Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 14:03 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.222 s -0.020
2022-11-23 14:03 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.298 s -0.090
2022-11-23 14:04 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.233 s -0.095
2022-11-23 14:04 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.357 s 0.120
2022-11-23 14:05 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.784 s 0.642
2022-11-23 14:05 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.330 s 0.506
2022-11-23 14:14 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.381 s 0.393
2022-11-23 14:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.530 s 0.322
2022-11-23 14:20 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.368 s 0.134
2022-11-23 14:16 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.461 s 0.784
2022-11-23 14:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.328 s -0.676
2022-11-23 14:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.406 s -0.566
2022-11-23 14:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.338 s -0.871
2022-11-23 14:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.415 s -0.207
2022-11-23 14:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.409 s -0.485
2022-11-23 14:18 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.912 s -0.483
2022-11-23 14:19 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.439 s -0.330
2022-11-23 14:19 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s -0.029
2022-11-23 14:19 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.324 s 0.164
2022-11-23 14:19 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.274 s -0.272
2022-11-23 14:19 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.364 s 0.327
2022-11-23 14:20 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.771 s 0.402
2022-11-23 14:25 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.289 s 0.151
2022-11-23 14:26 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.233 s -0.129
2022-11-23 14:26 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.244 s -0.444
2022-11-23 14:26 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.342 s 0.818
2022-11-23 14:26 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.301 s -0.469
2022-11-23 14:26 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.316 s -0.358
2022-11-23 14:27 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.339 s -0.314
2022-11-23 14:27 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.455 s -0.273
2022-11-23 14:31 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.252 s 0.079
2022-11-23 14:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.298 s -0.030
2022-11-23 14:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.309 s -0.159
2022-11-23 14:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.387 s -0.426
2022-11-23 14:33 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.861 s -0.370
2022-11-23 14:33 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.435 s -0.353
2022-11-23 14:32 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.572 s -0.583
2022-11-23 14:33 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.384 s -0.132
2022-11-23 14:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.416 s -0.325
2022-11-23 14:38 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.138 s -0.610
2022-11-23 14:39 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.267 s -0.342
2022-11-23 14:44 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.063 s -0.377
2022-11-23 14:44 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.330 s 0.065
2022-11-23 14:39 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.311 s -0.556
2022-11-23 14:45 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.418 s -0.045
2022-11-23 14:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.644 s -0.313
2022-11-23 14:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.519 s -0.394
2022-11-23 14:57 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.808 s -0.747
2022-11-23 14:43 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.498 s 0.113
2022-11-23 14:39 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.198 s -0.832
2022-11-23 14:50 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.061 s 0.627
2022-11-23 14:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.386 s -0.463
2022-11-23 14:38 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.919 s -1.684
2022-11-23 14:52 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.930 s -0.226
2022-11-23 14:40 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.225 s -0.606
2022-11-23 14:45 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.886 s -0.408
2022-11-23 14:59 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.013 s -0.347
2022-11-23 14:39 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.197 s -0.673
2022-11-23 14:40 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.720 s -0.707
2022-11-23 14:44 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.337 s -0.112
2022-11-23 14:45 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.467 s -0.633
2022-11-23 14:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.476 s -0.622
2022-11-23 14:58 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.460 s -0.127
2022-11-23 14:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.389 s -1.567
2022-11-23 14:52 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.428 s -0.533
2022-11-23 14:57 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.076 s 0.027
2022-11-23 14:57 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.319 s -0.513
2022-11-23 14:59 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.532 s -0.658
2022-11-23 14:58 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.347 s -0.205
2022-11-23 14:58 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.401 s -0.253
2022-11-23 15:06 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.396 s -0.640
2022-11-23 15:04 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.367 s -0.726
2022-11-23 15:05 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.297 s -0.222
2022-11-23 15:05 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.376 s -0.609
2022-11-23 15:05 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.306 s -0.287
2022-11-23 15:05 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.429 s -0.705
2022-11-23 15:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.252 s -0.645
2022-11-23 15:06 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.870 s -0.453
2022-11-23 15:11 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.178 s -0.541
2022-11-23 15:12 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.411 s -0.473
2022-11-23 15:14 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.328 s -0.321
2022-11-23 15:11 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.188 s -0.026
2022-11-23 15:13 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.105 s -1.069
2022-11-23 15:54 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.441 s -0.851
2022-11-23 15:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.311 s -0.641
2022-11-23 15:15 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.506 s -0.733
2022-11-23 15:15 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.376 s -0.930
2022-11-23 15:20 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.611 s -0.859
2022-11-23 15:22 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.222 s -0.560
2022-11-23 15:23 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.278 s -0.424
2022-11-23 15:26 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.251 s -0.701
2022-11-23 15:26 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.339 s -0.546
2022-11-23 15:26 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.287 s -1.032
2022-11-23 15:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.244 s 0.082
2022-11-23 15:12 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.337 s -0.807
2022-11-23 15:12 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.280 s -0.910
2022-11-23 15:22 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.148 s 1.106
2022-11-23 15:16 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.109 s -1.069
2022-11-23 15:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.486 s 0.040
2022-11-23 15:15 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.653 s -0.453
2022-11-23 15:23 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.399 s -0.275
2022-11-23 15:25 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.683 s -0.639
2022-11-23 15:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.813 s 0.924
2022-11-23 15:12 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.400 s -0.514
2022-11-23 15:27 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.558 s -0.860
2022-11-23 15:34 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.297 s -0.685
2022-11-23 15:39 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.267 s -0.536
2022-11-23 15:50 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.517 s -0.670
2022-11-23 15:12 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.947 s 0.069
2022-11-23 15:23 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.546 s -0.680
2022-11-23 15:56 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.607 s -0.585
2022-11-23 15:14 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.247 s -0.760
2022-11-23 15:23 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.800 s -0.019
2022-11-23 15:26 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.480 s -0.678
2022-11-23 15:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.317 s -0.796
2022-11-23 15:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.886 s -0.270
2022-11-23 15:42 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.489 s 0.013
2022-11-23 15:14 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.738 s -0.964
2022-11-23 15:40 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.133 s -0.620
2022-11-23 15:23 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.300 s -0.506
2022-11-23 15:27 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.540 s -0.837
2022-11-23 15:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.246 s -0.531
2022-11-23 15:49 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.355 s -0.627
2022-11-23 15:26 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.494 s -0.655
2022-11-23 15:33 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.370 s -0.757
2022-11-23 15:42 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.269 s -0.657
2022-11-23 15:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.257 s -0.184
2022-11-23 15:31 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.309 s -0.155
2022-11-23 15:33 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.599 s 0.149
2022-11-23 15:33 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.320 s -0.528
2022-11-23 15:41 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.555 s -1.035
2022-11-23 15:48 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s -0.721
2022-11-23 15:49 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.320 s -0.772
2022-11-23 15:34 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.811 s -0.044
2022-11-23 15:42 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.326 s -1.194
2022-11-23 15:39 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.404 s -1.782
2022-11-23 15:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.342 s -0.324
2022-11-23 15:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.067 s -0.018
2022-11-23 15:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.388 s -0.716
2022-11-23 15:56 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.497 s -0.198
2022-11-23 15:38 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s -0.182
2022-11-23 15:57 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.066 s -0.773
2022-11-23 15:43 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.749 s -1.451
2022-11-23 15:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.592 s -1.490
2022-11-23 15:56 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.188 s -0.995
2022-11-23 16:03 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.407 s -0.441
2022-11-23 15:46 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.921 s -0.580
2022-11-23 15:49 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.260 s -0.891
2022-11-23 16:01 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.722 s -1.170
2022-11-23 16:04 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.362 s -0.916
2022-11-23 15:55 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.171 s -0.433
2022-11-23 16:03 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.311 s -0.876
2022-11-23 15:50 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.758 s -0.342
2022-11-23 16:03 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.719 s -0.417
2022-11-23 15:56 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.404 s -0.933
2022-11-23 16:03 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.540 s -0.539
2022-11-23 16:04 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.357 s -0.216
2022-11-23 16:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.906 s 0.022
2022-11-23 16:03 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.312 s -0.638
2022-11-23 16:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.477 s 0.715
2022-11-23 16:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.441 s -0.840
2022-11-23 16:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.551 s -1.527
2022-11-23 16:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.835 s -0.913
2022-11-23 16:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.970 s -0.671
2022-11-23 16:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.666 s -1.270
2022-11-23 16:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.048 s -0.438
2022-11-23 16:24 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.754 s -1.061
2022-11-23 16:19 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 39.170 s -1.258
2022-11-23 16:23 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.237 s -0.974
2022-11-23 16:23 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.356 s -0.804
2022-11-23 16:22 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.114 s -0.586
2022-11-23 16:23 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.270 s -0.796
2022-11-23 16:23 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.315 s -0.747
2022-11-23 16:23 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.241 s -0.668
2022-11-23 16:25 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.102 s -0.463
2022-11-23 16:25 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.406 s -1.591