Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-14 21:24 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s -0.330
2022-11-14 21:25 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.203 s -0.264
2022-11-14 21:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.255 s -0.605
2022-11-14 21:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s -0.686
2022-11-14 21:25 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.542 s -0.455
2022-11-14 21:25 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.171 s -0.463
2022-11-14 21:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.317 s -0.663
2022-11-14 21:26 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.869 s 0.814
2022-11-14 21:26 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.526 s -0.203
2022-11-14 21:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.191 s -0.076
2022-11-14 21:26 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s -0.603
2022-11-14 21:26 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.241 s -0.382
2022-11-14 21:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.196 s 1.264
2022-11-14 21:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.837 s -0.237
2022-11-14 21:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.193 s -2.487
2022-11-14 21:27 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.686
2022-11-14 21:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.324 s -1.322
2022-11-14 21:27 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.191 s -1.194
2022-11-14 21:27 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.799
2022-11-14 21:27 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.216 s 0.126
2022-11-14 21:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s 0.272
2022-11-14 21:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.474 s -0.383
2022-11-14 21:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.136 s 0.497
2022-11-14 21:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.385 s -1.808
2022-11-14 21:29 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s 0.646
2022-11-14 21:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.057 s -0.383
2022-11-14 21:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.246 s 0.100
2022-11-14 21:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s 0.118
2022-11-14 21:29 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.235
2022-11-14 21:29 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.267 s 0.797
2022-11-14 21:32 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.966
2022-11-14 21:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.237 s -0.949
2022-11-14 21:30 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.218 s 0.642
2022-11-14 21:30 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 1.021
2022-11-14 21:30 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s 0.775
2022-11-14 21:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.079 s -1.235
2022-11-14 21:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.237 s 0.574
2022-11-14 21:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.251 s -1.802
2022-11-14 21:32 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.516
2022-11-14 21:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.515 s -0.387
2022-11-14 21:32 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.389 s -0.021
2022-11-14 21:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.820 s -0.512
2022-11-14 21:32 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.167 s -1.789
2022-11-14 21:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.133 s -1.027
2022-11-14 21:32 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.146 s -0.095
2022-11-14 21:32 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s -0.062
2022-11-14 21:33 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.201 s -0.231
2022-11-14 21:33 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.239 s -2.683
2022-11-14 21:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.466 s -0.720
2022-11-14 21:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.631
2022-11-14 21:33 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.292
2022-11-14 21:33 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.513 s -0.723
2022-11-14 21:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.956 s -1.089
2022-11-14 21:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.265 s 0.029
2022-11-14 21:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.534 s -0.319
2022-11-14 21:35 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 0.863
2022-11-14 21:35 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.276 s -1.217
2022-11-14 21:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.108 s 0.151
2022-11-14 21:35 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.302 s -0.441
2022-11-14 21:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.296 s 0.482
2022-11-14 21:35 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.570 s -0.869
2022-11-14 21:35 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.229 s 0.235
2022-11-14 21:35 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.743
2022-11-14 21:36 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.654 s -0.029
2022-11-14 21:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.226 s -0.234
2022-11-14 21:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.269 s -2.705
2022-11-14 21:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.580
2022-11-14 21:36 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.332 s -0.158
2022-11-14 21:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.611 s -0.341
2022-11-14 21:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.202 s 0.226
2022-11-14 21:38 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.161
2022-11-14 21:39 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.271 s 1.175
2022-11-14 21:38 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 0.964
2022-11-14 21:38 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.968 s -0.433
2022-11-14 21:39 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.532 s -0.493
2022-11-14 21:38 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.126 s 1.333
2022-11-14 21:39 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s -0.030
2022-11-14 21:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.144 s -0.341
2022-11-14 21:38 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.212 s -2.075
2022-11-14 21:39 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.139 s 0.363
2022-11-14 21:40 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.343 s -1.444
2022-11-14 21:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.180 s 0.718
2022-11-14 21:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.512 s -0.430
2022-11-14 21:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 0.855
2022-11-14 21:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s -0.264
2022-11-14 21:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.260 s 0.945
2022-11-14 21:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.140 s 0.565
2022-11-14 21:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.463 s -0.968
2022-11-14 21:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.199 s -0.781
2022-11-14 21:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.641 s 0.129
2022-11-14 21:41 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.182 s -1.180
2022-11-14 21:41 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.276 s -1.513
2022-11-14 21:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.465 s -0.270
2022-11-14 21:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.164 s -1.426
2022-11-14 21:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.329 s -0.815
2022-11-14 21:44 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.866 s 0.285
2022-11-14 21:43 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.284 s -1.580
2022-11-14 21:43 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.954
2022-11-14 21:43 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s -0.058
2022-11-14 21:47 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.520 s -0.421
2022-11-14 21:44 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.631 s -0.233
2022-11-14 21:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.369 s -3.994
2022-11-14 21:43 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.160 s -1.040
2022-11-14 21:44 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.023 s -1.132
2022-11-14 21:45 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.149 s -0.744
2022-11-14 21:45 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.231
2022-11-14 21:45 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.184 s -0.534
2022-11-14 21:45 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.170 s -0.777
2022-11-14 21:45 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.256 s -0.674
2022-11-14 21:45 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.353 s -1.519
2022-11-14 21:45 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.972 s -0.473
2022-11-14 21:47 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.814
2022-11-14 21:46 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.173 s -0.951
2022-11-14 21:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.206 s 0.071
2022-11-14 21:47 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.176 s -1.047
2022-11-14 21:49 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s -0.155
2022-11-14 21:57 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.161 s -0.458
2022-11-14 21:58 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.576 s 0.089
2022-11-14 21:47 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.147 s 0.195
2022-11-14 21:47 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s -1.342
2022-11-14 21:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s -0.171
2022-11-14 21:55 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.817 s -0.607
2022-11-14 21:47 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s 0.538
2022-11-14 21:47 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.467 s 0.457
2022-11-14 21:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.847 s 0.468
2022-11-14 21:56 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.297 s -0.617
2022-11-14 21:50 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.225 s -0.272
2022-11-14 21:51 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s -0.653
2022-11-14 21:51 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.195 s -0.968
2022-11-14 21:53 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.226 s -0.917
2022-11-14 21:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.619 s -2.765
2022-11-14 21:51 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.145 s 0.952
2022-11-14 21:52 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.332 s -1.812
2022-11-14 21:48 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.857 s 0.228
2022-11-14 21:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.326
2022-11-14 21:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.150 s 0.553
2022-11-14 21:51 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s -0.109
2022-11-14 21:52 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.077 s -1.994
2022-11-14 21:58 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.313 s -0.594
2022-11-14 21:49 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s -0.308
2022-11-14 21:52 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.526 s -0.379
2022-11-14 21:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.215 s 0.609
2022-11-14 21:53 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s -0.605
2022-11-14 21:53 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.958 s -0.044
2022-11-14 21:56 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.096 s -0.014
2022-11-14 22:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.366 s 0.492
2022-11-14 21:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.447 s 0.713
2022-11-14 21:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.231 s 0.903
2022-11-14 21:57 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.266 s -0.776
2022-11-14 21:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.091 s 0.225
2022-11-14 21:50 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.277 s -0.309
2022-11-14 21:53 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.353 s 0.899
2022-11-14 21:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 1.214
2022-11-14 21:48 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.031 s 0.245
2022-11-14 21:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.106 s 1.275
2022-11-14 21:57 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.781 s -0.319
2022-11-14 21:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.237 s 0.760
2022-11-14 21:49 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s -0.731
2022-11-14 21:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.167 s -0.492
2022-11-14 21:53 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.331 s -0.875
2022-11-14 21:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.133 s -0.126
2022-11-14 21:54 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.583 s -0.916
2022-11-14 21:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.238 s -1.678
2022-11-14 22:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.381 s -0.116
2022-11-14 21:56 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.227 s -1.023
2022-11-14 21:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.263
2022-11-14 21:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.479 s -1.525
2022-11-14 21:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s 0.063
2022-11-14 21:53 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.253 s -0.779
2022-11-14 21:59 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.169 s -0.903
2022-11-14 21:58 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.183 s -0.907
2022-11-14 22:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.191 s -2.365
2022-11-14 22:00 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.320 s 0.106
2022-11-14 22:00 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.154 s -0.071