Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-09 12:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.541 s -0.033
2022-11-09 12:24 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.876 s 0.598
2022-11-09 12:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s 0.049
2022-11-09 12:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.298
2022-11-09 12:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s 0.227
2022-11-09 12:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.322 s 0.260
2022-11-09 12:24 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.191 s 0.410
2022-11-09 12:25 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.252 s 0.590
2022-11-09 12:26 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.218 s 0.182
2022-11-09 12:28 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.268 s 0.417
2022-11-09 12:31 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.442 s -5.009
2022-11-09 12:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.491
2022-11-09 12:33 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.944 s 0.619
2022-11-09 12:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.151 s 0.156
2022-11-09 12:26 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.476 s -0.091
2022-11-09 12:27 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.136 s 0.523
2022-11-09 12:29 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.222 s 0.217
2022-11-09 12:29 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s 0.521
2022-11-09 12:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.171 s 0.191
2022-11-09 12:25 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 0.492
2022-11-09 12:27 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s 0.546
2022-11-09 12:27 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.172 s 0.283
2022-11-09 12:30 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.813 s 0.560
2022-11-09 12:24 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.231 s 0.204
2022-11-09 12:25 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.830 s 0.744
2022-11-09 12:25 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s 0.436
2022-11-09 12:30 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.094 s 0.169
2022-11-09 12:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.263 s 0.218
2022-11-09 12:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.314 s 0.233
2022-11-09 12:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.180 s -0.549
2022-11-09 12:25 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.191 s 0.251
2022-11-09 12:27 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.163 s 0.389
2022-11-09 12:28 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.562
2022-11-09 12:30 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.167 s -0.110
2022-11-09 12:26 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s 0.517
2022-11-09 12:28 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.057 s 1.153
2022-11-09 12:29 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.237 s 0.526
2022-11-09 12:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.238 s 0.138
2022-11-09 12:33 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.526
2022-11-09 12:27 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.366 s 0.629
2022-11-09 12:27 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.052 s -0.347
2022-11-09 12:28 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.207 s 1.218
2022-11-09 12:38 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.589
2022-11-09 12:40 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.270 s 0.578
2022-11-09 12:24 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.522 s 0.091
2022-11-09 12:26 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.565
2022-11-09 12:27 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.244 s 0.687
2022-11-09 12:30 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s 0.225
2022-11-09 12:30 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.115 s 0.191
2022-11-09 12:31 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.513 s -1.011
2022-11-09 12:33 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.225 s 0.500
2022-11-09 12:35 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.293 s 0.642
2022-11-09 12:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.130 s 0.531
2022-11-09 12:37 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.241 s 0.271
2022-11-09 12:29 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s 0.365
2022-11-09 12:29 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.510 s 0.456
2022-11-09 12:30 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s 0.324
2022-11-09 12:30 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.147 s 0.128
2022-11-09 12:31 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.463 s 0.613
2022-11-09 12:31 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.194 s 0.582
2022-11-09 12:33 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.274 s 0.342
2022-11-09 12:33 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.304 s 0.272
2022-11-09 12:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.516 s -0.354
2022-11-09 12:34 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.570 s 0.175
2022-11-09 12:35 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.186 s 0.505
2022-11-09 12:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.229 s 0.198
2022-11-09 12:35 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.532
2022-11-09 12:37 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s 0.354
2022-11-09 12:38 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s 0.249
2022-11-09 12:41 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.123 s 0.941
2022-11-09 12:42 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.281 s 0.415
2022-11-09 12:42 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.863 s 0.750
2022-11-09 12:43 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.255 s 0.234
2022-11-09 12:43 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.348 s 0.595
2022-11-09 12:37 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s 0.360
2022-11-09 12:38 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.542
2022-11-09 12:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.318 s 0.661
2022-11-09 12:44 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.161 s 0.886
2022-11-09 12:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s 0.464
2022-11-09 12:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.536 s 0.035
2022-11-09 12:38 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.312 s -0.894
2022-11-09 12:38 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.222 s 0.043
2022-11-09 12:39 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s 0.279
2022-11-09 12:40 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.147 s 0.669
2022-11-09 12:41 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s 0.367
2022-11-09 12:42 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.019 s -0.485
2022-11-09 12:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.264 s 0.415
2022-11-09 12:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.664 s 0.095
2022-11-09 12:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.162 s -0.451
2022-11-09 12:34 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.265 s 0.431
2022-11-09 12:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.608 s 0.378
2022-11-09 12:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.451 s 0.706
2022-11-09 12:43 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s 0.144
2022-11-09 12:43 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.167 s 0.588
2022-11-09 12:46 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 0.338
2022-11-09 12:33 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.142 s 0.050
2022-11-09 12:34 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.650 s 0.548
2022-11-09 12:36 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 0.619
2022-11-09 12:37 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.533 s 0.108
2022-11-09 12:41 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.161 s 0.095
2022-11-09 12:42 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.218 s 0.645
2022-11-09 12:43 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s 0.284
2022-11-09 12:45 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.521 s -0.389
2022-11-09 12:35 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.339 s -0.349
2022-11-09 12:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.995 s -1.228
2022-11-09 12:37 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.271 s 0.639
2022-11-09 12:38 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.138 s 0.559
2022-11-09 12:38 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.260 s 0.627
2022-11-09 12:39 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.181 s 0.044
2022-11-09 12:45 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.471 s 0.130
2022-11-09 12:39 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s 0.270
2022-11-09 12:43 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.131 s 0.200
2022-11-09 12:45 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.205 s 0.513
2022-11-09 12:51 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.033 s -0.400
2022-11-09 12:40 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.461 s 0.603
2022-11-09 12:45 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s 0.372
2022-11-09 12:46 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s 0.086
2022-11-09 12:48 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s 0.379
2022-11-09 12:50 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.195 s 0.210
2022-11-09 12:50 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s 0.610
2022-11-09 12:50 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.527 s 0.070
2022-11-09 12:42 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.625 s 0.920
2022-11-09 12:44 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.966 s 0.364
2022-11-09 12:45 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.144 s 0.275
2022-11-09 12:46 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.866 s -0.376
2022-11-09 12:51 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.226 s -0.987
2022-11-09 12:45 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.526
2022-11-09 12:46 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.054 s -0.534
2022-11-09 12:47 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s 0.223
2022-11-09 12:51 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.384 s 0.703
2022-11-09 12:51 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.328 s -0.593
2022-11-09 12:45 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.149
2022-11-09 12:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.447 s 0.568
2022-11-09 12:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.106 s -0.209
2022-11-09 12:47 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s 0.355
2022-11-09 12:49 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s 0.337
2022-11-09 12:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.214 s 0.377
2022-11-09 12:49 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.850 s 0.269
2022-11-09 12:46 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.476
2022-11-09 12:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.240 s 0.566
2022-11-09 12:52 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.963 s -0.795
2022-11-09 12:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.238
2022-11-09 12:49 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s 0.152
2022-11-09 12:49 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.455
2022-11-09 12:48 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s 0.275
2022-11-09 12:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.278 s 0.211
2022-11-09 12:49 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.180 s 1.125
2022-11-09 12:51 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.183 s -0.674
2022-11-09 12:51 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s -0.495
2022-11-09 12:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.580 s -0.426
2022-11-09 12:53 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.138 s 0.759
2022-11-09 12:54 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s 0.481
2022-11-09 12:54 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.758 s 0.644
2022-11-09 12:54 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.227 s 0.129
2022-11-09 12:54 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.522
2022-11-09 12:54 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.297 s 0.235
2022-11-09 12:54 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.530
2022-11-09 12:54 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.090 s 0.687
2022-11-09 12:55 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.773 s 0.631
2022-11-09 12:55 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.099 s 0.911
2022-11-09 12:56 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.315 s 0.194
2022-11-09 12:56 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.593 s 0.333
2022-11-09 12:56 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.261 s 0.484
2022-11-09 12:56 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.470 s 0.496
2022-11-09 12:56 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.573 s 0.175
2022-11-09 12:56 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.182 s -0.123
2022-11-09 12:57 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.490
2022-11-09 12:58 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s 0.150
2022-11-09 12:57 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s 0.305
2022-11-09 12:58 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.378 s 0.590
2022-11-09 12:57 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s 0.463
2022-11-09 12:58 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.520
2022-11-09 12:58 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.318 s 0.733
2022-11-09 12:58 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.378 s -0.239