Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-18 16:32 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.162 s 0.879
2022-11-18 16:43 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.000 s -1.177
2022-11-18 16:29 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s 0.033
2022-11-18 16:35 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.239 s -0.593
2022-11-18 16:40 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.225 s 0.198
2022-11-18 16:43 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.275 s -0.992
2022-11-18 16:46 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.199 s -0.877
2022-11-18 16:48 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.471
2022-11-18 16:50 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.169 s -0.019
2022-11-18 16:50 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.349 s 0.328
2022-11-18 16:53 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.041
2022-11-18 16:32 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.218 s -0.163
2022-11-18 16:34 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.161 s 1.205
2022-11-18 16:36 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.106 s 0.401
2022-11-18 16:45 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s -0.275
2022-11-18 16:45 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.219 s 0.569
2022-11-18 16:49 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.865 s 0.273
2022-11-18 16:51 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.174 s 0.599
2022-11-18 16:56 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.195 s -0.387
2022-11-18 17:01 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.997
2022-11-18 16:31 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.659
2022-11-18 16:32 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s -0.376
2022-11-18 16:43 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.129 s 0.500
2022-11-18 16:45 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.483
2022-11-18 17:03 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.576 s 0.098
2022-11-18 16:29 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.204 s -0.077
2022-11-18 16:35 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.251 s -1.666
2022-11-18 16:44 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.532 s -0.383
2022-11-18 16:51 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.509 s 0.278
2022-11-18 16:56 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s -0.179
2022-11-18 16:30 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.885 s 0.188
2022-11-18 16:32 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.835 s 0.181
2022-11-18 16:37 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.165
2022-11-18 16:37 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.146 s 0.029
2022-11-18 16:38 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.467 s -1.155
2022-11-18 16:41 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 0.671
2022-11-18 16:43 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 0.298
2022-11-18 16:48 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.628 s 0.302
2022-11-18 16:52 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s 0.439
2022-11-18 16:31 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.574 s -2.105
2022-11-18 16:33 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.062 s -0.003
2022-11-18 16:34 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.271 s -1.776
2022-11-18 16:37 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s -1.056
2022-11-18 16:38 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.236 s -0.731
2022-11-18 16:40 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.273 s 0.614
2022-11-18 16:41 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.226 s 0.281
2022-11-18 16:45 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.513 s -0.537
2022-11-18 16:46 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.626 s 0.170
2022-11-18 16:46 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.274 s -0.443
2022-11-18 16:29 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.123
2022-11-18 16:30 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.548 s -0.703
2022-11-18 16:48 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s 0.406
2022-11-18 16:54 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.092 s 0.163
2022-11-18 16:54 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.278 s -0.128
2022-11-18 16:37 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.113 s -1.361
2022-11-18 16:38 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.199 s 0.605
2022-11-18 16:40 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.264 s -0.026
2022-11-18 16:43 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.142
2022-11-18 16:50 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s 0.274
2022-11-18 16:56 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.326 s 1.125
2022-11-18 16:58 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.253 s -0.425
2022-11-18 17:00 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.769 s 0.696
2022-11-18 17:03 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.613 s -1.094
2022-11-18 17:03 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.179 s -0.314
2022-11-18 17:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s -0.136
2022-11-18 16:41 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.359 s -1.131
2022-11-18 16:42 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.612 s -0.958
2022-11-18 16:43 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.209 s 0.604
2022-11-18 16:43 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s 0.097
2022-11-18 16:46 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s 0.708
2022-11-18 16:54 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s -0.391
2022-11-18 16:57 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.533 s -1.981
2022-11-18 17:02 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.782 s -0.347
2022-11-18 17:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.147
2022-11-18 17:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.154 s -0.257
2022-11-18 16:30 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.314 s 0.327
2022-11-18 16:35 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s 0.273
2022-11-18 16:38 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.197 s -0.127
2022-11-18 16:39 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.953 s -0.275
2022-11-18 16:42 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s 0.242
2022-11-18 16:44 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.149 s -0.744
2022-11-18 16:55 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.850 s -0.615
2022-11-18 16:56 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.520
2022-11-18 17:02 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.312 s 0.418
2022-11-18 16:31 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.232 s -0.177
2022-11-18 16:32 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.190 s -0.772
2022-11-18 16:34 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s 0.098
2022-11-18 16:35 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.081 s -1.389
2022-11-18 16:35 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.219 s 0.020
2022-11-18 16:36 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.518 s -0.633
2022-11-18 16:37 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.141 s 0.829
2022-11-18 16:39 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.534 s -0.031
2022-11-18 16:50 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.976 s -0.444
2022-11-18 16:52 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.471 s -0.006
2022-11-18 16:53 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.207 s 0.081
2022-11-18 16:58 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.328 s 0.816
2022-11-18 16:31 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.326 s -2.230
2022-11-18 16:32 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.480 s -0.966
2022-11-18 16:37 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.411 s -1.594
2022-11-18 16:40 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.305 s -0.336
2022-11-18 16:48 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.276 s -1.619
2022-11-18 16:50 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s -0.053
2022-11-18 16:53 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.450 s -0.452
2022-11-18 17:01 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.163
2022-11-18 16:31 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s 0.406
2022-11-18 16:34 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s -0.403
2022-11-18 16:41 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.625
2022-11-18 16:45 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.146 s -2.593
2022-11-18 16:47 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.324 s -0.277
2022-11-18 16:51 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.170 s -0.201
2022-11-18 16:54 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s 0.124
2022-11-18 17:05 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.380 s -0.390
2022-11-18 16:32 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.127
2022-11-18 16:32 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s 0.049
2022-11-18 16:33 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.374 s -0.041
2022-11-18 16:48 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s -0.363
2022-11-18 16:51 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.291
2022-11-18 16:54 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.149 s 0.447
2022-11-18 16:54 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s -0.906
2022-11-18 16:38 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.262 s 0.154
2022-11-18 16:42 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.267 s -1.170
2022-11-18 16:45 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.338 s -1.136
2022-11-18 16:46 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.146 s 0.737
2022-11-18 16:58 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.577 s 0.218
2022-11-18 16:31 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.157
2022-11-18 16:34 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.246 s 0.213
2022-11-18 16:38 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.275 s -0.106
2022-11-18 16:45 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.260 s 0.246
2022-11-18 16:45 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.451 s 0.707
2022-11-18 16:46 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s -0.429
2022-11-18 16:53 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 0.374
2022-11-18 16:57 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.014 s -0.116
2022-11-18 17:00 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.227 s -1.350
2022-11-18 17:01 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.099 s -0.238
2022-11-18 17:05 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.370 s 0.507
2022-11-18 16:29 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s 0.071
2022-11-18 16:35 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.237 s -0.736
2022-11-18 16:35 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.353
2022-11-18 16:36 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.813 s 0.020
2022-11-18 16:41 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.652 s 0.133
2022-11-18 16:46 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.465 s -0.663
2022-11-18 16:49 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.990 s 1.684
2022-11-18 16:31 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.241 s 0.342
2022-11-18 16:38 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.520 s -0.463
2022-11-18 16:39 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.144 s 0.074
2022-11-18 16:40 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.570 s -0.473
2022-11-18 16:53 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.045 s 0.231
2022-11-18 16:53 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s -0.395
2022-11-18 16:55 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.219 s 0.224
2022-11-18 16:56 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.197 s 0.988
2022-11-18 16:58 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.401 s 0.553
2022-11-18 16:33 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.137 s -0.745
2022-11-18 16:40 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.229 s 0.105
2022-11-18 16:52 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.671
2022-11-18 16:53 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.860 s -0.336
2022-11-18 16:58 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.958 s 0.482
2022-11-18 17:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -0.798
2022-11-18 16:48 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.280 s 0.767
2022-11-18 16:49 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.140 s -0.144
2022-11-18 16:50 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.254 s 1.022
2022-11-18 16:52 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s -0.842
2022-11-18 17:00 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.177 s -0.058
2022-11-18 17:03 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.480 s -1.111
2022-11-18 16:53 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.238 s 0.441
2022-11-18 17:01 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.296 s 0.529
2022-11-18 17:02 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.247 s -1.485
2022-11-18 16:55 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s 0.043
2022-11-18 16:56 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.567
2022-11-18 16:58 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.183 s -0.669
2022-11-18 16:58 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.225 s -0.538
2022-11-18 17:05 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.318 s 1.057
2022-11-18 16:59 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.171 s -0.528
2022-11-18 17:02 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.265 s -0.302
2022-11-18 17:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s -0.117