Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-08 08:12 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.349 s 0.446
2022-11-08 08:13 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.815 s 0.217
2022-11-08 08:11 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.225 s 0.586
2022-11-08 08:11 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.220 s 0.287
2022-11-08 08:11 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.288 s 0.379
2022-11-08 08:13 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.326 s 0.754
2022-11-08 08:22 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.403 s -0.475
2022-11-08 08:24 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.514 s 0.899
2022-11-08 08:24 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.319 s 0.235
2022-11-08 08:24 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.387 s 0.412
2022-11-08 08:24 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.391 s 0.782
2022-11-08 08:24 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.330 s 0.188
2022-11-08 08:24 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.407 s 0.218
2022-11-08 08:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.524 s 0.476
2022-11-08 08:26 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.441 s -0.215
2022-11-08 08:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.903 s 0.417
2022-11-08 08:27 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.364 s 0.414
2022-11-08 08:27 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.264 s 0.602
2022-11-08 08:26 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.257 s 0.512
2022-11-08 08:26 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.318 s 0.422
2022-11-08 08:27 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.367 s 0.349
2022-11-08 08:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.795 s -0.152
2022-11-08 08:33 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.521 s 0.876
2022-11-08 08:32 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.300 s -0.079
2022-11-08 08:33 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.230 s 0.222
2022-11-08 08:33 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.240 s 0.149
2022-11-08 08:33 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.290 s 0.166
2022-11-08 08:34 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.308 s 0.082
2022-11-08 08:34 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.448 s -0.006
2022-11-08 08:34 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.340 s -0.131
2022-11-08 08:39 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.264 s -0.372
2022-11-08 08:40 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.423 s 0.377
2022-11-08 08:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.556 s 0.266
2022-11-08 08:39 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.295 s 0.389
2022-11-08 08:39 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.303 s 0.407
2022-11-08 08:39 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.376 s 0.254
2022-11-08 08:40 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.377 s 0.410
2022-11-08 08:40 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.871 s -0.197
2022-11-08 08:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.323 s -1.206
2022-11-08 08:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.896 s 0.431
2022-11-08 08:52 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.908 s -0.653
2022-11-08 08:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.480 s 1.108
2022-11-08 08:52 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.424 s -0.144
2022-11-08 08:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.195 s -0.452
2022-11-08 08:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.194 s -0.228
2022-11-08 08:51 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.324 s 0.328
2022-11-08 08:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.264 s -0.241
2022-11-08 08:51 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.454 s 0.032
2022-11-08 08:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.221 s 0.054
2022-11-08 08:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.318 s -0.777
2022-11-08 08:51 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.407 s 0.049
2022-11-08 08:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.233 s -1.035
2022-11-08 08:59 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.944 s -0.233
2022-11-08 08:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.738 s -0.210
2022-11-08 08:58 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.507 s 0.276
2022-11-08 08:57 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.370 s 0.355
2022-11-08 09:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.791 s 0.535
2022-11-08 08:58 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.379 s 0.320
2022-11-08 08:51 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.333 s 0.196
2022-11-08 08:58 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.418 s 0.407
2022-11-08 09:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.270 s -0.981
2022-11-08 09:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.521 s 0.364
2022-11-08 08:57 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.073 s 0.071
2022-11-08 08:57 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.831 s -1.114
2022-11-08 09:04 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.341 s 0.342
2022-11-08 09:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.459 s 0.116
2022-11-08 09:12 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.414 s 0.164
2022-11-08 09:20 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.324 s -0.234
2022-11-08 09:11 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.670 s -0.728
2022-11-08 09:17 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.191 s -0.219
2022-11-08 09:20 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.239 s -0.011
2022-11-08 08:58 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.459 s 0.264
2022-11-08 09:04 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.393 s 0.180
2022-11-08 09:11 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.292 s 0.254
2022-11-08 09:12 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.391 s 0.123
2022-11-08 09:18 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.397 s 0.235
2022-11-08 09:12 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.301 s 0.216
2022-11-08 09:18 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.325 s -0.014
2022-11-08 09:28 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.298 s -0.278
2022-11-08 09:21 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.494 s -0.352
2022-11-08 09:47 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.263 s 0.000
2022-11-08 10:02 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.048 s -0.886
2022-11-08 10:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.358 s -0.114
2022-11-08 09:18 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.269 s 0.455
2022-11-08 09:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.797 s 0.188
2022-11-08 10:01 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.496 s -1.442
2022-11-08 09:11 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.362 s 0.199
2022-11-08 09:22 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.107 s -2.436
2022-11-08 09:04 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.311 s 0.347
2022-11-08 09:17 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.168 s 0.074
2022-11-08 09:19 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.074 s 0.939
2022-11-08 09:10 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.347 s 0.596
2022-11-08 09:20 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.686 s 0.302
2022-11-08 09:19 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.026 s -0.599
2022-11-08 09:28 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.155 s 0.134
2022-11-08 09:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.026 s -0.208
2022-11-08 09:13 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.883 s -0.470
2022-11-08 09:18 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.246 s 0.172
2022-11-08 09:21 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.362 s 0.148
2022-11-08 09:45 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.895 s -0.292
2022-11-08 09:46 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.484 s 0.972
2022-11-08 09:54 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.257 s -0.137
2022-11-08 09:18 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.395 s 0.123
2022-11-08 09:21 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.643 s 0.050
2022-11-08 09:28 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.219 s -0.033
2022-11-08 09:39 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.290 s 0.148
2022-11-08 09:44 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.216 s -0.902
2022-11-08 09:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.716 s -0.451
2022-11-08 09:53 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.550 s -1.655
2022-11-08 09:31 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.406 s 0.889
2022-11-08 09:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.312 s -0.039
2022-11-08 09:46 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.257 s -0.112
2022-11-08 09:29 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.265 s -0.078
2022-11-08 09:33 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.521 s 0.246
2022-11-08 09:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.393 s 0.265
2022-11-08 09:30 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.673 s -0.674
2022-11-08 09:44 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.376 s -0.052
2022-11-08 09:47 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.508 s -0.523
2022-11-08 09:29 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.530 s 0.039
2022-11-08 09:32 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.484 s -0.372
2022-11-08 09:38 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.620 s -0.874
2022-11-08 09:40 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.850 s -0.776
2022-11-08 09:53 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.233 s -0.014
2022-11-08 09:26 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.571 s 0.065
2022-11-08 09:31 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.247 s -0.082
2022-11-08 09:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.276 s 0.844
2022-11-08 09:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.241 s 0.177
2022-11-08 09:39 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.244 s 0.138
2022-11-08 09:55 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.747 s 0.016
2022-11-08 09:33 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.552 s 0.154
2022-11-08 09:47 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.319 s -0.116
2022-11-08 10:00 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.394 s -1.400
2022-11-08 10:08 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.304 s -0.038
2022-11-08 09:44 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.306 s -0.230
2022-11-08 09:44 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.265 s -0.031
2022-11-08 10:17 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.976 s 0.684
2022-11-08 09:32 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.330 s -0.106
2022-11-08 09:32 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.280 s -0.149
2022-11-08 10:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.621 s 0.765
2022-11-08 10:01 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.595 s -0.629
2022-11-08 10:27 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.225 s 0.392
2022-11-08 09:54 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.346 s -0.112
2022-11-08 10:01 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.158 s -0.440
2022-11-08 10:15 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.525 s 0.050
2022-11-08 10:16 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.964 s -0.292
2022-11-08 09:54 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.500 s 0.536
2022-11-08 10:15 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.432 s 0.177
2022-11-08 10:16 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.816 s 0.241
2022-11-08 09:39 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.363 s -0.212
2022-11-08 09:43 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.840 s -0.623
2022-11-08 09:44 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.237 s -0.247
2022-11-08 10:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.072 s -0.079
2022-11-08 09:47 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.336 s -0.068
2022-11-08 09:51 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.913 s 0.056
2022-11-08 10:00 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.306 s -1.239
2022-11-08 10:08 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.396 s -0.061
2022-11-08 10:08 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.303 s 0.194
2022-11-08 10:15 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.654 s -0.465
2022-11-08 09:44 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.396 s 0.176
2022-11-08 09:45 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.113 s 0.845
2022-11-08 09:53 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.310 s -0.155
2022-11-08 09:59 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.347 s 1.154
2022-11-08 10:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.639 s 0.264
2022-11-08 10:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.329 s 0.496
2022-11-08 10:00 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.137 s -0.118
2022-11-08 10:17 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.539 s -0.030
2022-11-08 10:08 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.523 s -0.135
2022-11-08 10:24 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.523 s 0.422
2022-11-08 10:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.386 s 0.675
2022-11-08 10:13 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.900 s 0.446
2022-11-08 10:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.691 s 0.008
2022-11-08 10:27 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.301 s 0.068
2022-11-08 10:27 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.340 s 0.077
2022-11-08 10:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.738 s -0.583
2022-11-08 10:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.261 s 0.365
2022-11-08 10:27 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.235 s 0.062