Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-16 05:36 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.879 s 0.338
2022-11-16 05:39 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.084 s -0.847
2022-11-16 05:39 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.900
2022-11-16 05:35 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s -0.180
2022-11-16 05:37 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.536 s -0.346
2022-11-16 05:41 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.077 s -0.932
2022-11-16 05:36 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.203 s -0.078
2022-11-16 05:38 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.174 s -0.624
2022-11-16 05:42 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.519 s -0.928
2022-11-16 05:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.469 s 0.484
2022-11-16 05:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.254 s 0.109
2022-11-16 05:39 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.371 s 0.107
2022-11-16 05:40 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.144 s -0.729
2022-11-16 05:40 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.270 s -1.226
2022-11-16 05:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.192 s -0.582
2022-11-16 05:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.321 s -0.063
2022-11-16 05:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.665
2022-11-16 05:41 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 0.891
2022-11-16 05:35 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.171 s -0.190
2022-11-16 05:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.274 s -0.552
2022-11-16 05:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.217 s -0.125
2022-11-16 05:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s -0.211
2022-11-16 05:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.189 s 0.166
2022-11-16 05:40 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s -0.214
2022-11-16 05:41 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.250 s -0.769
2022-11-16 05:35 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.141 s -0.558
2022-11-16 05:36 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.539 s 0.172
2022-11-16 05:38 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.834 s 0.396
2022-11-16 05:40 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.246 s -0.003
2022-11-16 05:36 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.312 s 0.506
2022-11-16 05:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s -0.006
2022-11-16 05:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.164 s 1.119
2022-11-16 05:41 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.179 s -0.322
2022-11-16 05:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.241 s -0.290
2022-11-16 05:41 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.239 s -1.106
2022-11-16 05:41 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s 0.562
2022-11-16 05:40 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.161 s 1.131
2022-11-16 05:41 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.220 s -0.095
2022-11-16 05:43 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.203
2022-11-16 05:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.102 s 0.191
2022-11-16 05:42 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.811 s 0.449
2022-11-16 05:43 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s -0.110
2022-11-16 05:43 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.141 s 0.153
2022-11-16 05:43 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s 0.063
2022-11-16 05:43 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.168
2022-11-16 05:43 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.392 s -0.161
2022-11-16 05:44 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.470 s -3.643
2022-11-16 05:44 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.201 s -0.179
2022-11-16 05:44 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.510 s -0.309
2022-11-16 05:44 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.192
2022-11-16 05:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.237 s -1.405
2022-11-16 05:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.263 s 0.098
2022-11-16 05:45 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.275 s -0.093
2022-11-16 05:45 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.537 s -0.760
2022-11-16 05:45 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.952 s -0.383
2022-11-16 05:52 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.470 s -1.840
2022-11-16 05:46 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.262 s 0.828
2022-11-16 05:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.631 s -0.240
2022-11-16 05:49 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.180 s 0.183
2022-11-16 05:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.282 s -0.436
2022-11-16 05:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s -0.417
2022-11-16 05:46 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.148 s 0.050
2022-11-16 05:46 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.567 s 0.027
2022-11-16 05:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.228 s -1.391
2022-11-16 05:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.150 s 0.522
2022-11-16 06:00 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s -0.532
2022-11-16 05:46 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.271 s 0.903
2022-11-16 05:47 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.652 s 0.170
2022-11-16 05:49 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.134 s -0.999
2022-11-16 05:49 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 0.773
2022-11-16 05:50 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.273 s -0.129
2022-11-16 05:46 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.225 s 0.420
2022-11-16 05:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.267 s -1.634
2022-11-16 05:48 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.294 s 0.929
2022-11-16 05:50 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.151 s -1.289
2022-11-16 05:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.606 s 0.368
2022-11-16 05:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.277 s -1.706
2022-11-16 05:46 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.226 s 0.685
2022-11-16 05:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.216 s -4.695
2022-11-16 05:50 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.532 s -0.563
2022-11-16 05:46 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.301 s 0.014
2022-11-16 05:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.219 s 0.141
2022-11-16 05:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.160 s -1.027
2022-11-16 05:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.144 s -0.190
2022-11-16 05:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.111
2022-11-16 05:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.145 s -2.210
2022-11-16 05:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.626
2022-11-16 05:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.263
2022-11-16 05:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.221 s -1.052
2022-11-16 05:48 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.201 s -0.012
2022-11-16 05:49 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.963 s 0.021
2022-11-16 05:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.466 s -0.294
2022-11-16 05:53 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.325 s -0.389
2022-11-16 05:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.157 s 1.552
2022-11-16 05:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s -0.048
2022-11-16 05:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s 0.102
2022-11-16 05:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s 0.457
2022-11-16 05:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.514 s -1.125
2022-11-16 05:52 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.664 s 0.086
2022-11-16 05:47 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.364 s -1.199
2022-11-16 05:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.389 s -3.049
2022-11-16 05:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.126 s -0.492
2022-11-16 05:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.161 s -1.451
2022-11-16 05:55 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.013 s -0.205
2022-11-16 05:55 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.865 s 0.312
2022-11-16 05:56 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.115 s 1.093
2022-11-16 05:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s 0.057
2022-11-16 05:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.183 s 0.559
2022-11-16 05:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.255 s -0.300
2022-11-16 05:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.969 s -0.018
2022-11-16 05:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.350 s 0.149
2022-11-16 05:58 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s -0.001
2022-11-16 05:57 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.178 s -1.751
2022-11-16 05:57 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.648
2022-11-16 05:57 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.514 s -0.104
2022-11-16 05:58 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.470 s 0.094
2022-11-16 05:58 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.204 s -1.270
2022-11-16 05:58 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.147 s -0.207
2022-11-16 05:58 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s 0.091
2022-11-16 05:59 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.044 s -0.019
2022-11-16 05:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s -0.205
2022-11-16 06:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s -0.333
2022-11-16 06:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s 0.209
2022-11-16 06:09 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.577 s 0.083
2022-11-16 05:59 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.858 s -0.030
2022-11-16 06:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.955 s 0.815
2022-11-16 05:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.096
2022-11-16 06:01 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.217 s -0.405
2022-11-16 06:07 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.298 s -0.570
2022-11-16 06:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s -0.342
2022-11-16 06:07 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s -0.111
2022-11-16 05:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s -0.533
2022-11-16 06:02 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s 0.170
2022-11-16 06:03 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.014 s -0.097
2022-11-16 06:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.747 s 1.298
2022-11-16 06:08 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.781 s -0.372
2022-11-16 06:00 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.153 s -1.249
2022-11-16 06:09 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.154 s 0.871
2022-11-16 06:00 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.276 s 0.415
2022-11-16 06:02 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.326 s 0.570
2022-11-16 06:07 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.090 s 0.996
2022-11-16 06:04 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.625 s -1.273
2022-11-16 06:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.583 s -0.657
2022-11-16 06:07 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.379
2022-11-16 05:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 0.595
2022-11-16 05:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s 0.388
2022-11-16 06:00 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.193 s -0.948
2022-11-16 06:01 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.232 s -0.504
2022-11-16 06:00 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.098 s -0.181
2022-11-16 06:02 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.196 s -1.005
2022-11-16 06:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.108 s 1.373
2022-11-16 06:07 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.233 s -0.258
2022-11-16 06:00 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.451 s -0.874
2022-11-16 06:03 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.527 s -0.781
2022-11-16 06:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.330 s -0.575
2022-11-16 06:08 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.129 s 0.411
2022-11-16 06:02 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s -0.698
2022-11-16 06:02 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.145 s 0.839
2022-11-16 06:00 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.142 s 1.756
2022-11-16 06:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.183 s -0.381
2022-11-16 06:01 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.851 s -0.824
2022-11-16 06:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.265 s -0.427
2022-11-16 06:09 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.477 s -0.624
2022-11-16 06:02 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.328 s 0.463
2022-11-16 06:09 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.598 s -0.152
2022-11-16 06:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.314 s -0.718
2022-11-16 06:10 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -0.675
2022-11-16 06:10 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.171 s -2.218
2022-11-16 06:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.748
2022-11-16 06:11 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.318 s 0.914
2022-11-16 06:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s -0.177
2022-11-16 06:11 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.254
2022-11-16 06:11 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.379 s 0.113
2022-11-16 06:11 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.379 s -0.299