Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-09 16:27 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.286 s -0.679
2022-11-09 16:19 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.240 s -0.493
2022-11-09 16:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.512 s -1.682
2022-11-09 16:19 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.234 s -0.727
2022-11-09 16:19 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.317 s -1.035
2022-11-09 16:27 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.387 s -0.569
2022-11-09 16:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.841 s -0.722
2022-11-09 16:27 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.345 s -0.835
2022-11-09 16:40 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.386 s -0.117
2022-11-09 16:40 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.439 s -0.190
2022-11-09 16:41 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.904 s -0.640
2022-11-09 16:20 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.914 s -1.742
2022-11-09 16:20 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.349 s -0.848
2022-11-09 16:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.424 s -0.534
2022-11-09 16:20 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.386 s -1.168
2022-11-09 16:24 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.325 s -0.088
2022-11-09 16:24 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 6.051 s -1.618
2022-11-09 16:25 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.408 s -0.009
2022-11-09 16:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.560 s -0.908
2022-11-09 16:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.918 s -0.324
2022-11-09 16:27 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.271 s -0.314
2022-11-09 16:24 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.412 s -0.549
2022-11-09 16:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.409 s -0.510
2022-11-09 16:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.380 s -0.410
2022-11-09 16:25 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.334 s -0.058
2022-11-09 16:34 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.345 s -0.549
2022-11-09 16:33 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.236 s -0.251
2022-11-09 16:35 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.479 s -0.789
2022-11-09 16:40 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.310 s 0.029
2022-11-09 16:41 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.393 s -0.375
2022-11-09 16:52 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.469 s -0.443
2022-11-09 16:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.358 s -0.843
2022-11-09 16:53 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.423 s -0.191
2022-11-09 16:33 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.303 s -0.495
2022-11-09 16:34 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.246 s -0.344
2022-11-09 16:34 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.373 s -3.566
2022-11-09 16:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.570 s -0.084
2022-11-09 16:39 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.300 s 0.067
2022-11-09 16:32 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.337 s -1.198
2022-11-09 16:33 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 8.003 s -1.356
2022-11-09 16:39 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.279 s -0.943
2022-11-09 16:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.269 s -0.393
2022-11-09 16:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.316 s -0.464
2022-11-09 16:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.762 s -0.425
2022-11-09 16:51 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.503 s -1.011
2022-11-09 16:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.195 s -0.402
2022-11-09 16:51 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.338 s -0.318
2022-11-09 16:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.914 s -0.279
2022-11-09 16:52 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.418 s -0.301
2022-11-09 16:53 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.929 s -0.646
2022-11-09 16:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.195 s -0.290
2022-11-09 16:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.223 s 0.009
2022-11-09 16:52 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.339 s -0.101
2022-11-09 16:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.443 s -0.936
2022-11-09 17:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.319 s -0.028
2022-11-09 17:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.065 s -0.673
2022-11-09 16:57 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.097 s -0.857
2022-11-09 16:59 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.985 s -0.802
2022-11-09 17:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.817 s -0.332
2022-11-09 17:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.408 s -0.328
2022-11-09 17:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.353 s -0.187
2022-11-09 16:58 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.473 s -0.138
2022-11-09 16:58 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.383 s 0.117
2022-11-09 16:58 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.373 s 0.180
2022-11-09 16:59 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.424 s 0.171
2022-11-09 16:58 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.972 s -2.200
2022-11-09 16:59 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.524 s -0.202
2022-11-09 17:12 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.740 s -1.019
2022-11-09 17:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.477 s -0.567
2022-11-09 17:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.533 s -0.164
2022-11-09 17:12 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.301 s -0.255
2022-11-09 17:12 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.378 s -0.494
2022-11-09 17:13 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.425 s -0.227
2022-11-09 17:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.346 s -1.405
2022-11-09 17:11 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.387 s -1.043
2022-11-09 17:13 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.306 s -0.110
2022-11-09 17:13 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.395 s -0.151
2022-11-09 17:14 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.923 s -0.872
2022-11-09 17:18 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.189 s -0.874
2022-11-09 17:19 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.334 s -0.399
2022-11-09 17:19 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.251 s -0.296
2022-11-09 17:19 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.244 s -0.143
2022-11-09 17:20 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.398 s -0.103
2022-11-09 17:19 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.277 s -0.162
2022-11-09 17:20 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.048 s -0.441
2022-11-09 17:21 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.247 s -0.712
2022-11-09 17:19 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.414 s -0.352
2022-11-09 17:20 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.085 s 0.071
2022-11-09 17:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.221 s -0.149
2022-11-09 17:21 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.723 s -1.592
2022-11-09 17:22 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.335 s -0.790
2022-11-09 17:27 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.585 s -0.687
2022-11-09 17:29 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.214 s -0.827
2022-11-09 17:31 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.314 s -0.515
2022-11-09 17:22 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.504 s -0.485
2022-11-09 17:22 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.370 s -0.665
2022-11-09 17:23 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.655 s -1.005
2022-11-09 17:30 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.302 s -0.390
2022-11-09 17:23 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.071 s 0.359
2022-11-09 17:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.939 s -0.305
2022-11-09 17:34 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.557 s -0.226
2022-11-09 17:30 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.399 s -0.226
2022-11-09 17:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.679 s -0.941
2022-11-09 17:33 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.282 s -0.267
2022-11-09 17:34 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.526 s -0.028
2022-11-09 17:30 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.545 s -0.528
2022-11-09 17:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.462 s -1.242
2022-11-09 17:38 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.251 s 1.398
2022-11-09 17:40 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.243 s 0.029
2022-11-09 17:30 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.798 s 0.193
2022-11-09 17:41 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.295 s -0.271
2022-11-09 17:33 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.340 s -0.491
2022-11-09 17:33 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.251 s -0.378
2022-11-09 17:34 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.501 s -0.460
2022-11-09 17:40 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.319 s -0.216
2022-11-09 17:40 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.247 s -0.061
2022-11-09 17:45 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.835 s -0.453
2022-11-09 17:41 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.367 s -0.257
2022-11-09 17:40 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.514 s 0.979
2022-11-09 17:45 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.431 s -1.020
2022-11-09 17:41 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.860 s -0.332
2022-11-09 17:45 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.237 s -0.259
2022-11-09 17:46 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.315 s -0.621
2022-11-09 17:46 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.265 s -0.074
2022-11-09 17:46 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.390 s -0.539
2022-11-09 17:46 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.397 s 0.010
2022-11-09 17:49 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.322 s -0.360
2022-11-09 17:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.128 s -0.322
2022-11-09 17:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.536 s -1.922
2022-11-09 17:49 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.511 s -0.360
2022-11-09 17:48 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.260 s -0.309
2022-11-09 17:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.342 s -0.233
2022-11-09 17:50 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.715 s -0.157
2022-11-09 17:49 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.266 s -0.113
2022-11-09 17:53 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.925 s -0.638
2022-11-09 17:55 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.082 s 0.872
2022-11-09 17:55 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s -0.302
2022-11-09 17:55 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.318 s -0.458
2022-11-09 17:56 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.259 s -0.271
2022-11-09 17:56 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.522 s -1.058
2022-11-09 17:57 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.774 s -0.180
2022-11-09 17:56 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.365 s -0.963
2022-11-09 18:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.034 s 0.038
2022-11-09 18:02 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.145 s -0.334
2022-11-09 18:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.496 s -1.426
2022-11-09 18:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.410 s -0.604
2022-11-09 18:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.551 s -0.732
2022-11-09 18:02 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.401 s -1.253
2022-11-09 18:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.726 s -0.892
2022-11-09 18:10 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.645 s 0.237
2022-11-09 18:03 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.608 s -0.503
2022-11-09 18:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.173 s -1.674
2022-11-09 18:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.313 s -0.620
2022-11-09 18:01 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.403 s -0.131
2022-11-09 18:02 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.309 s -1.172
2022-11-09 18:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.365 s -0.616
2022-11-09 18:18 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.538 s -0.336
2022-11-09 18:17 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.613 s -0.163
2022-11-09 18:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.309 s -0.179
2022-11-09 18:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.354 s -0.880
2022-11-09 18:15 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.924 s -1.176
2022-11-09 18:18 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.437 s -0.043
2022-11-09 18:18 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.833 s -0.442
2022-11-09 18:18 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.962 s -0.186
2022-11-09 18:19 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.598 s -1.480
2022-11-09 18:20 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.015 s 0.089
2022-11-09 18:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.237 s -0.724
2022-11-09 18:31 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.394 s -0.149
2022-11-09 18:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.926 s -1.386
2022-11-09 18:30 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.767 s -0.599
2022-11-09 18:30 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.240 s -0.364
2022-11-09 18:30 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.266 s -0.048
2022-11-09 18:29 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.382 s -2.853
2022-11-09 18:30 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.314 s -0.584
2022-11-09 18:30 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.362 s -0.965
2022-11-09 18:32 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.072 s -0.129