Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-09 21:28 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.416
2022-11-09 21:31 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.144 s -0.375
2022-11-09 21:24 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.316 s -0.324
2022-11-09 21:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.932 s -1.569
2022-11-09 21:25 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s 0.328
2022-11-09 21:33 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s 0.318
2022-11-09 21:31 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.351
2022-11-09 21:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.383
2022-11-09 21:26 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.318 s 0.470
2022-11-09 21:32 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.463 s 0.471
2022-11-09 21:26 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.216 s 0.175
2022-11-09 21:28 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.174 s -0.246
2022-11-09 21:24 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s -0.068
2022-11-09 21:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.231 s 0.032
2022-11-09 21:27 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.272 s 0.468
2022-11-09 21:24 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.542 s -0.278
2022-11-09 21:27 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.475 s -0.214
2022-11-09 21:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.210 s 0.974
2022-11-09 21:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.335
2022-11-09 21:25 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.545 s -1.178
2022-11-09 21:26 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.172 s -0.326
2022-11-09 21:28 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.142 s 0.486
2022-11-09 21:24 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.108
2022-11-09 21:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.810 s 0.642
2022-11-09 21:31 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.283
2022-11-09 21:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.031 s 0.227
2022-11-09 21:28 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.265 s 0.824
2022-11-09 21:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.236 s 0.061
2022-11-09 21:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.835 s 0.364
2022-11-09 21:24 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.203 s -0.132
2022-11-09 21:26 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.190 s 0.184
2022-11-09 21:28 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.619
2022-11-09 21:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s 0.066
2022-11-09 21:26 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.367
2022-11-09 21:31 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.389 s 0.020
2022-11-09 21:34 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 0.436
2022-11-09 21:24 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.151 s 0.055
2022-11-09 21:25 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.191 s 0.179
2022-11-09 21:28 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.244 s 0.629
2022-11-09 21:31 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.167 s -0.495
2022-11-09 21:26 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s 0.338
2022-11-09 21:27 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.368 s 0.332
2022-11-09 21:30 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.508 s 0.458
2022-11-09 21:33 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.530 s 0.205
2022-11-09 21:29 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.083 s -1.214
2022-11-09 21:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.087 s 0.323
2022-11-09 21:29 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s 0.448
2022-11-09 21:31 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s 0.081
2022-11-09 21:32 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.498 s -0.356
2022-11-09 21:29 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 0.539
2022-11-09 21:29 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.219 s 0.241
2022-11-09 21:30 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s 0.151
2022-11-09 21:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.942 s 0.684
2022-11-09 21:30 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.235 s 0.514
2022-11-09 21:33 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.264 s 0.121
2022-11-09 21:33 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.273 s 0.440
2022-11-09 21:34 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.226 s 0.504
2022-11-09 21:34 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.273 s 0.250
2022-11-09 21:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.119 s 0.092
2022-11-09 21:34 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.302 s 0.144
2022-11-09 21:35 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.567 s 0.194
2022-11-09 21:34 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.264 s 0.379
2022-11-09 21:35 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.332 s -0.161
2022-11-09 21:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.264 s 0.257
2022-11-09 21:35 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.650 s 0.433
2022-11-09 21:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.226 s 0.259
2022-11-09 21:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.427
2022-11-09 21:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.456
2022-11-09 21:37 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.209 s 0.267
2022-11-09 21:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s 0.432
2022-11-09 21:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.610 s 0.121
2022-11-09 21:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.126 s 0.697
2022-11-09 21:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.946 s 0.222
2022-11-09 21:38 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.241 s 0.150
2022-11-09 21:37 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 0.496
2022-11-09 21:37 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.281
2022-11-09 21:38 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.532 s -0.091
2022-11-09 21:38 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.271 s 0.614
2022-11-09 21:38 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.137 s 0.510
2022-11-09 21:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.450
2022-11-09 21:39 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.306 s -0.594
2022-11-09 21:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s 0.235
2022-11-09 21:41 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.168 s -1.437
2022-11-09 21:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.402
2022-11-09 21:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.453 s 0.447
2022-11-09 21:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.487
2022-11-09 21:43 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.873 s -0.465
2022-11-09 21:46 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.343
2022-11-09 21:47 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.862 s -0.162
2022-11-09 21:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s 0.125
2022-11-09 21:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.510 s 0.243
2022-11-09 21:55 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.339
2022-11-09 21:44 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.255
2022-11-09 21:44 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.349 s 0.355
2022-11-09 21:49 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.279 s -0.079
2022-11-09 21:51 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.027 s -0.289
2022-11-09 21:45 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.166 s 0.188
2022-11-09 21:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.081 s 0.698
2022-11-09 21:50 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.345
2022-11-09 21:55 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.407
2022-11-09 21:46 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.471 s -0.005
2022-11-09 21:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.206 s -0.019
2022-11-09 21:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.225 s -0.803
2022-11-09 21:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.663 s 0.091
2022-11-09 21:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s -0.288
2022-11-09 21:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.193 s -0.073
2022-11-09 21:48 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s 0.131
2022-11-09 21:48 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.225
2022-11-09 21:49 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.849 s 0.200
2022-11-09 21:52 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.250 s -0.390
2022-11-09 21:57 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.585 s 0.530
2022-11-09 21:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.465 s 0.033
2022-11-09 21:43 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.679 s -8.764
2022-11-09 21:44 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.186 s -0.305
2022-11-09 21:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.162 s -0.818
2022-11-09 21:57 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.465 s 0.730
2022-11-09 21:40 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 0.196
2022-11-09 21:46 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.509 s -0.035
2022-11-09 21:42 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.161 s -0.185
2022-11-09 21:44 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.257 s -0.462
2022-11-09 21:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.241 s 0.295
2022-11-09 21:52 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.972 s -1.926
2022-11-09 21:40 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.182 s -0.549
2022-11-09 21:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.204 s -0.725
2022-11-09 21:56 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.263 s 0.197
2022-11-09 21:51 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s 0.536
2022-11-09 21:53 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.580 s -0.767
2022-11-09 21:40 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.274 s -0.255
2022-11-09 21:44 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.269
2022-11-09 21:46 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.176 s -0.040
2022-11-09 21:50 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s 0.165
2022-11-09 21:40 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.197 s 0.272
2022-11-09 21:42 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.524
2022-11-09 21:43 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.036 s -2.109
2022-11-09 21:46 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s 0.344
2022-11-09 21:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 0.431
2022-11-09 21:49 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s 0.241
2022-11-09 21:47 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.044 s -0.181
2022-11-09 21:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.331 s -0.939
2022-11-09 21:54 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.142 s 0.595
2022-11-09 21:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.320 s 0.280
2022-11-09 21:44 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.969 s -0.161
2022-11-09 21:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 0.155
2022-11-09 21:58 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.380
2022-11-09 21:42 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.218 s 0.548
2022-11-09 21:42 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.280 s 0.391
2022-11-09 21:46 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.423
2022-11-09 21:52 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.183 s -0.810
2022-11-09 21:44 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.147 s -0.652
2022-11-09 21:46 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.201 s 0.375
2022-11-09 21:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.450 s -0.090
2022-11-09 21:51 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.522 s 0.420
2022-11-09 21:55 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s 0.372
2022-11-09 21:57 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.574 s 0.136
2022-11-09 21:50 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.197 s -0.426
2022-11-09 21:50 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.173 s -0.124
2022-11-09 21:55 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.097 s -0.040
2022-11-09 21:57 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.313 s 0.049
2022-11-09 21:58 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.187 s 0.191
2022-11-09 21:49 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.242 s -1.049
2022-11-09 21:50 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 8.952 s 1.820
2022-11-09 21:55 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.297 s -0.033
2022-11-09 21:55 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s 0.117
2022-11-09 21:59 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.386 s -0.832
2022-11-09 21:52 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.418 s 0.407
2022-11-09 21:54 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.864 s -1.803
2022-11-09 21:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.825 s -4.302
2022-11-09 21:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.520
2022-11-09 21:57 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.161 s 0.457
2022-11-09 21:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.440
2022-11-09 21:56 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.233 s -3.197
2022-11-09 21:58 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s 0.050
2022-11-09 21:58 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s 0.279
2022-11-09 21:59 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.381 s 0.058