Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 17:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.199 s -1.466
2022-11-23 17:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.166 s -1.582
2022-11-23 17:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.651 s 0.088
2022-11-23 17:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.169 s 0.264
2022-11-23 17:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.833 s 0.245
2022-11-23 17:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s 0.107
2022-11-23 17:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.541 s 0.081
2022-11-23 17:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.567 s -1.671
2022-11-23 17:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s -0.479
2022-11-23 17:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.264 s 2.170
2022-11-23 17:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.515 s -0.337
2022-11-23 17:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.247 s 1.420
2022-11-23 17:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.455 s 0.187
2022-11-23 17:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.328 s -0.716
2022-11-23 18:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.349 s 0.430
2022-11-23 18:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.143 s -1.287
2022-11-23 17:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.169 s -0.018
2022-11-23 17:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.066 s -0.227
2022-11-23 17:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s -0.351
2022-11-23 17:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.208 s 1.081
2022-11-23 17:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.201 s 0.269
2022-11-23 17:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.324 s -1.035
2022-11-23 17:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s 0.254
2022-11-23 17:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.217 s 0.452
2022-11-23 17:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.263 s 0.115
2022-11-23 17:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s 0.481
2022-11-23 17:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s 0.185
2022-11-23 17:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.238 s -0.701
2022-11-23 17:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.112
2022-11-23 17:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.216 s 0.259
2022-11-23 17:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.161 s 1.191
2022-11-23 17:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.116 s 0.031
2022-11-23 17:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.223 s 1.118
2022-11-23 17:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s -0.030
2022-11-23 17:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.366 s 0.806
2022-11-23 17:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.244 s 0.985
2022-11-23 17:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s 0.050
2022-11-23 17:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.534 s -1.168
2022-11-23 17:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s -0.140
2022-11-23 17:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.301 s 0.297
2022-11-23 17:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.567 s 0.202
2022-11-23 17:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.865 s 0.126
2022-11-23 18:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.151 s -0.568
2022-11-23 18:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.964 s 0.717
2022-11-23 18:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s -0.220
2022-11-23 17:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.144 s -0.799
2022-11-23 17:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.271 s 1.367
2022-11-23 17:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.228 s -1.563
2022-11-23 17:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.020 s -2.222
2022-11-23 17:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 0.871
2022-11-23 17:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.273 s -0.045
2022-11-23 17:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.915 s -1.058
2022-11-23 17:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s -0.650
2022-11-23 17:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.136 s -0.107
2022-11-23 17:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 0.479
2022-11-23 17:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.947 s 0.957
2022-11-23 18:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.529 s -0.113
2022-11-23 18:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.470 s 0.197
2022-11-23 17:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.190 s -0.492
2022-11-23 17:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.141 s 0.472
2022-11-23 17:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.144 s -1.278
2022-11-23 17:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s -0.280
2022-11-23 18:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.153 s -1.025
2022-11-23 17:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.414
2022-11-23 17:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.238 s 0.143
2022-11-23 17:58 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.303 s -1.810
2022-11-23 18:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.049 s 0.036
2022-11-23 17:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.231 s -0.136
2022-11-23 17:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.164 s 1.058
2022-11-23 17:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s -0.165
2022-11-23 17:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s -0.424
2022-11-23 18:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s -0.653
2022-11-23 18:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.172 s -0.513
2022-11-23 18:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.207 s -1.112
2022-11-23 17:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.471 s 0.506
2022-11-23 17:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.064 s 0.537
2022-11-23 17:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 0.757
2022-11-23 17:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.050
2022-11-23 17:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.231 s -0.166
2022-11-23 17:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.531 s 0.416
2022-11-23 17:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.347 s -0.147
2022-11-23 17:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.179 s 0.837
2022-11-23 18:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s 0.471
2022-11-23 17:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.230 s -0.254
2022-11-23 17:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.186 s -1.559
2022-11-23 17:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.150
2022-11-23 17:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.629 s 0.190
2022-11-23 18:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 1.246
2022-11-23 18:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s 0.560
2022-11-23 17:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s -1.053
2022-11-23 17:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.814 s -0.153
2022-11-23 17:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.465 s -0.281
2022-11-23 17:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.133 s 0.096
2022-11-23 17:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.607 s 0.738
2022-11-23 17:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.317 s -0.196
2022-11-23 17:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.511 s -0.109
2022-11-23 17:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.271 s 1.113
2022-11-23 17:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.150 s 0.396
2022-11-23 18:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.174 s 0.672
2022-11-23 18:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s -1.136
2022-11-23 17:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -1.837
2022-11-23 17:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.197 s -1.183
2022-11-23 17:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.234 s 0.845
2022-11-23 17:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s -0.648
2022-11-23 17:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s 0.288
2022-11-23 18:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.023 s -0.594
2022-11-23 17:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.391 s 0.196
2022-11-23 17:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.024
2022-11-23 17:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.464 s -0.266
2022-11-23 17:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.024 s -1.229
2022-11-23 18:10 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.745 s 1.536
2022-11-23 17:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.219 s 0.584
2022-11-23 17:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.281 s 0.224
2022-11-23 18:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.183 s 1.103
2022-11-23 18:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.206 s 0.093
2022-11-23 18:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.183 s -0.302
2022-11-23 18:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.150 s -2.152
2022-11-23 18:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.195 s -3.413
2022-11-23 18:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s 0.658
2022-11-23 18:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.253 s -1.544
2022-11-23 18:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.133 s -1.296
2022-11-23 17:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.160 s -1.875
2022-11-23 17:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s -0.602
2022-11-23 18:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.864 s -1.089
2022-11-23 18:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.155 s -1.713
2022-11-23 17:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.266 s -0.743
2022-11-23 17:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.126 s 1.107
2022-11-23 17:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.533 s -0.660
2022-11-23 18:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.080 s 0.877
2022-11-23 18:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.218 s -2.202
2022-11-23 18:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.579 s 0.190
2022-11-23 17:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.297 s -1.887
2022-11-23 17:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.227 s -6.938
2022-11-23 18:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.148 s -1.872
2022-11-23 18:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.150 s 0.114
2022-11-23 18:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.277 s 0.361
2022-11-23 18:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.227 s -1.142
2022-11-23 17:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.681 s 0.053
2022-11-23 18:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.447 s 0.644
2022-11-23 18:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s -1.577
2022-11-23 18:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.851 s -1.432
2022-11-23 18:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.330 s -1.282
2022-11-23 17:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.140 s 0.322
2022-11-23 18:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.254 s 0.903
2022-11-23 18:10 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.074 s 1.896
2022-11-23 18:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.381
2022-11-23 18:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.322
2022-11-23 18:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.383 s 0.299
2022-11-23 18:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.954 s 1.336
2022-11-23 18:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.168 s 0.159
2022-11-23 18:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.166 s 0.715
2022-11-23 18:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.177 s -1.137
2022-11-23 18:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.383 s -1.588
2022-11-23 18:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.218 s 0.325
2022-11-23 18:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.484 s -1.978
2022-11-23 18:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s 0.096
2022-11-23 18:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.479 s -0.091
2022-11-23 18:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.223 s 0.862
2022-11-23 18:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.330 s -0.752
2022-11-23 18:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.174 s 0.064
2022-11-23 18:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.314 s -1.027
2022-11-23 18:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.519 s 0.968
2022-11-23 18:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.295 s 1.155
2022-11-23 18:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.606 s -0.302
2022-11-23 18:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.571 s 1.630
2022-11-23 18:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.169 s -0.781
2022-11-23 18:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.384 s -0.167
2022-11-23 18:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.113
2022-11-23 18:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.779 s 0.120
2022-11-23 18:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.188 s 1.180
2022-11-23 18:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.105 s -0.852
2022-11-23 18:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.398
2022-11-23 18:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.265 s -0.698
2022-11-23 18:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.104