Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-10 15:17 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.542 s -0.437
2022-11-10 15:18 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.251 s 1.516
2022-11-10 15:17 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.905 s -0.558
2022-11-10 15:27 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.301 s -0.016
2022-11-10 15:18 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s 0.026
2022-11-10 15:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.201 s 0.383
2022-11-10 15:30 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 1.031
2022-11-10 15:31 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.534 s -1.418
2022-11-10 15:21 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.165 s -2.006
2022-11-10 15:21 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.269 s -0.847
2022-11-10 15:19 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.189 s 0.355
2022-11-10 15:23 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.509 s 0.254
2022-11-10 15:27 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.567 s -0.094
2022-11-10 15:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s -0.380
2022-11-10 15:39 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.471 s -0.204
2022-11-10 15:18 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s -0.773
2022-11-10 15:22 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.248 s -2.287
2022-11-10 15:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.237 s 0.744
2022-11-10 15:27 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.223 s 1.393
2022-11-10 15:16 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.169 s 0.168
2022-11-10 15:18 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.533 s -0.585
2022-11-10 15:20 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.136 s 0.659
2022-11-10 15:24 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s -0.552
2022-11-10 15:24 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.389 s -0.018
2022-11-10 15:25 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.505 s -0.525
2022-11-10 15:27 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.274 s -0.446
2022-11-10 15:18 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.411
2022-11-10 15:21 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.248 s -0.870
2022-11-10 15:23 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.116 s -0.533
2022-11-10 15:24 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.329
2022-11-10 15:24 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.095
2022-11-10 15:17 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s -0.081
2022-11-10 15:21 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s -0.022
2022-11-10 15:32 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.160 s -0.379
2022-11-10 15:33 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.199 s -0.742
2022-11-10 15:19 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.274 s -0.225
2022-11-10 15:21 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.142 s 0.847
2022-11-10 15:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.175 s 1.641
2022-11-10 15:24 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.200
2022-11-10 15:30 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s -0.554
2022-11-10 15:32 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.494
2022-11-10 15:35 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.977
2022-11-10 15:16 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s -0.315
2022-11-10 15:17 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s -0.380
2022-11-10 15:19 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.216 s 0.083
2022-11-10 15:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.250 s -0.979
2022-11-10 15:25 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.237 s -1.510
2022-11-10 15:25 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.199 s 0.620
2022-11-10 15:28 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.336 s -0.351
2022-11-10 15:20 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.060 s -0.526
2022-11-10 15:24 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.143 s -1.127
2022-11-10 15:16 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.141 s -0.836
2022-11-10 15:19 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.828 s 2.070
2022-11-10 15:19 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s 0.739
2022-11-10 15:25 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.263 s 0.098
2022-11-10 15:27 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.130 s 0.127
2022-11-10 15:31 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.274 s -0.165
2022-11-10 15:32 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.219 s 0.201
2022-11-10 15:32 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.510 s 0.066
2022-11-10 15:19 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.164 s 0.128
2022-11-10 15:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.218 s 0.955
2022-11-10 15:25 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.195 s 0.353
2022-11-10 15:30 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.049 s -3.018
2022-11-10 15:31 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.152 s -1.614
2022-11-10 15:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.275 s -1.127
2022-11-10 15:19 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.472 s -0.186
2022-11-10 15:25 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.465 s -0.764
2022-11-10 15:26 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.275 s -0.062
2022-11-10 15:26 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.535 s -0.910
2022-11-10 15:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.188 s -0.096
2022-11-10 15:18 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.322 s -0.663
2022-11-10 15:22 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.073 s -0.589
2022-11-10 15:27 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.227 s 1.144
2022-11-10 15:29 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.606 s 0.266
2022-11-10 15:18 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.243 s -1.126
2022-11-10 15:26 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.957 s -1.709
2022-11-10 15:30 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.196
2022-11-10 15:19 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.166 s 0.329
2022-11-10 15:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s 0.970
2022-11-10 15:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.319
2022-11-10 15:32 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.303 s -0.471
2022-11-10 15:32 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.459 s -0.426
2022-11-10 15:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.584
2022-11-10 15:40 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.742 s -314.518
2022-11-10 15:20 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.382 s -1.694
2022-11-10 15:29 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s 0.667
2022-11-10 15:36 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.177 s -2.256
2022-11-10 15:23 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.814 s 0.143
2022-11-10 15:28 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.655 s -0.159
2022-11-10 15:27 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.262 s 1.232
2022-11-10 15:35 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.283 s -1.241
2022-11-10 15:35 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.630 s 0.055
2022-11-10 15:36 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.862 s 1.099
2022-11-10 15:44 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.008 s 0.205
2022-11-10 15:30 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.131 s 0.148
2022-11-10 15:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s -0.226
2022-11-10 15:35 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s -0.465
2022-11-10 15:38 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.167 s -0.081
2022-11-10 15:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.392
2022-11-10 15:41 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.147 s 1.083
2022-11-10 15:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.150 s -0.810
2022-11-10 15:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s -0.247
2022-11-10 15:29 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s -0.339
2022-11-10 15:32 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s -0.193
2022-11-10 15:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.146 s 0.667
2022-11-10 15:37 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.254 s -0.038
2022-11-10 15:37 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 1.025 s -12.506
2022-11-10 15:40 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.048 s -0.304
2022-11-10 15:32 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.682
2022-11-10 15:33 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.650 s 0.115
2022-11-10 15:34 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.316 s 0.622
2022-11-10 15:40 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.166 s -0.085
2022-11-10 15:41 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s 0.464
2022-11-10 15:42 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.276 s 0.117
2022-11-10 15:30 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s -0.092
2022-11-10 15:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.421
2022-11-10 15:39 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.860 s -0.154
2022-11-10 15:42 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.850 s -0.099
2022-11-10 15:44 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.524 s -0.029
2022-11-10 15:45 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.446 s 0.151
2022-11-10 15:40 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 0.455
2022-11-10 15:43 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.535 s -0.228
2022-11-10 15:50 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.576 s 0.089
2022-11-10 15:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.330 s -0.907
2022-11-10 15:48 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.297 s -0.284
2022-11-10 15:49 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.166 s -0.708
2022-11-10 15:51 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s 0.256
2022-11-10 15:52 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.188 s -0.570
2022-11-10 15:33 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s -0.235
2022-11-10 15:35 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.220 s -0.242
2022-11-10 15:40 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.085
2022-11-10 15:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.964 s -0.964
2022-11-10 15:46 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.579 s -0.597
2022-11-10 15:50 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.259 s 0.950
2022-11-10 15:33 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.465 s -0.173
2022-11-10 15:35 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.141 s 0.534
2022-11-10 15:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s -0.246
2022-11-10 15:42 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.236 s -0.851
2022-11-10 15:43 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s -0.506
2022-11-10 15:43 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.148 s -0.578
2022-11-10 15:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s -0.645
2022-11-10 15:36 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.012 s -0.220
2022-11-10 15:37 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.183 s -0.075
2022-11-10 15:39 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s -0.715
2022-11-10 15:48 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.233 s -0.238
2022-11-10 15:51 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s -0.253
2022-11-10 15:52 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.321 s -0.636
2022-11-10 15:38 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.497 s 0.246
2022-11-10 15:41 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.081 s 0.619
2022-11-10 15:43 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.195 s -0.598
2022-11-10 15:44 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.326 s 1.209
2022-11-10 15:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.181 s -0.519
2022-11-10 15:50 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.470 s 0.385
2022-11-10 15:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.350 s -0.182
2022-11-10 15:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.250 s -0.404
2022-11-10 15:48 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.142
2022-11-10 15:43 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s 0.140
2022-11-10 15:39 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.147 s 0.174
2022-11-10 15:41 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.449 s -0.200
2022-11-10 15:48 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.094 s 0.241
2022-11-10 15:50 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.588 s 0.407
2022-11-10 15:52 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.783
2022-11-10 15:39 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.205 s 0.921
2022-11-10 15:47 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.209 s -0.964
2022-11-10 15:52 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.381 s -0.135
2022-11-10 15:48 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.810 s -0.467
2022-11-10 15:50 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.180 s -0.682
2022-11-10 15:52 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.370 s 0.182
2022-11-10 15:42 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.217 s -0.943
2022-11-10 15:51 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.133 s -0.034
2022-11-10 15:49 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.784 s -0.744
2022-11-10 15:48 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s 0.694
2022-11-10 15:48 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s -0.572
2022-11-10 15:50 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.312 s -0.269