Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-08 05:52 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.214 s 0.785
2022-11-08 05:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.351 s 0.369
2022-11-08 05:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.284 s 0.634
2022-11-08 05:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.800 s 0.622
2022-11-08 05:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.222 s 0.813
2022-11-08 05:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.323 s 1.029
2022-11-08 06:04 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.370 s 0.774
2022-11-08 06:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.385 s 0.478
2022-11-08 06:05 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.507 s 1.001
2022-11-08 06:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.312 s 0.520
2022-11-08 06:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.322 s 0.541
2022-11-08 06:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.399 s 0.519
2022-11-08 06:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.521 s 0.602
2022-11-08 06:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.393 s 0.726
2022-11-08 06:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.890 s 0.993
2022-11-08 06:08 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.254 s 0.717
2022-11-08 06:08 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.407 s 0.885
2022-11-08 06:08 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.312 s 0.680
2022-11-08 06:08 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.263 s 0.671
2022-11-08 06:08 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.358 s 0.665
2022-11-08 06:09 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.362 s 0.590
2022-11-08 06:09 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.780 s 0.344
2022-11-08 06:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.288 s 0.276
2022-11-08 06:14 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.295 s 0.070
2022-11-08 06:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.304 s 0.324
2022-11-08 06:15 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.528 s 0.891
2022-11-08 06:15 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.226 s 0.551
2022-11-08 06:15 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.235 s 0.504
2022-11-08 06:16 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.439 s 0.353
2022-11-08 06:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.332 s 0.362
2022-11-08 06:20 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.260 s -0.206
2022-11-08 06:21 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.549 s 0.620
2022-11-08 06:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.291 s 0.540
2022-11-08 06:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.299 s 0.606
2022-11-08 06:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.374 s 0.336
2022-11-08 06:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.424 s 0.374
2022-11-08 06:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.855 s 0.289
2022-11-08 06:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.375 s 0.523
2022-11-08 06:26 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.889 s 0.669
2022-11-08 06:27 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.258 s 0.106
2022-11-08 06:28 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.188 s 0.434
2022-11-08 06:27 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.293 s -0.737
2022-11-08 06:27 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.187 s 0.497
2022-11-08 06:28 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.305 s -0.020
2022-11-08 06:28 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.215 s 0.561
2022-11-08 06:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.684 s -1.017
2022-11-08 07:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.917 s 0.497
2022-11-08 07:02 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.485 s 0.144
2022-11-08 06:28 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.711 s 0.244
2022-11-08 06:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.321 s 0.468
2022-11-08 06:33 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.326 s 0.452
2022-11-08 06:39 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.363 s 0.590
2022-11-08 07:02 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.238 s 0.105
2022-11-08 07:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.422 s 0.263
2022-11-08 06:33 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.405 s 0.125
2022-11-08 06:33 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.453 s 0.087
2022-11-08 06:38 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.067 s 0.247
2022-11-08 06:39 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.813 s -0.849
2022-11-08 06:39 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.372 s 0.541
2022-11-08 06:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.360 s 0.294
2022-11-08 06:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.854 s 0.469
2022-11-08 06:32 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.474 s 2.049
2022-11-08 06:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.343 s 0.790
2022-11-08 06:39 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.455 s 0.390
2022-11-08 06:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.409 s 0.406
2022-11-08 06:45 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.280 s -1.278
2022-11-08 06:40 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.506 s 0.322
2022-11-08 06:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.810 s 0.011
2022-11-08 07:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.392 s 0.481
2022-11-08 07:18 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.338 s -1.003
2022-11-08 06:32 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.235 s -1.147
2022-11-08 06:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.873 s 0.371
2022-11-08 06:59 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.204 s -0.374
2022-11-08 06:40 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.414 s 0.548
2022-11-08 06:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.516 s 0.587
2022-11-08 06:40 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.925 s 0.284
2022-11-08 06:46 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.337 s 0.514
2022-11-08 06:46 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.305 s 0.584
2022-11-08 06:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.388 s 0.349
2022-11-08 06:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.384 s 0.453
2022-11-08 07:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.389 s 0.515
2022-11-08 06:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.458 s 0.155
2022-11-08 07:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.678 s 0.707
2022-11-08 07:03 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.066 s 0.459
2022-11-08 07:20 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.641 s -1.418
2022-11-08 07:27 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.116 s 0.670
2022-11-08 06:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.239 s 0.687
2022-11-08 07:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.266 s 0.702
2022-11-08 07:03 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.636 s 0.623
2022-11-08 07:08 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.561 s 0.664
2022-11-08 07:25 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.228 s 0.429
2022-11-08 06:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.003 s 0.468
2022-11-08 06:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.287 s 0.519
2022-11-08 06:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.411 s 0.326
2022-11-08 06:58 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.161 s 0.349
2022-11-08 07:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.473 s 0.084
2022-11-08 07:25 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.797 s 1.585
2022-11-08 07:28 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.334 s 0.054
2022-11-08 06:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.296 s 0.458
2022-11-08 07:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.081 s 0.618
2022-11-08 07:02 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.361 s 0.232
2022-11-08 07:10 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.297 s -0.212
2022-11-08 07:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.643 s 0.556
2022-11-08 07:20 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.238 s 0.531
2022-11-08 07:28 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.468 s 0.615
2022-11-08 06:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.321 s 0.235
2022-11-08 07:02 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.319 s 0.067
2022-11-08 07:26 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.370 s 0.280
2022-11-08 07:28 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.258 s 0.310
2022-11-08 07:20 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.354 s 0.274
2022-11-08 07:35 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.249 s 0.349
2022-11-08 07:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.204 s -0.592
2022-11-08 07:21 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.285 s 0.506
2022-11-08 07:26 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.258 s 0.501
2022-11-08 07:26 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.391 s 0.536
2022-11-08 07:11 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.258 s 0.132
2022-11-08 07:57 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.952 s 0.034
2022-11-08 07:33 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.905 s 0.514
2022-11-08 07:36 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.495 s 0.831
2022-11-08 07:10 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.531 s 0.007
2022-11-08 07:13 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.326 s 0.109
2022-11-08 07:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.546 s 0.532
2022-11-08 07:35 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.227 s 0.412
2022-11-08 07:10 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.389 s 0.603
2022-11-08 07:10 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.792 s 0.552
2022-11-08 07:10 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.212 s 0.468
2022-11-08 07:21 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.797 s 0.601
2022-11-08 07:25 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.178 s -0.353
2022-11-08 07:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.275 s 0.275
2022-11-08 07:28 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.488 s 0.735
2022-11-08 07:43 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.152 s 0.051
2022-11-08 07:20 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.240 s 0.231
2022-11-08 07:43 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.035 s -0.005
2022-11-08 07:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.500 s 0.831
2022-11-08 08:09 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.231 s 0.351
2022-11-08 07:25 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.299 s 0.177
2022-11-08 07:35 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.304 s 0.196
2022-11-08 07:49 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.391 s 0.200
2022-11-08 07:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.239 s 0.476
2022-11-08 07:20 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.309 s 0.157
2022-11-08 07:26 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.861 s 0.410
2022-11-08 07:29 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.309 s 0.396
2022-11-08 07:42 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.300 s -0.585
2022-11-08 07:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.520 s 0.283
2022-11-08 07:49 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.295 s 0.491
2022-11-08 08:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.385 s 0.833
2022-11-08 07:35 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.576 s -2.253
2022-11-08 07:42 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.387 s -0.896
2022-11-08 08:11 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.058 s 0.685
2022-11-08 07:28 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.250 s 0.252
2022-11-08 07:50 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.350 s 0.355
2022-11-08 07:29 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.694 s 0.408
2022-11-08 07:35 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.339 s 0.192
2022-11-08 07:36 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.731 s 0.610
2022-11-08 07:41 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.339 s 1.496
2022-11-08 07:49 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.299 s 0.429
2022-11-08 07:57 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.520 s 0.193
2022-11-08 07:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.093 s -1.248
2022-11-08 07:57 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.812 s 0.366
2022-11-08 07:50 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.344 s -0.311
2022-11-08 07:41 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.131 s 0.225
2022-11-08 07:50 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.514 s 0.225
2022-11-08 07:55 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.900 s 0.463
2022-11-08 07:57 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.423 s 0.462
2022-11-08 07:47 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.659 s 0.289
2022-11-08 08:09 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.713 s 0.128
2022-11-08 07:42 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.489 s -0.564
2022-11-08 07:42 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.588 s -0.278
2022-11-08 07:49 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.638 s 0.278
2022-11-08 07:57 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.414 s 1.173
2022-11-08 08:09 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.338 s 0.194
2022-11-08 08:05 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.714 s -0.319
2022-11-08 08:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.048 s -1.877
2022-11-08 08:08 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.299 s 0.202
2022-11-08 08:08 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.223 s 0.599
2022-11-08 08:09 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.260 s 0.468