Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-15 07:16 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.231 s 0.855
2023-01-15 07:16 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.223 s 0.890
2023-01-15 07:17 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.354 s 0.619
2023-01-15 07:18 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.335 s 0.789
2023-01-15 07:27 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.409 s -0.868
2023-01-15 07:18 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.792 s 0.440
2023-01-15 07:16 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.289 s 0.800
2023-01-15 07:29 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.389 s 0.702
2023-01-15 07:31 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.412 s 0.366
2023-01-15 07:32 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.773 s 0.266
2023-01-15 07:29 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.406 s 0.170
2023-01-15 07:30 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.924 s -0.866
2023-01-15 07:31 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.321 s 0.666
2023-01-15 07:28 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.586 s 0.175
2023-01-15 07:29 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.405 s 0.623
2023-01-15 07:29 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.527 s 0.705
2023-01-15 07:29 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.330 s 0.299
2023-01-15 07:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.285 s 0.148
2023-01-15 07:38 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.234 s 0.399
2023-01-15 07:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.319 s 0.506
2023-01-15 07:31 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.261 s 0.727
2023-01-15 07:31 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.267 s 1.185
2023-01-15 07:32 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.367 s 0.541
2023-01-15 07:32 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.366 s 0.805
2023-01-15 07:38 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.302 s -0.149
2023-01-15 07:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.298 s 0.509
2023-01-15 07:38 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.242 s 0.485
2023-01-15 07:38 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.312 s 0.284
2023-01-15 07:39 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.340 s 0.268
2023-01-15 07:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.320 s 0.643
2023-01-15 07:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.465 s -0.508
2023-01-15 07:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.382 s 0.251
2023-01-15 07:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.382 s 0.549
2023-01-15 07:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.842 s 0.189
2023-01-15 07:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.261 s 0.142
2023-01-15 07:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.305 s 0.607
2023-01-15 07:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.430 s 0.271
2023-01-15 07:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.265 s -0.040
2023-01-15 07:50 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.057 s -0.476
2023-01-15 07:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.565 s 0.085
2023-01-15 07:52 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.706 s -0.187
2023-01-15 07:50 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.907 s -0.178
2023-01-15 07:51 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.224 s 0.119
2023-01-15 07:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.197 s -0.300
2023-01-15 07:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.307 s -0.069
2023-01-15 07:56 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.329 s 0.791
2023-01-15 07:51 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.195 s 0.064
2023-01-15 07:55 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.505 s 0.275
2023-01-15 07:56 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.335 s 0.686
2023-01-15 07:57 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.418 s 0.515
2023-01-15 08:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.923 s 0.061
2023-01-15 07:56 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.456 s 0.250
2023-01-15 07:57 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.869 s 0.229
2023-01-15 08:02 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.376 s 0.460
2023-01-15 07:56 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 4.991 s -0.185
2023-01-15 08:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.081 s 0.087
2023-01-15 08:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.595 s -0.616
2023-01-15 08:03 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.470 s 0.298
2023-01-15 07:56 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.408 s 0.540
2023-01-15 08:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.383 s 0.543
2023-01-15 08:15 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.404 s -1.912
2023-01-15 08:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.428 s 0.282
2023-01-15 08:08 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.796 s 0.818
2023-01-15 08:09 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.341 s 0.850
2023-01-15 08:03 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.518 s 0.083
2023-01-15 08:09 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.312 s 0.699
2023-01-15 08:10 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.520 s 0.757
2023-01-15 08:16 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.459 s -0.132
2023-01-15 08:23 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.248 s 0.532
2023-01-15 08:26 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.369 s 0.208
2023-01-15 08:17 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.418 s 0.305
2023-01-15 08:31 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.721 s -1.881
2023-01-15 08:09 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.396 s 0.356
2023-01-15 08:10 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.460 s 0.088
2023-01-15 08:10 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.001 s 0.236
2023-01-15 08:22 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.153 s 0.365
2023-01-15 08:09 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.071 s -1.003
2023-01-15 08:23 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.329 s 0.125
2023-01-15 08:23 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.399 s 0.471
2023-01-15 08:34 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.285 s -0.253
2023-01-15 08:16 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.626
2023-01-15 08:16 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.367 s 0.284
2023-01-15 08:17 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.301 s 0.493
2023-01-15 08:18 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.848 s 0.387
2023-01-15 08:26 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.326 s 0.146
2023-01-15 08:26 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.672 s -1.532
2023-01-15 08:34 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.304 s -0.325
2023-01-15 08:23 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.280 s -0.389
2023-01-15 08:25 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.243 s 0.476
2023-01-15 08:34 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.399 s 0.106
2023-01-15 08:17 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.386 s 0.701
2023-01-15 08:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.221 s 0.486
2023-01-15 08:34 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.816 s -0.608
2023-01-15 08:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.257 s -0.025
2023-01-15 08:45 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.803 s 0.148
2023-01-15 08:38 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.540 s -0.539
2023-01-15 08:23 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.075 s -0.462
2023-01-15 08:26 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.496 s 0.034
2023-01-15 08:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.351 s -1.281
2023-01-15 08:34 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.540 s -0.091
2023-01-15 08:37 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.490 s -0.009
2023-01-15 08:38 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.556 s 0.436
2023-01-15 08:24 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.913 s 0.671
2023-01-15 08:25 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.754 s -0.628
2023-01-15 08:37 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.347 s -0.392
2023-01-15 08:44 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.363 s 0.268
2023-01-15 08:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s 0.269
2023-01-15 08:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.873 s 0.204
2023-01-15 08:24 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.396 s 0.287
2023-01-15 08:24 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.072 s 0.288
2023-01-15 08:27 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.117 s -1.739
2023-01-15 08:36 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.777 s -1.137
2023-01-15 08:37 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.617 s -1.368
2023-01-15 08:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.289 s 0.018
2023-01-15 08:42 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.393 s -0.986
2023-01-15 08:44 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.322 s -0.146
2023-01-15 08:51 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.101 s 0.135
2023-01-15 08:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.254 s 0.634
2023-01-15 08:59 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.311 s -0.057
2023-01-15 08:44 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.253 s -0.332
2023-01-15 08:49 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.042 s -0.506
2023-01-15 08:52 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.507 s -0.303
2023-01-15 08:52 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.476 s 0.840
2023-01-15 09:00 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.511 s 0.277
2023-01-15 08:48 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.857 s 0.609
2023-01-15 08:53 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.317 s 0.524
2023-01-15 08:53 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.713 s -0.143
2023-01-15 08:43 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.814 s -1.766
2023-01-15 08:45 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.303 s -0.428
2023-01-15 08:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.311 s -0.190
2023-01-15 08:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.263 s 0.424
2023-01-15 08:44 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.249 s 0.033
2023-01-15 08:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.382 s -0.073
2023-01-15 08:52 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.341 s 0.089
2023-01-15 08:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.266 s -0.040
2023-01-15 08:50 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.392 s -0.070
2023-01-15 08:57 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.906 s 1.062
2023-01-15 09:14 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.350 s 0.651
2023-01-15 09:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.502 s 0.215
2023-01-15 09:15 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.342 s 0.317
2023-01-15 09:00 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.762 s -0.060
2023-01-15 09:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.167 s 0.202
2023-01-15 09:14 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.519 s 0.480
2023-01-15 09:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.698 s -0.347
2023-01-15 09:13 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.298 s 0.831
2023-01-15 09:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.316 s -0.290
2023-01-15 09:13 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 31.028 s -1.662
2023-01-15 09:13 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.396 s 0.392
2023-01-15 08:59 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.232 s 0.264
2023-01-15 08:59 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.256 s -0.140
2023-01-15 09:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.406 s -0.400
2023-01-15 08:59 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.328 s -0.260
2023-01-15 08:59 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.345 s 0.242
2023-01-15 09:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.310 s -2.295
2023-01-15 09:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.048 s 0.078
2023-01-15 09:11 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.761 s 0.055
2023-01-15 09:14 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.307 s -0.113
2023-01-15 09:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.605 s -0.171
2023-01-15 09:19 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.897 s 1.123
2023-01-15 09:21 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.446 s 0.420
2023-01-15 09:21 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.692 s -0.677
2023-01-15 09:21 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.538 s 0.060
2023-01-15 09:22 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.965 s -0.084
2023-01-15 09:21 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.829 s 0.337
2023-01-15 09:22 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.598 s 0.344
2023-01-15 09:23 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.003 s -0.070
2023-01-15 09:29 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 40.445 s 0.225
2023-01-15 09:33 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.233 s 0.481
2023-01-15 09:33 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.315 s -0.515
2023-01-15 09:33 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 55.394 s -0.512
2023-01-15 09:33 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.237 s 0.709
2023-01-15 09:33 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.355 s -0.530
2023-01-15 09:34 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.722 s 0.015
2023-01-15 09:34 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.270 s 0.211
2023-01-15 09:35 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.398 s 0.076
2023-01-15 09:35 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.104 s -0.540