Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-22 21:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.541 s 0.142
2022-11-22 21:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.545 s -0.595
2022-11-22 21:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.152
2022-11-22 21:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 0.648
2022-11-22 21:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s 0.227
2022-11-22 21:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s 0.060
2022-11-22 21:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.231
2022-11-22 21:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s 0.119
2022-11-22 21:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.240 s 1.413
2022-11-22 21:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.316 s 0.049
2022-11-22 21:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.898 s -0.345
2022-11-22 21:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.254 s 0.043
2022-11-22 21:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.323 s -0.546
2022-11-22 21:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.169 s 0.310
2022-11-22 21:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.189 s 0.904
2022-11-22 21:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.832 s 0.705
2022-11-22 21:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.569
2022-11-22 21:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.162 s 0.869
2022-11-22 21:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.365
2022-11-22 21:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.361
2022-11-22 21:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.216 s 0.250
2022-11-22 21:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.272 s 0.652
2022-11-22 21:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.472 s 0.147
2022-11-22 21:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.247 s -0.867
2022-11-22 21:44 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.370 s 0.377
2022-11-22 21:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.144 s -0.695
2022-11-22 21:44 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.047 s 0.485
2022-11-22 21:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.333
2022-11-22 21:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s 0.580
2022-11-22 21:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.266 s 1.500
2022-11-22 21:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.242 s -1.063
2022-11-22 21:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.507
2022-11-22 21:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.512 s 0.057
2022-11-22 21:46 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.067 s 0.248
2022-11-22 21:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.218 s 0.296
2022-11-22 21:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 0.855
2022-11-22 21:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.235 s 1.156
2022-11-22 21:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 0.570
2022-11-22 21:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.390 s 0.196
2022-11-22 21:47 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.811 s 0.382
2022-11-22 21:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s 0.115
2022-11-22 21:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.167 s -1.252
2022-11-22 21:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.214
2022-11-22 21:47 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.118 s -0.050
2022-11-22 21:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 1.962
2022-11-22 21:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.671
2022-11-22 21:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.466 s -0.466
2022-11-22 21:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.563 s -2.896
2022-11-22 21:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s -0.082
2022-11-22 21:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.235 s 0.153
2022-11-22 21:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s 0.301
2022-11-22 21:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.263 s 0.114
2022-11-22 21:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.532 s 0.264
2022-11-22 21:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.143
2022-11-22 21:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.319
2022-11-22 21:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.528 s 1.197
2022-11-22 21:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.611 s -0.484
2022-11-22 21:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.221 s -0.829
2022-11-22 21:50 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.956 s -0.884
2022-11-22 21:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 0.430
2022-11-22 21:51 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.124 s 0.111
2022-11-22 21:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s -0.821
2022-11-22 21:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.220 s -0.524
2022-11-22 22:02 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.166 s 0.541
2022-11-22 22:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s 0.188
2022-11-22 21:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.272 s 0.317
2022-11-22 21:58 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.334 s -1.671
2022-11-22 22:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s -0.573
2022-11-22 22:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.204 s 1.605
2022-11-22 22:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.147 s 0.745
2022-11-22 22:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.166 s 0.396
2022-11-22 21:54 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.129 s 0.399
2022-11-22 22:04 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.038 s 0.539
2022-11-22 21:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 0.379
2022-11-22 21:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.263 s -0.138
2022-11-22 21:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.465 s -0.785
2022-11-22 22:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.631 s -0.249
2022-11-22 22:04 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.862 s -0.658
2022-11-22 22:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s -0.574
2022-11-22 22:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.474 s 0.061
2022-11-22 22:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s -0.280
2022-11-22 21:54 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.964 s 0.426
2022-11-22 21:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s 0.118
2022-11-22 21:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.510 s 0.383
2022-11-22 22:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s 0.255
2022-11-22 22:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.204 s 0.120
2022-11-22 22:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.447 s 0.857
2022-11-22 22:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s -0.125
2022-11-22 22:07 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.412 s 0.251
2022-11-22 21:56 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.312 s -0.196
2022-11-22 22:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.209
2022-11-22 21:52 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.654 s -0.162
2022-11-22 21:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.212 s -1.425
2022-11-22 21:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.273 s 0.182
2022-11-22 21:58 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.165 s -1.359
2022-11-22 21:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.080
2022-11-22 21:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s -0.832
2022-11-22 21:57 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.677 s 0.064
2022-11-22 21:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.275 s -0.992
2022-11-22 21:52 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.319 s 1.457
2022-11-22 21:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s 0.237
2022-11-22 21:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.179 s 1.324
2022-11-22 22:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.254 s 0.842
2022-11-22 22:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.969 s 0.229
2022-11-22 22:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s 0.073
2022-11-22 22:09 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.464 s 0.075
2022-11-22 22:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.329 s 0.031
2022-11-22 22:13 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.185 s -0.339
2022-11-22 22:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.316 s -2.463
2022-11-22 21:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.301 s 0.308
2022-11-22 21:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.284
2022-11-22 21:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s -0.405
2022-11-22 22:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.001 s 0.674
2022-11-22 22:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.961 s 0.041
2022-11-22 22:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.154 s -0.072
2022-11-22 21:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.229 s 0.090
2022-11-22 22:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s -0.408
2022-11-22 22:06 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.849 s -0.186
2022-11-22 22:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.181 s 1.951
2022-11-22 22:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.901
2022-11-22 22:13 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.833 s -6.801
2022-11-22 21:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.294 s 0.884
2022-11-22 22:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.278 s 0.029
2022-11-22 22:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.581 s 0.062
2022-11-22 21:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.264 s -0.060
2022-11-22 21:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.149 s -0.775
2022-11-22 21:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.459 s -0.397
2022-11-22 22:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s 0.396
2022-11-22 22:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 1.017
2022-11-22 22:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s -0.230
2022-11-22 21:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.565 s 1.288
2022-11-22 21:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.753
2022-11-22 22:01 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.117 s 1.143
2022-11-22 22:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s -0.064
2022-11-22 22:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.295 s 1.075
2022-11-22 22:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.318 s 0.738
2022-11-22 21:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s 0.079
2022-11-22 21:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s -0.159
2022-11-22 21:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.197 s 0.520
2022-11-22 22:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.364 s -6.937
2022-11-22 22:02 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.539 s -0.559
2022-11-22 22:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.108
2022-11-22 22:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s -0.058
2022-11-22 22:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.136 s -0.764
2022-11-22 22:08 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.330 s -1.023
2022-11-22 21:59 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.345 s -2.853
2022-11-22 22:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.474 s -0.492
2022-11-22 22:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.093 s 0.096
2022-11-22 22:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s 0.025
2022-11-22 22:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.381 s -0.757
2022-11-22 21:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s 0.119
2022-11-22 21:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.282 s -0.212
2022-11-22 22:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.141 s 0.819
2022-11-22 22:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.210 s 0.721
2022-11-22 22:10 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.581 s -0.315
2022-11-22 22:11 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.763 s 0.855
2022-11-22 22:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.868 s -0.854
2022-11-22 22:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.225 s -1.019
2022-11-22 22:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.383 s -0.244
2022-11-22 22:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s -0.040
2022-11-22 22:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 0.256
2022-11-22 22:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.520 s 0.867
2022-11-22 22:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.606 s -0.473
2022-11-22 22:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.190 s -1.690
2022-11-22 22:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s 0.198
2022-11-22 22:06 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.214 s 1.773
2022-11-22 22:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s -0.331
2022-11-22 22:08 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.987 s 0.807
2022-11-22 22:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.093 s 0.881
2022-11-22 22:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s -0.005
2022-11-22 22:11 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.183 s -0.914
2022-11-22 22:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.265 s -0.234
2022-11-22 22:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 0.803
2022-11-22 22:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.193