:07 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.469 s 0.027
2022-11-05 01:08 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.512 s 0.163
2022-11-05 01:29 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.924 s 0.453
2022-11-05 01:14 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.454 s 0.269
2022-11-05 01:30 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.321 s -0.020
2022-11-05 01:39 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.791 s 0.605
2022-11-05 01:15 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.017 s 0.065
2022-11-05 01:28 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.390 s 0.507
2022-11-05 01:31 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.362 s 0.173
2022-11-05 01:31 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.641 s 0.257
2022-11-05 01:39 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.250 s 0.357
2022-11-05 01:42 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.478 s -0.127
2022-11-05 01:21 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.367 s -0.005
2022-11-05 01:41 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.243 s 0.209
2022-11-05 01:14 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.306 s 0.559
2022-11-05 01:15 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.515 s 0.641
2022-11-05 01:22 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.419 s -0.018
2022-11-05 01:48 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.579 s -0.194
2022-11-05 01:50 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.802 s 0.514
2022-11-05 01:22 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.385 s 0.404
2022-11-05 01:28 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.398 s 0.246
2022-11-05 01:43 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.549 s 0.375
2022-11-05 01:47 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.305 s -0.065
2022-11-05 01:49 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.356 s 0.202
2022-11-05 01:27 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.221 s -0.588
2022-11-05 01:39 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.386 s 0.871
2022-11-05 01:28 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.271 s 0.385
2022-11-05 01:38 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.290 s 0.146
2022-11-05 01:41 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.415 s 0.569
2022-11-05 01:49 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.287 s 0.387
2022-11-05 01:42 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.331 s -0.157
2022-11-05 01:53 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.816 s 0.693
2022-11-05 01:54 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.302 s 0.014
2022-11-05 01:54 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.262 s 0.239
2022-11-05 01:54 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.241 s -1.402
2022-11-05 01:54 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.232 s 0.168
2022-11-05 01:54 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.379 s -0.161
2022-11-05 02:10 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.306 s -1.361
2022-11-05 02:11 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.494 s -1.387
2022-11-05 01:55 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.396 s 0.194
2022-11-05 01:55 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.878 s 0.079
2022-11-05 01:56 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.493 s 0.458
2022-11-05 01:56 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.115 s 0.765
2022-11-05 02:04 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.310 s -0.109
2022-11-05 02:10 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.147 s -0.643
2022-11-05 01:57 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.260 s 0.188
2022-11-05 02:04 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.342 s 0.077
2022-11-05 01:56 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.249 s 0.325
2022-11-05 02:18 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.395 s 0.011
2022-11-05 01:57 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.334 s 0.016
2022-11-05 02:26 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.524 s 0.101
2022-11-05 02:10 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.390 s -1.192
2022-11-05 02:11 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.589 s -0.345
2022-11-05 02:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.108 s 2.432
2022-11-05 02:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.509 s 0.024
2022-11-05 02:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.039 s -0.305
2022-11-05 01:57 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.474 s 0.456
2022-11-05 02:03 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.230 s 0.189
2022-11-05 02:04 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.252 s 0.229
2022-11-05 02:11 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.164 s -0.840
2022-11-05 02:19 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.351 s 0.284
2022-11-05 01:58 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.755 s -2.357
2022-11-05 01:57 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.313 s 0.221
2022-11-05 02:09 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.431 s -0.735
2022-11-05 02:19 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.345 s -0.337
2022-11-05 02:01 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.899 s 0.820
2022-11-05 02:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.763 s -0.528
2022-11-05 02:16 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.593 s 1.206
2022-11-05 02:18 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.525 s -0.179
2022-11-05 02:18 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.304 s 0.156
2022-11-05 02:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.821 s 0.126
2022-11-05 02:18 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.846 s -3.216
2022-11-05 02:18 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.300 s 0.209
2022-11-05 02:23 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.902 s 0.381
2022-11-05 02:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.449 s 1.018
2022-11-05 02:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.538 s 0.039
2022-11-05 02:25 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.427 s 0.384
2022-11-05 02:26 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.961 s -0.221
2022-11-05 02:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.086 s -1.255
2022-11-05 02:34 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.409 s 0.859
2022-11-05 02:38 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.259 s 0.607
2022-11-05 02:40 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.057 s 0.813
2022-11-05 02:37 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.224 s 0.585
2022-11-05 02:37 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.230 s 0.446
2022-11-05 02:39 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.395 s -0.053
2022-11-05 02:37 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.341 s 0.033
2022-11-05 02:38 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.709 s 0.242
2022-11-05 02:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.692 s -0.124
2022-11-05 02:37 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.301 s 0.114