Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-17 21:33 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.365 s 0.271
2022-11-17 21:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.501 s -0.256
2022-11-17 21:32 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.301 s 0.167
2022-11-17 21:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.827 s 0.710
2022-11-17 21:32 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.223 s 0.451
2022-11-17 21:33 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.227 s 0.788
2022-11-17 21:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.332 s 0.652
2022-11-17 21:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.392 s 0.514
2022-11-17 21:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.324 s -0.692
2022-11-17 21:45 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.729 s 0.661
2022-11-17 21:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.328 s 0.029
2022-11-17 21:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.402 s -0.207
2022-11-17 21:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.404 s -0.121
2022-11-17 21:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.419 s -0.239
2022-11-17 21:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.903 s 0.546
2022-11-17 22:03 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.958 s -1.246
2022-11-17 21:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.545 s -0.054
2022-11-17 21:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.374 s 0.193
2022-11-17 21:49 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.267 s 0.547
2022-11-17 21:50 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.875 s -0.720
2022-11-17 21:48 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.326 s 0.221
2022-11-17 21:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.263 s 0.142
2022-11-17 21:49 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.365 s 0.761
2022-11-17 21:55 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.306 s -0.742
2022-11-17 21:56 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.322 s -0.426
2022-11-17 21:55 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.232 s -0.345
2022-11-17 21:54 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.273 s 2.373
2022-11-17 21:56 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.246 s -1.140
2022-11-17 21:55 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.579 s 1.231
2022-11-17 21:56 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.504 s -1.132
2022-11-17 21:56 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.338 s -0.224
2022-11-17 22:01 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.252 s 1.448
2022-11-17 22:02 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.390 s -0.639
2022-11-17 22:01 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.596 s -0.931
2022-11-17 22:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.299 s -0.560
2022-11-17 22:02 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.446 s -0.825
2022-11-17 22:02 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.309 s -0.702
2022-11-17 22:02 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.383 s -0.461
2022-11-17 22:07 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.891 s 1.235
2022-11-17 22:13 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.574 s -0.701
2022-11-17 22:15 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.962 s -0.700
2022-11-17 22:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.314 s -0.137
2022-11-17 22:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.423 s -0.421
2022-11-17 22:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.348 s -0.576
2022-11-17 22:08 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.483 s -4.011
2022-11-17 22:14 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.465 s -0.297
2022-11-17 22:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.196 s -0.548
2022-11-17 22:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.194 s -0.212
2022-11-17 22:13 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.487 s 0.570
2022-11-17 22:09 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.787 s -0.376
2022-11-17 22:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.271 s -0.384
2022-11-17 22:14 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.335 s -0.274
2022-11-17 22:36 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.977 s -1.311
2022-11-17 22:15 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.415 s -0.053
2022-11-17 22:19 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.062 s 1.322
2022-11-17 22:09 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.220 s 0.293
2022-11-17 22:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.414 s -0.956
2022-11-17 22:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.490 s -1.627
2022-11-17 22:26 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.800 s 0.276
2022-11-17 22:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.316 s -0.444
2022-11-17 22:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.273 s -0.247
2022-11-17 22:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.244 s -0.607
2022-11-17 22:44 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.529 s -0.969
2022-11-17 22:20 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.848 s 0.575
2022-11-17 22:14 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.417 s -0.415
2022-11-17 22:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.521 s 0.115
2022-11-17 22:55 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.433 s 0.333
2022-11-17 22:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.533 s -0.116
2022-11-17 22:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.330 s -0.350
2022-11-17 22:45 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.652 s -0.746
2022-11-17 23:02 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.688 s -0.842
2022-11-17 22:20 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.381 s -0.374
2022-11-17 22:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.135 s -0.727
2022-11-17 22:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.800 s -0.260
2022-11-17 22:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.553 s -0.208
2022-11-17 22:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.646 s 0.630
2022-11-17 22:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.523 s -0.387
2022-11-17 22:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 1.055 s -1.670
2022-11-17 22:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.155 s -1.956
2022-11-17 22:43 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.853 s -0.924
2022-11-17 22:51 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.193 s 0.394
2022-11-17 22:20 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.372 s -0.370
2022-11-17 22:34 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.373 s -0.380
2022-11-17 22:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.396 s -0.297
2022-11-17 22:20 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.473 s -0.429
2022-11-17 22:33 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.362 s -0.229
2022-11-17 22:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.421 s -0.394
2022-11-17 22:52 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.311 s -0.921
2022-11-17 22:40 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.158 s 1.423
2022-11-17 22:35 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.301 s -0.113
2022-11-17 22:35 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.389 s -0.025
2022-11-17 22:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.337 s -0.534
2022-11-17 22:49 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.585 s -0.645
2022-11-17 22:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.361 s -0.525
2022-11-17 22:27 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.295 s 0.563
2022-11-17 22:34 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.689 s 0.841
2022-11-17 22:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.228 s -1.387
2022-11-17 22:34 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s -0.036
2022-11-17 22:52 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.552 s -0.650
2022-11-17 22:35 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.431 s -0.556
2022-11-17 22:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.252 s -0.891
2022-11-17 22:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.252 s -0.939
2022-11-17 22:41 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.338 s -0.303
2022-11-17 22:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.402 s -1.467
2022-11-17 22:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.086 s -0.651
2022-11-17 22:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.522 s -0.550
2022-11-17 22:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.285 s -1.178
2022-11-17 22:44 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.334 s -0.453
2022-11-17 22:44 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.373 s -1.221
2022-11-17 22:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.348 s -0.874
2022-11-17 22:45 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.126 s -2.383
2022-11-17 23:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.308 s -0.094
2022-11-17 23:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.243 s -0.249
2022-11-17 23:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.322 s -0.427
2022-11-17 23:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.377 s -0.750
2022-11-17 23:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.935 s -0.990
2022-11-17 23:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.246 s -0.428
2022-11-17 23:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.294 s -0.652
2022-11-17 23:10 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.508 s 0.147
2022-11-17 23:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.238 s -0.601
2022-11-17 23:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.318 s -0.785
2022-11-17 23:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.266 s -0.404
2022-11-17 23:09 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 1.042 s -0.851
2022-11-17 23:07 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 7.146 s -3.781
2022-11-17 23:09 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.120 s -0.251
2022-11-17 23:07 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.854 s -2.011
2022-11-17 23:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.391 s 0.278
2022-11-17 23:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.400 s -0.694
2022-11-17 23:11 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.347 s -0.359
2022-11-17 23:10 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.260 s -0.750
2022-11-17 23:11 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.265 s -0.352
2022-11-17 23:11 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.562 s -1.001
2022-11-17 23:12 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.320 s -0.677
2022-11-17 23:12 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.786 s -1.284
2022-11-17 23:16 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.914 s 0.131
2022-11-17 23:17 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.934 s -0.528
2022-11-17 23:18 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.243 s -1.142
2022-11-17 23:18 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.328 s -1.033
2022-11-17 23:18 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.257 s -0.363
2022-11-17 23:18 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.377 s -1.236
2022-11-17 23:19 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.503 s 0.336
2022-11-17 23:19 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.813 s -0.170
2022-11-17 23:25 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.638 s -0.549
2022-11-17 23:33 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.356 s -0.098
2022-11-17 23:32 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.305 s -0.182
2022-11-17 23:30 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.701 s -0.632
2022-11-17 23:25 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.311 s -0.786
2022-11-17 23:26 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.156 s -0.004
2022-11-17 23:24 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.358 s 1.028
2022-11-17 23:25 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.497 s -0.840
2022-11-17 23:33 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.586 s -1.038
2022-11-17 23:40 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.431 s -0.138
2022-11-17 23:26 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.041 s -0.006
2022-11-17 23:32 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.417 s -0.827
2022-11-17 23:33 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.309 s -0.537
2022-11-17 23:24 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.161 s -0.477
2022-11-17 23:25 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.407 s -0.705
2022-11-17 23:32 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.682 s 0.328
2022-11-17 23:34 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.361 s -1.031
2022-11-17 23:40 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.540 s -0.736
2022-11-17 23:41 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.505 s 0.984
2022-11-17 23:38 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.915 s -0.496
2022-11-17 23:40 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.837 s -1.915
2022-11-17 23:41 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.963 s -0.013
2022-11-17 23:42 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.003 s 0.612
2022-11-17 23:40 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.814 s 0.193
2022-11-17 23:52 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.267 s -0.524
2022-11-17 23:52 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.232 s -0.257
2022-11-17 23:52 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.238 s -0.325
2022-11-17 23:53 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.795 s -0.317
2022-11-17 23:51 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.625 s 1.466
2022-11-17 23:52 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.315 s -0.552
2022-11-17 23:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.399 s -1.394
2022-11-17 23:49 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.196 s 2.313
2022-11-17 23:52 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.364 s -0.608
2022-11-17 23:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.081 s -0.159