Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-19 18:33 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.179 s -0.861
2023-01-19 18:33 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.148 s -2.946
2023-01-19 18:33 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.161 s -2.984
2023-01-19 18:33 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.209 s -1.226
2023-01-19 18:33 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.322 s -2.163
2023-01-19 18:33 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.557 s -1.278
2023-01-19 18:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.612 s -1.205
2023-01-19 18:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.917 s -0.829
2023-01-19 18:35 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.212 s -3.318
2023-01-19 18:34 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.205 s -2.935
2023-01-19 18:34 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.246 s -3.445
2023-01-19 18:35 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.336 s -2.546
2023-01-19 18:35 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.264 s -2.102
2023-01-19 18:35 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.257 s -3.124
2023-01-19 18:35 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.822 s -1.820
2023-01-19 18:35 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.168 s -3.119
2023-01-19 18:36 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.200 s -3.319
2023-01-19 18:36 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.174 s -2.585
2023-01-19 18:35 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.160 s -0.152
2023-01-19 18:36 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.227 s -2.357
2023-01-19 18:36 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.485 s -0.527
2023-01-19 18:36 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s -3.216
2023-01-19 18:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.235 s -0.810
2023-01-19 18:37 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.125 s -2.223
2023-01-19 18:37 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.143 s -0.319
2023-01-19 18:37 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.171 s -2.672
2023-01-19 18:38 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.152 s -2.547
2023-01-19 18:38 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.180 s -2.400
2023-01-19 18:38 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.275 s -1.969
2023-01-19 18:38 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.254 s -2.828
2023-01-19 18:39 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.235 s -0.538
2023-01-19 18:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.077 s -0.063
2023-01-19 18:39 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.191 s -3.697
2023-01-19 18:39 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.230 s -2.787
2023-01-19 18:39 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.260 s -2.488
2023-01-19 18:39 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.532 s -1.323
2023-01-19 18:39 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.195 s -3.385
2023-01-19 18:39 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.251 s -3.046
2023-01-19 18:40 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.830 s -1.819
2023-01-19 18:41 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.121 s -2.184
2023-01-19 18:40 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.176 s -0.956
2023-01-19 18:41 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.179 s -2.968
2023-01-19 18:41 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.152 s -2.406
2023-01-19 18:41 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.405 s -0.803
2023-01-19 18:41 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.118 s -2.436
2023-01-19 18:41 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.156 s -3.374
2023-01-19 18:42 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.473 s -0.777
2023-01-19 18:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.533 s -0.575
2023-01-19 18:43 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.291 s -3.664
2023-01-19 18:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.211 s -3.176
2023-01-19 18:42 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.249 s -2.722
2023-01-19 18:42 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.279 s -3.243
2023-01-19 18:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.215 s -3.049
2023-01-19 18:43 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.552 s -1.353
2023-01-19 18:43 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.968 s -1.718
2023-01-19 18:44 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.292 s -2.836
2023-01-19 18:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.176 s -0.279
2023-01-19 18:44 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.247 s -3.332
2023-01-19 18:44 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.253 s -2.093
2023-01-19 18:44 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.324 s -3.454
2023-01-19 18:44 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.284 s -2.545
2023-01-19 18:45 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.595 s -2.039
2023-01-19 18:46 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.199 s -3.338
2023-01-19 18:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.239 s -3.017
2023-01-19 18:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.672 s -3.079
2023-01-19 18:46 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.408 s -0.725
2023-01-19 18:46 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.213 s -2.655
2023-01-19 18:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.280 s -1.303
2023-01-19 18:46 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.308 s -2.321
2023-01-19 18:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.622 s -0.477
2023-01-19 18:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.155 s -2.361
2023-01-19 18:47 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.186 s -1.238
2023-01-19 18:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.091 s -0.088
2023-01-19 18:48 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.220 s -2.181
2023-01-19 18:48 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.253 s -2.946
2023-01-19 18:48 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.193 s -0.356
2023-01-19 18:48 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.548 s -2.861
2023-01-19 18:48 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.271 s -2.852
2023-01-19 18:49 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.040 s -1.943
2023-01-19 18:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.318 s -0.137
2023-01-19 18:49 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.196 s -3.740
2023-01-19 18:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.155 s -2.731
2023-01-19 18:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.232 s -2.637
2023-01-19 18:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.171 s -3.201
2023-01-19 18:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.270 s -1.797
2023-01-19 18:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.531 s -1.413
2023-01-19 18:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.487 s -3.233
2023-01-19 18:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.755 s -1.303
2023-01-19 18:51 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.153 s -3.044
2023-01-19 18:51 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.192 s -3.408
2023-01-19 18:51 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.287 s -1.402
2023-01-19 18:51 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.211 s -2.315
2023-01-19 18:51 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.490 s -1.421
2023-01-19 18:51 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.203 s -0.670
2023-01-19 18:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.430 s -0.826
2023-01-19 18:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.381 s -0.927
2023-01-19 18:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.302 s -0.998
2023-01-19 18:53 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.134 s -2.965
2023-01-19 18:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.173 s -1.213
2023-01-19 18:53 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.230 s -1.538
2023-01-19 18:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.902 s -0.960
2023-01-19 18:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.103 s -0.789
2023-01-19 18:53 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.652 s -1.577
2023-01-19 18:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.280 s -0.225
2023-01-19 18:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.162 s -2.920
2023-01-19 18:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.270 s -2.154
2023-01-19 18:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.201 s -3.018
2023-01-19 18:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.186 s -2.412
2023-01-19 18:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.369 s -1.655
2023-01-19 18:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 1.010 s -1.123
2023-01-19 18:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.216 s -0.885
2023-01-19 18:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.637 s -0.359
2023-01-19 18:57 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.157 s -2.258
2023-01-19 18:57 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.218 s -0.966
2023-01-19 18:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.154 s -2.941
2023-01-19 18:57 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.216 s -3.875
2023-01-19 18:56 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.187 s -2.823
2023-01-19 18:57 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.486 s -1.103
2023-01-19 18:58 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.862 s -0.479
2023-01-19 18:58 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.142 s -2.771
2023-01-19 18:58 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.114 s -1.290
2023-01-19 18:58 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.175 s -2.385
2023-01-19 18:58 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.245 s -2.117
2023-01-19 18:58 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.215 s -2.973
2023-01-19 18:58 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.462 s -2.730
2023-01-19 18:58 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.161 s -3.115
2023-01-19 18:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.160 s -0.714
2023-01-19 18:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.128 s -0.399
2023-01-19 18:59 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.162 s -3.306
2023-01-19 18:59 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.206 s -2.883
2023-01-19 18:59 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.293 s -3.276
2023-01-19 18:59 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.166 s -3.262
2023-01-19 19:00 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.230 s -2.837
2023-01-19 19:00 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.868 s -2.516
2023-01-19 19:01 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.996 s -1.374
2023-01-19 19:00 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.272 s -1.787
2023-01-19 19:01 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.142 s -0.291
2023-01-19 19:01 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.180 s -3.253
2023-01-19 19:01 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.205 s -2.797
2023-01-19 19:01 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.156 s -2.620
2023-01-19 19:02 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.332 s -2.304
2023-01-19 19:02 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.546 s -1.025
2023-01-19 19:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.197 s -2.989
2023-01-19 19:03 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.002 s -0.982
2023-01-19 19:03 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.380 s 0.470
2023-01-19 19:03 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.240 s -3.261
2023-01-19 19:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.269 s -3.113
2023-01-19 19:03 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.345 s -1.459
2023-01-19 19:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.616 s -1.319
2023-01-19 19:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.974 s -0.555
2023-01-19 19:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.514 s -1.936
2023-01-19 19:05 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.181 s 0.422
2023-01-19 19:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.933 s -0.352
2023-01-19 19:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.328 s -1.824
2023-01-19 19:07 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.793 s -1.206
2023-01-19 19:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.242 s -3.155
2023-01-19 19:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.195 s -3.324
2023-01-19 19:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.312 s -2.849
2023-01-19 19:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.121 s -0.622
2023-01-19 19:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.294 s -3.351
2023-01-19 19:09 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.204 s -0.949
2023-01-19 19:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.191 s -3.486
2023-01-19 19:07 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.353 s -0.436
2023-01-19 19:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.164 s -3.371
2023-01-19 19:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.247 s -2.902
2023-01-19 19:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.343 s -3.553
2023-01-19 19:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.147 s -3.255
2023-01-19 19:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.616 s -2.367
2023-01-19 19:09 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.141 s -2.844
2023-01-19 19:10 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.176 s -2.510
2023-01-19 19:10 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.198 s -3.102
2023-01-19 19:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.603 s -1.650
2023-01-19 19:10 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.391 s -1.018
2023-01-19 19:10 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.417 s -0.674