Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-15 13:48 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.333 s 1.015
2023-01-15 13:47 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.349 s 0.906
2023-01-15 13:58 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.393 s 0.939
2023-01-15 13:46 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.231 s 0.905
2023-01-15 13:46 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.289 s 0.838
2023-01-15 13:48 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.779 s 0.825
2023-01-15 13:46 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.222 s 1.008
2023-01-15 14:07 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.286 s 0.109
2023-01-15 14:08 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.235 s 0.254
2023-01-15 14:08 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.299 s 0.098
2023-01-15 14:09 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.341 s 0.165
2023-01-15 13:59 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.389 s 0.759
2023-01-15 14:08 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.304 s 0.739
2023-01-15 14:09 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.454 s 0.159
2023-01-15 14:14 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.575 s -0.104
2023-01-15 14:14 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.430 s 0.236
2023-01-15 14:21 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.305 s 0.163
2023-01-15 13:58 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.318 s 0.609
2023-01-15 14:00 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.915 s -0.182
2023-01-15 14:14 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.382 s 0.222
2023-01-15 14:14 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.308 s 0.313
2023-01-15 13:59 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.405 s 0.691
2023-01-15 14:08 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.246 s 0.037
2023-01-15 14:13 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.272 s -0.279
2023-01-15 13:57 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.422 s -1.439
2023-01-15 13:59 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.327 s 0.716
2023-01-15 13:59 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.405 s 0.388
2023-01-15 13:59 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.522 s 0.984
2023-01-15 14:01 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.420 s 0.195
2023-01-15 14:01 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.319 s 0.807
2023-01-15 14:01 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.267 s 1.072
2023-01-15 14:02 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.363 s 0.826
2023-01-15 14:02 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.366 s 0.822
2023-01-15 14:01 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.261 s 0.707
2023-01-15 14:02 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.771 s 0.350
2023-01-15 14:08 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.314 s 0.211
2023-01-15 14:21 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.224 s 0.151
2023-01-15 14:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.907 s -0.128
2023-01-15 14:21 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.263 s 0.201
2023-01-15 14:25 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.511 s -0.329
2023-01-15 14:26 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 4.989 s -0.035
2023-01-15 14:14 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.300 s 0.227
2023-01-15 14:15 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.835 s 0.449
2023-01-15 14:20 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.193 s 0.441
2023-01-15 14:26 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.454 s 0.409
2023-01-15 14:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.700 s 0.106
2023-01-15 14:15 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.392 s -0.388
2023-01-15 14:27 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.874 s 0.060
2023-01-15 14:32 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.376 s 0.437
2023-01-15 14:20 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.062 s -0.495
2023-01-15 14:21 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.194 s 0.278
2023-01-15 14:27 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.421 s 0.234
2023-01-15 14:26 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.331 s 0.601
2023-01-15 14:26 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.337 s 0.484
2023-01-15 14:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.588 s -0.409
2023-01-15 14:26 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.410 s 0.420
2023-01-15 14:33 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.383 s 0.542
2023-01-15 14:32 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.471 s 0.260
2023-01-15 14:31 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.077 s 0.390
2023-01-15 14:33 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.427 s 0.437
2023-01-15 14:33 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.516 s 0.259
2023-01-15 14:34 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.936 s -0.373
2023-01-15 14:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.808 s 0.118
2023-01-15 14:39 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.402 s -0.034
2023-01-15 14:39 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.052 s -0.604
2023-01-15 14:39 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.315 s 0.331
2023-01-15 14:39 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.347 s 0.142
2023-01-15 14:40 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.524 s 0.498
2023-01-15 14:40 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.454 s 0.490
2023-01-15 14:40 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.998 s 0.332
2023-01-15 14:45 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.351 s 0.370
2023-01-15 14:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.483 s -0.431
2023-01-15 14:46 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.367 s 0.310
2023-01-15 14:46 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.586
2023-01-15 14:47 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.301 s 0.427
2023-01-15 14:47 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.425 s -0.197
2023-01-15 14:48 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.850 s 0.335
2023-01-15 14:47 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.388 s 0.410
2023-01-15 14:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.148 s 0.610
2023-01-15 14:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.072 s -0.319
2023-01-15 14:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.404 s 0.130
2023-01-15 14:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.251 s 0.130
2023-01-15 14:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.331 s -0.031
2023-01-15 14:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.276 s 0.271
2023-01-15 14:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.396 s 0.292
2023-01-15 14:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.912 s 0.686
2023-01-15 14:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.086 s -0.286
2023-01-15 14:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.745 s -0.488
2023-01-15 14:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.328 s -0.005
2023-01-15 14:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.250 s -0.575
2023-01-15 14:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.370 s 0.057
2023-01-15 14:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.510 s -0.736
2023-01-15 14:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.669 s -1.171
2023-01-15 14:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.121 s -1.702
2023-01-15 15:04 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.300 s -0.514
2023-01-15 15:01 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.740 s -1.961
2023-01-15 15:03 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.475 s -1.923
2023-01-15 15:04 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.306 s -0.459
2023-01-15 15:03 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.220 s 0.690
2023-01-15 15:04 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.550 s -0.569
2023-01-15 15:04 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.397 s 0.342
2023-01-15 15:04 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.821 s -0.864
2023-01-15 15:06 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.776 s -1.013
2023-01-15 15:07 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.257 s 0.107
2023-01-15 15:07 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.613 s -1.232
2023-01-15 15:07 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.290 s -0.065
2023-01-15 15:07 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.343 s -0.038
2023-01-15 15:07 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.497 s -0.275
2023-01-15 15:08 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.540 s -0.449
2023-01-15 15:08 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.559 s 0.178
2023-01-15 15:12 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.343 s 0.048
2023-01-15 15:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.747 s -1.051
2023-01-15 15:14 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.246 s 0.510
2023-01-15 15:14 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.320 s 0.052
2023-01-15 15:14 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.250 s 0.217
2023-01-15 15:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.365 s 0.136
2023-01-15 15:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.300 s 0.078
2023-01-15 15:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.799 s 0.318
2023-01-15 15:19 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.858 s 0.560
2023-01-15 15:19 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.026 s -0.193
2023-01-15 15:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.233 s 0.627
2023-01-15 15:20 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.306 s 0.282
2023-01-15 15:20 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.261 s 0.694
2023-01-15 15:20 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.387 s 0.620
2023-01-15 15:20 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.374 s 0.581
2023-01-15 15:20 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.882 s 0.062
2023-01-15 15:21 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.110 s -0.089
2023-01-15 15:22 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.255 s 0.441
2023-01-15 15:22 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.340 s 0.193
2023-01-15 15:22 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.510 s -0.295
2023-01-15 15:23 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.265 s 0.268
2023-01-15 15:23 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.485 s 0.497
2023-01-15 15:23 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.319 s 0.224
2023-01-15 15:24 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.703 s 0.165
2023-01-15 15:27 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.910 s 0.701
2023-01-15 15:30 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.350 s -0.010
2023-01-15 15:30 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.309 s 0.200
2023-01-15 15:29 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.334 s -0.284
2023-01-15 15:29 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.232 s 0.382
2023-01-15 15:30 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.252 s 0.537
2023-01-15 15:30 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.500 s 0.952
2023-01-15 15:31 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.764 s -0.051
2023-01-15 15:35 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.654 s 0.249
2023-01-15 15:36 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.319 s -2.205
2023-01-15 15:36 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.401 s -0.023
2023-01-15 15:36 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.316 s -0.306
2023-01-15 15:37 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.596 s 0.284
2023-01-15 15:37 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.510 s -0.541
2023-01-15 15:37 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.165 s 0.284
2023-01-15 15:38 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.047 s 0.144
2023-01-15 15:42 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.755 s 0.111
2023-01-15 15:44 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.297 s 0.989
2023-01-15 15:44 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.957 s -1.152
2023-01-15 15:44 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.318 s -1.670
2023-01-15 15:44 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.397 s 0.347
2023-01-15 15:44 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.527 s 0.054
2023-01-15 15:45 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.351 s 0.511
2023-01-15 15:45 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.362 s -0.298
2023-01-15 15:49 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.906 s 0.405
2023-01-15 15:52 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.542 s -0.171
2023-01-15 15:52 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.831 s 0.296
2023-01-15 15:51 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.565 s 0.135
2023-01-15 15:52 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.954 s 0.378
2023-01-15 15:52 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.450 s -0.033
2023-01-15 15:53 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.565 s 0.681
2023-01-15 15:53 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.976 s 0.343
2023-01-15 16:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.354 s -0.410
2023-01-15 16:00 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 41.099 s -0.601
2023-01-15 16:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.310 s -0.004
2023-01-15 16:06 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.121 s -0.867
2023-01-15 16:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.734 s -0.219
2023-01-15 16:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.269 s 0.366
2023-01-15 16:03 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 55.161 s -0.005
2023-01-15 16:03 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.235 s 0.107
2023-01-15 16:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.241 s 0.194
2023-01-15 16:05 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.399 s -0.013