Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-16 07:26 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.272 s 0.913
2022-11-16 07:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.324 s -1.021
2022-11-16 07:27 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.140 s -2.819
2022-11-16 07:25 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.252 s 1.061
2022-11-16 07:25 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.369
2022-11-16 07:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.487
2022-11-16 07:24 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.887 s 0.031
2022-11-16 07:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.229 s 0.166
2022-11-16 07:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s -0.113
2022-11-16 07:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s -0.470
2022-11-16 07:26 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.913
2022-11-16 07:26 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.215 s 0.263
2022-11-16 07:29 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.237 s 0.562
2022-11-16 07:25 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.831 s 1.203
2022-11-16 07:30 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s 0.035
2022-11-16 07:31 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.146 s 0.007
2022-11-16 07:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s -0.072
2022-11-16 07:25 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s -0.127
2022-11-16 07:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.533 s -0.164
2022-11-16 07:26 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.164 s 1.194
2022-11-16 07:32 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.515 s -0.507
2022-11-16 07:24 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.540 s 0.064
2022-11-16 07:31 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s -0.016
2022-11-16 07:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s 0.038
2022-11-16 07:26 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.471 s 0.213
2022-11-16 07:27 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.163 s -0.243
2022-11-16 07:28 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.239 s -1.087
2022-11-16 07:30 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.120 s -0.345
2022-11-16 07:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s -0.476
2022-11-16 07:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.201 s 0.198
2022-11-16 07:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.176 s -0.752
2022-11-16 07:30 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.813 s 0.126
2022-11-16 07:30 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.091
2022-11-16 07:34 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.227 s 0.558
2022-11-16 07:27 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.045 s 0.202
2022-11-16 07:31 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.466 s -1.108
2022-11-16 07:27 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s 0.367
2022-11-16 07:29 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 1.034
2022-11-16 07:27 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.374 s -0.293
2022-11-16 07:34 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.303 s -0.750
2022-11-16 07:24 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.514 s 0.548
2022-11-16 07:27 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.170 s 0.945
2022-11-16 07:30 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.141 s 0.408
2022-11-16 07:28 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.268 s 0.481
2022-11-16 07:29 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.472
2022-11-16 07:29 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.559 s -5.657
2022-11-16 07:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.200 s -0.638
2022-11-16 07:34 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.264 s 0.347
2022-11-16 07:26 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.188 s 0.996
2022-11-16 07:29 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s -0.642
2022-11-16 07:31 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.388 s 0.205
2022-11-16 07:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.234 s 0.107
2022-11-16 07:28 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.247 s -1.098
2022-11-16 07:33 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.955 s -0.928
2022-11-16 07:33 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.139 s 0.069
2022-11-16 07:29 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.064 s 0.516
2022-11-16 07:29 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.217 s 0.382
2022-11-16 07:33 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.226 s -0.011
2022-11-16 07:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.265 s 0.042
2022-11-16 07:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.198 s 1.068
2022-11-16 07:33 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.273 s 0.303
2022-11-16 07:34 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.568 s -0.277
2022-11-16 07:35 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.653 s -0.060
2022-11-16 07:35 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.199
2022-11-16 07:35 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.332 s 0.056
2022-11-16 07:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.227 s -0.783
2022-11-16 07:35 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.199 s 1.013
2022-11-16 07:35 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s 0.311
2022-11-16 07:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.609 s -0.047
2022-11-16 07:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.264 s 0.319
2022-11-16 07:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.135 s -1.035
2022-11-16 07:37 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.180 s 0.173
2022-11-16 07:37 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.209 s 0.527
2022-11-16 07:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.962 s 0.092
2022-11-16 07:37 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.175 s -0.028
2022-11-16 07:37 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.272 s 0.353
2022-11-16 07:37 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.530 s 0.130
2022-11-16 07:38 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.144 s -0.294
2022-11-16 07:37 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.239 s 0.117
2022-11-16 07:38 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s 0.697
2022-11-16 07:38 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.313 s -0.439
2022-11-16 07:44 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.353 s -1.724
2022-11-16 07:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.316 s 2.081
2022-11-16 07:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.221 s -0.905
2022-11-16 07:42 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.158 s 1.021
2022-11-16 07:42 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.282 s -0.299
2022-11-16 07:43 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s -0.207
2022-11-16 07:38 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.151 s -1.217
2022-11-16 07:40 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 0.174
2022-11-16 07:40 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.146 s 0.679
2022-11-16 07:45 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.347
2022-11-16 07:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.260 s 0.433
2022-11-16 07:42 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.632 s -0.461
2022-11-16 07:43 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s -0.590
2022-11-16 07:44 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.254 s 0.507
2022-11-16 07:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s -0.506
2022-11-16 07:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.449 s -0.167
2022-11-16 07:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 0.635
2022-11-16 07:42 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s -0.215
2022-11-16 07:42 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s -0.159
2022-11-16 07:46 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.471 s -0.051
2022-11-16 07:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.644 s 0.128
2022-11-16 07:40 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s 0.138
2022-11-16 07:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.153 s -0.278
2022-11-16 07:40 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.275 s -0.928
2022-11-16 07:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.320 s 0.240
2022-11-16 07:40 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.200 s -1.339
2022-11-16 07:40 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.467 s -0.558
2022-11-16 07:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.512 s -0.533
2022-11-16 07:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.456 s 0.017
2022-11-16 07:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.222 s -1.215
2022-11-16 07:45 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.170 s -0.248
2022-11-16 07:51 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s -0.250
2022-11-16 07:54 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.296 s 0.002
2022-11-16 07:59 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.383 s -0.524
2022-11-16 07:44 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.170 s -0.596
2022-11-16 07:46 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.866 s -1.048
2022-11-16 07:42 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.863 s 0.842
2022-11-16 07:45 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.161
2022-11-16 07:46 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.207 s -0.646
2022-11-16 07:50 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s -0.442
2022-11-16 07:51 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.028 s -0.596
2022-11-16 07:56 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.478 s -0.953
2022-11-16 07:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s -0.318
2022-11-16 07:43 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.002 s 0.654
2022-11-16 07:45 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.509 s 0.039
2022-11-16 07:48 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s -0.144
2022-11-16 07:43 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.118 s 0.927
2022-11-16 07:44 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.967 s 0.194
2022-11-16 07:48 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.074
2022-11-16 07:45 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.174 s 0.562
2022-11-16 07:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.206 s 0.084
2022-11-16 07:50 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.416
2022-11-16 07:55 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.101 s -1.045
2022-11-16 07:57 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.601 s -0.348
2022-11-16 07:55 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.786 s -1.055
2022-11-16 07:45 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s 0.128
2022-11-16 07:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.070 s 1.295
2022-11-16 07:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.217 s 0.266
2022-11-16 07:50 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s 0.169
2022-11-16 07:52 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.960 s 0.059
2022-11-16 07:54 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.771 s 0.676
2022-11-16 07:54 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s -0.091
2022-11-16 07:57 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.174 s -0.143
2022-11-16 07:58 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.187 s 0.325
2022-11-16 07:50 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.479 s 0.047
2022-11-16 07:50 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s 0.085
2022-11-16 07:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s 0.338
2022-11-16 07:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s -0.035
2022-11-16 07:56 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.130 s 0.396
2022-11-16 07:58 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.285
2022-11-16 07:47 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.151 s -3.958
2022-11-16 07:50 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s 0.906
2022-11-16 07:52 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s -0.237
2022-11-16 07:56 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.311 s 0.299
2022-11-16 07:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 0.066
2022-11-16 07:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.143 s 1.467
2022-11-16 07:48 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s -0.459
2022-11-16 07:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.277 s 0.140
2022-11-16 07:50 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.531 s -1.727
2022-11-16 07:51 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.347 s 0.977
2022-11-16 07:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.330 s -0.508
2022-11-16 07:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.577 s -0.020
2022-11-16 07:53 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.121 s 1.032
2022-11-16 07:54 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.177 s -0.267
2022-11-16 07:58 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.378 s 0.528
2022-11-16 07:55 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.233 s 0.041
2022-11-16 07:49 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.847 s 0.687
2022-11-16 07:56 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.265 s -0.284
2022-11-16 07:56 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.577 s 0.087
2022-11-16 07:58 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.499
2022-11-16 07:54 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.574
2022-11-16 07:58 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.131 s 0.914
2022-11-16 07:58 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.170 s -1.840