Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-16 11:22 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.896 s 0.237
2023-01-16 11:21 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.156 s -0.054
2023-01-16 11:22 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.196 s -1.036
2023-01-16 11:23 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.163 s -1.288
2023-01-16 11:25 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.148 s -0.261
2023-01-16 11:21 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.173 s 0.153
2023-01-16 11:21 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.551 s -1.584
2023-01-16 11:25 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.056 s -0.445
2023-01-16 11:25 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.175 s -0.502
2023-01-16 11:29 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.167 s -0.605
2023-01-16 11:31 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.950 s 1.674
2023-01-16 11:21 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.313 s 0.775
2023-01-16 11:25 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.141 s -1.245
2023-01-16 11:26 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.207 s 1.953
2023-01-16 11:29 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.148 s -0.428
2023-01-16 11:23 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.255 s 0.299
2023-01-16 11:25 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.166 s -0.189
2023-01-16 11:32 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.585 s -2.145
2023-01-16 11:21 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.143 s -0.620
2023-01-16 11:23 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.204 s -2.598
2023-01-16 11:23 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.328 s -0.385
2023-01-16 11:23 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.810 s -1.012
2023-01-16 11:24 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.162 s -0.449
2023-01-16 11:21 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.206 s -0.018
2023-01-16 11:22 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.582 s -0.653
2023-01-16 11:23 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.235 s -0.874
2023-01-16 11:23 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.246 s -0.938
2023-01-16 11:26 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.270 s 1.042
2023-01-16 11:27 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.244 s -1.199
2023-01-16 11:27 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.519 s -0.533
2023-01-16 11:28 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.815 s -0.050
2023-01-16 11:28 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.178 s -2.047
2023-01-16 11:28 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.114 s -0.623
2023-01-16 11:24 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.265 s -0.016
2023-01-16 11:25 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.233 s 0.063
2023-01-16 11:26 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.246 s 2.145
2023-01-16 11:27 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.186 s 0.333
2023-01-16 11:28 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.118 s -1.797
2023-01-16 11:31 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.233 s -0.537
2023-01-16 11:33 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.205 s -0.402
2023-01-16 11:35 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.180 s -0.285
2023-01-16 11:36 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.019 s 0.455
2023-01-16 11:37 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.165 s -1.104
2023-01-16 11:38 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.282 s -0.931
2023-01-16 11:40 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.298 s -0.759
2023-01-16 11:40 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.889 s -0.427
2023-01-16 11:24 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.193 s -0.852
2023-01-16 11:27 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.076 s -0.421
2023-01-16 11:27 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.221 s 1.024
2023-01-16 11:27 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.254 s -0.919
2023-01-16 11:31 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.282 s -1.236
2023-01-16 11:33 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.393 s -1.089
2023-01-16 11:33 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.271 s 0.012
2023-01-16 11:35 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.213 s -0.259
2023-01-16 11:35 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.534 s -0.061
2023-01-16 11:24 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.170 s -2.036
2023-01-16 11:27 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.183 s -1.424
2023-01-16 11:30 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.268 s -0.551
2023-01-16 11:32 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.235 s 0.210
2023-01-16 11:37 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.268 s -1.747
2023-01-16 11:38 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.184 s -0.733
2023-01-16 11:42 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.181 s -1.554
2023-01-16 11:24 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.220 s 0.425
2023-01-16 11:24 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.483 s -1.034
2023-01-16 11:28 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.143 s -0.154
2023-01-16 11:29 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.393 s 0.004
2023-01-16 11:30 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.279 s 0.273
2023-01-16 11:33 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.231 s -0.541
2023-01-16 11:34 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.616 s -0.055
2023-01-16 11:30 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.523 s -0.466
2023-01-16 11:31 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.182 s -1.271
2023-01-16 11:34 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.139 s -0.383
2023-01-16 11:35 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.185 s 0.028
2023-01-16 11:35 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.264 s -0.351
2023-01-16 11:40 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.648 s -2.513
2023-01-16 11:43 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.208 s -0.599
2023-01-16 11:44 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.861 s -0.512
2023-01-16 11:46 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.241 s -0.759
2023-01-16 11:29 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.471 s -0.355
2023-01-16 11:30 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.203 s -1.699
2023-01-16 11:30 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.207 s -2.009
2023-01-16 11:35 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.246 s -1.832
2023-01-16 11:36 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.187 s -0.429
2023-01-16 11:40 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.318 s -1.693
2023-01-16 11:40 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.128 s 0.121
2023-01-16 11:41 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.194 s -0.853
2023-01-16 11:43 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.681 s -2.071
2023-01-16 11:44 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.213 s -1.143
2023-01-16 11:45 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.085 s -1.133
2023-01-16 11:30 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.240 s -0.712
2023-01-16 11:33 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.653 s 0.789
2023-01-16 11:37 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.469 s -0.803
2023-01-16 11:39 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.437 s -2.531
2023-01-16 11:41 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.155 s -0.753
2023-01-16 11:42 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.264 s -0.719
2023-01-16 11:46 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.281 s -0.068
2023-01-16 11:50 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.258 s -0.165
2023-01-16 11:50 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.966 s 0.362
2023-01-16 11:30 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.544 s -2.144
2023-01-16 11:32 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.272 s -1.122
2023-01-16 11:33 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.192 s -2.425
2023-01-16 11:33 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.305 s -3.340
2023-01-16 11:36 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.149 s -0.785
2023-01-16 11:38 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.197 s -1.229
2023-01-16 11:40 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.168 s -0.698
2023-01-16 11:42 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.991 s -0.951
2023-01-16 11:32 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.309 s -0.191
2023-01-16 11:37 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.743 s -2.192
2023-01-16 11:46 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.152 s -0.909
2023-01-16 11:53 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.302 s -1.259
2023-01-16 11:37 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.520 s -1.024
2023-01-16 11:42 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.365 s -1.564
2023-01-16 11:43 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.208 s -1.651
2023-01-16 11:45 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.155 s 0.093
2023-01-16 11:46 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.157 s -1.507
2023-01-16 11:48 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.151 s -1.163
2023-01-16 11:49 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.418 s -0.145
2023-01-16 11:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.009 s 0.058
2023-01-16 11:38 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.145 s 0.253
2023-01-16 11:38 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.206 s -1.930
2023-01-16 11:40 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.224 s -0.250
2023-01-16 11:41 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.088 s -1.721
2023-01-16 11:41 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.269 s -0.706
2023-01-16 11:43 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.181 s -0.109
2023-01-16 11:45 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.154 s -0.021
2023-01-16 11:47 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.857 s -0.864
2023-01-16 11:36 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.321 s -0.552
2023-01-16 11:37 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.225 s -0.324
2023-01-16 11:38 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.483 s -1.942
2023-01-16 11:45 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.241 s -0.415
2023-01-16 11:46 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.221 s -0.494
2023-01-16 11:48 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.138 s 0.035
2023-01-16 11:54 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.326 s -2.788
2023-01-16 11:56 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.170 s -0.851
2023-01-16 11:43 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.148 s -0.806
2023-01-16 11:45 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.170 s -0.105
2023-01-16 11:45 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.208 s -0.571
2023-01-16 11:53 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.237 s -1.164
2023-01-16 11:57 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.157 s 0.082
2023-01-16 11:43 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.152 s 0.122
2023-01-16 11:44 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.482 s -0.922
2023-01-16 11:45 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.136 s 0.029
2023-01-16 11:45 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.454 s -0.570
2023-01-16 11:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 10.025 s -1.645
2023-01-16 11:48 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.199 s -0.205
2023-01-16 11:48 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.542 s -0.902
2023-01-16 11:51 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.139 s 1.142
2023-01-16 11:54 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.276 s -0.749
2023-01-16 11:46 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.147 s -1.784
2023-01-16 11:46 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.195 s -0.016
2023-01-16 11:48 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.174 s -1.357
2023-01-16 11:52 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.186 s -2.612
2023-01-16 11:57 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.139 s 0.131
2023-01-16 11:48 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.324 s 0.156
2023-01-16 11:50 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.228 s -0.365
2023-01-16 11:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.927 s -1.238
2023-01-16 11:52 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.230 s -0.748
2023-01-16 11:54 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.211 s 0.016
2023-01-16 11:57 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.192 s -0.448
2023-01-16 11:49 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.021 s -1.907
2023-01-16 11:50 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.187 s -0.901
2023-01-16 11:52 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.179 s 0.091
2023-01-16 11:57 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.324 s -0.744
2023-01-16 11:50 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.616 s -3.335
2023-01-16 11:53 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.116 s -0.930
2023-01-16 11:55 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.199 s -1.511
2023-01-16 11:50 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.334 s 0.019
2023-01-16 11:55 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.589 s 0.145
2023-01-16 11:57 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.387 s 0.186
2023-01-16 11:57 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.407 s -0.818
2023-01-16 11:54 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.778 s 1.358
2023-01-16 11:55 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.597 s -1.846
2023-01-16 11:54 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.501 s -0.808
2023-01-16 11:56 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.136 s -0.363