Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-08 18:02 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.226 s 1.091
2022-11-08 18:02 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.355 s 0.476
2022-11-08 18:04 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.332 s 0.939
2022-11-08 18:04 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.797 s 0.332
2022-11-08 18:02 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.289 s 0.655
2022-11-08 18:02 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.217 s 1.065
2022-11-08 18:13 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.424 s -0.786
2022-11-08 18:14 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.481 s 0.552
2022-11-08 18:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.328 s 0.814
2022-11-08 18:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.316 s 0.904
2022-11-08 18:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.392 s 0.725
2022-11-08 18:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.407 s 0.722
2022-11-08 18:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.528 s 0.774
2022-11-08 18:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.404 s 0.757
2022-11-08 18:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.901 s 0.967
2022-11-08 18:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.405 s 0.709
2022-11-08 18:24 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.348 s 0.658
2022-11-08 18:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.260 s 0.863
2022-11-08 18:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.367 s 0.803
2022-11-08 18:19 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.782 s 0.145
2022-11-08 18:17 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.317 s 0.868
2022-11-08 18:24 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.245 s 0.399
2022-11-08 18:25 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.455 s 0.223
2022-11-08 18:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.267 s 0.878
2022-11-08 18:25 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.313 s 0.366
2022-11-08 18:24 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.300 s 0.220
2022-11-08 18:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.364 s 0.767
2022-11-08 18:23 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.303 s 0.315
2022-11-08 18:24 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.234 s 0.548
2022-11-08 18:25 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.338 s 0.623
2022-11-08 18:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.567 s 0.015
2022-11-08 18:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.262 s 0.283
2022-11-08 18:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.308 s 0.712
2022-11-08 18:30 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.297 s 0.775
2022-11-08 18:30 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.382 s 0.557
2022-11-08 18:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.430 s 0.564
2022-11-08 18:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.855 s 0.227
2022-11-08 18:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.388 s 0.483
2022-11-08 18:38 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.709 s -0.239
2022-11-08 18:36 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.900 s 0.685
2022-11-08 18:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.641 s -0.664
2022-11-08 18:37 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.192 s 0.601
2022-11-08 18:36 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.119 s -0.663
2022-11-08 18:42 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.420 s 0.230
2022-11-08 18:37 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.192 s 0.685
2022-11-08 18:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.075 s 0.585
2022-11-08 18:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.512 s 0.623
2022-11-08 18:37 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.268 s 0.098
2022-11-08 18:41 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.501 s 0.362
2022-11-08 18:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.337 s 0.668
2022-11-08 18:37 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.314 s -0.229
2022-11-08 18:38 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.222 s 0.499
2022-11-08 18:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.050 s -0.851
2022-11-08 18:43 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.468 s 0.139
2022-11-08 18:43 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.888 s -0.022
2022-11-08 18:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.330 s 0.691
2022-11-08 19:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.278 s 0.453
2022-11-08 18:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.374 s 0.726
2022-11-08 18:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.796 s 0.752
2022-11-08 19:23 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.333 s 0.237
2022-11-08 19:30 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.241 s 0.757
2022-11-08 18:43 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.419 s 0.601
2022-11-08 18:57 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.020 s 0.024
2022-11-08 18:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.382 s 0.724
2022-11-08 19:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.251 s 0.454
2022-11-08 19:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.396 s 0.675
2022-11-08 19:20 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.534 s 0.350
2022-11-08 19:46 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.502 s 0.919
2022-11-08 18:55 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.408 s 0.285
2022-11-08 18:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.526 s 0.699
2022-11-08 19:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.332 s 0.178
2022-11-08 19:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.900 s 0.756
2022-11-08 19:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.398 s -0.442
2022-11-08 19:57 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.504 s 0.549
2022-11-08 18:55 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.315 s 0.679
2022-11-08 19:04 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.863 s 0.018
2022-11-08 19:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.404 s 0.368
2022-11-08 18:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.469 s 0.552
2022-11-08 18:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.923 s 0.425
2022-11-08 18:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.421 s 0.791
2022-11-08 19:45 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.233 s 0.688
2022-11-08 19:04 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.390 s 0.746
2022-11-08 19:17 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.572 s 0.265
2022-11-08 19:20 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.296 s 0.349
2022-11-08 19:30 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.244 s 0.708
2022-11-08 19:53 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.006 s 0.775
2022-11-08 18:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.345 s 0.695
2022-11-08 19:02 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.541 s -1.219
2022-11-08 19:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.671 s 0.517
2022-11-08 19:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.495 s 0.199
2022-11-08 18:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.468 s 0.287
2022-11-08 19:03 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.308 s 0.510
2022-11-08 19:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.067 s 0.978
2022-11-08 19:45 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.312 s 0.315
2022-11-08 18:55 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.094 s -0.640
2022-11-08 19:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.326 s 0.162
2022-11-08 19:03 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.372 s 0.327
2022-11-08 19:24 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.545 s 0.751
2022-11-08 19:36 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.392 s 0.992
2022-11-08 19:39 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.314 s 0.784
2022-11-08 20:07 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.812 s 0.856
2022-11-08 19:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.244 s 0.361
2022-11-08 19:35 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.087 s -0.879
2022-11-08 19:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.173 s 0.516
2022-11-08 19:13 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.645 s 0.609
2022-11-08 19:22 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.653 s 0.128
2022-11-08 19:23 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.489 s -0.235
2022-11-08 19:30 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.355 s 0.684
2022-11-08 19:35 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.817 s 1.099
2022-11-08 20:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.351 s -0.002
2022-11-08 19:01 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.349 s 0.740
2022-11-08 19:02 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.299 s 0.536
2022-11-08 19:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.187 s -0.545
2022-11-08 19:13 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.084 s -0.010
2022-11-08 19:43 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.910 s 0.840
2022-11-08 19:03 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.427 s 0.176
2022-11-08 19:20 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.398 s 0.530
2022-11-08 19:20 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.792 s 1.040
2022-11-08 19:37 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.108 s 0.732
2022-11-08 19:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.363 s 0.819
2022-11-08 19:38 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.482 s 0.617
2022-11-08 19:23 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.398 s 0.585
2022-11-08 19:28 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.313 s -0.109
2022-11-08 19:35 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.305 s 0.394
2022-11-08 19:36 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.376 s 0.458
2022-11-08 19:36 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.877 s 0.086
2022-11-08 19:38 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.335 s 0.636
2022-11-08 19:30 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.315 s 0.419
2022-11-08 19:30 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.481 s 0.877
2022-11-08 19:31 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.811 s -0.052
2022-11-08 19:35 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.233 s 0.694
2022-11-08 19:38 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.262 s 0.713
2022-11-08 19:52 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.491 s 0.374
2022-11-08 20:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.525 s 0.609
2022-11-08 20:18 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.666 s 0.472
2022-11-08 19:19 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.055 s 1.243
2022-11-08 19:39 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.688 s 0.950
2022-11-08 19:45 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.237 s 0.162
2022-11-08 19:23 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.247 s 0.578
2022-11-08 19:23 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.278 s 0.786
2022-11-08 19:38 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.475 s 0.682
2022-11-08 19:21 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.288 s -0.659
2022-11-08 19:31 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.291 s 0.785
2022-11-08 19:45 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.254 s 0.680
2022-11-08 19:46 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.763 s -0.249
2022-11-08 19:52 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.308 s -0.121
2022-11-08 20:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.306 s 0.356
2022-11-08 19:20 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.216 s 0.789
2022-11-08 19:36 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.263 s 0.762
2022-11-08 19:38 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.255 s 0.671
2022-11-08 20:00 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.357 s 0.631
2022-11-08 20:07 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.433 s 0.743
2022-11-08 19:24 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.517 s 0.359
2022-11-08 19:45 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.349 s 0.303
2022-11-08 20:01 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.360 s -0.555
2022-11-08 20:05 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.907 s 0.691
2022-11-08 20:15 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.233 s 1.010
2022-11-08 20:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.236 s 0.651
2022-11-08 20:20 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.392 s 0.581
2022-11-08 19:52 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.140 s 0.689
2022-11-08 20:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.734 s -0.496
2022-11-08 20:21 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.065 s 0.667
2022-11-08 19:51 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.394 s 0.834
2022-11-08 19:53 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.140 s 0.542
2022-11-08 20:00 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.529 s 0.228
2022-11-08 20:07 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.469 s 0.394
2022-11-08 20:07 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.530 s 0.503
2022-11-08 20:09 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.958 s 1.067
2022-11-08 20:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.266 s 0.656
2022-11-08 19:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.592 s -0.090
2022-11-08 19:59 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.403 s 0.271
2022-11-08 20:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.918 s 1.166
2022-11-08 20:18 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.230 s 0.796
2022-11-08 19:59 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.306 s 0.590
2022-11-08 19:59 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.306 s 0.737
2022-11-08 19:59 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.534 s 0.731