Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-17 04:42 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.290 s 0.309
2022-11-17 04:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.796 s 0.297
2022-11-17 04:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.352 s 0.332
2022-11-17 04:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.228 s 0.599
2022-11-17 04:44 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.327 s 0.858
2022-11-17 05:04 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 8.186 s -2.649
2022-11-17 04:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.393 s 0.223
2022-11-17 04:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.527 s 0.489
2022-11-17 05:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.299 s -0.332
2022-11-17 04:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.416 s 0.277
2022-11-17 04:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.418 s -1.025
2022-11-17 05:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.381 s -0.066
2022-11-17 05:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.242 s -0.091
2022-11-17 04:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.329 s 0.439
2022-11-17 04:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.395 s 1.173
2022-11-17 04:59 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.774 s 0.177
2022-11-17 05:04 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.231 s 0.134
2022-11-17 05:11 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.309 s 0.004
2022-11-17 04:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.320 s 0.395
2022-11-17 04:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.269 s 0.375
2022-11-17 04:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.360 s 0.556
2022-11-17 05:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.435 s -0.444
2022-11-17 05:12 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.381 s 0.170
2022-11-17 05:03 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.263 s 1.523
2022-11-17 04:59 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.365 s 0.574
2022-11-17 04:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.436 s 0.867
2022-11-17 04:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.898 s 0.863
2022-11-17 05:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.312 s -0.112
2022-11-17 04:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.322 s 0.047
2022-11-17 04:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.405 s 0.500
2022-11-17 04:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.259 s 0.569
2022-11-17 05:10 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.237 s 0.917
2022-11-17 05:12 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.855 s -0.183
2022-11-17 05:06 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.337 s -0.019
2022-11-17 05:06 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.460 s -0.583
2022-11-17 05:10 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.567 s -0.413
2022-11-17 05:11 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.300 s -0.047
2022-11-17 05:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.195 s -0.350
2022-11-17 05:17 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.265 s -0.251
2022-11-17 05:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.722 s -0.750
2022-11-17 05:16 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.885 s 1.159
2022-11-17 05:29 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.620 s 0.123
2022-11-17 05:30 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.931 s -0.320
2022-11-17 05:22 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.500 s 0.012
2022-11-17 05:29 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.379 s 0.460
2022-11-17 05:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.025 s 0.314
2022-11-17 05:17 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.112 s -0.102
2022-11-17 05:23 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.412 s -0.129
2022-11-17 05:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.196 s -0.466
2022-11-17 05:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.222 s -0.076
2022-11-17 05:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.416 s 0.164
2022-11-17 05:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.328 s 0.357
2022-11-17 05:28 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.057 s 0.836
2022-11-17 05:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.308 s -0.333
2022-11-17 05:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.335 s 0.257
2022-11-17 05:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.880 s -0.216
2022-11-17 05:29 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.467 s -0.059
2022-11-17 05:23 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.456 s 0.016
2022-11-17 05:30 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.421 s 0.455
2022-11-17 05:29 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.373 s 0.332
2022-11-17 05:30 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.511 s 0.146
2022-11-17 05:35 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.068 s 0.135
2022-11-17 05:35 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.792 s 0.710
2022-11-17 05:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.314 s 0.183
2022-11-17 05:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.459 s -0.110
2022-11-17 05:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.403 s -0.404
2022-11-17 05:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.342 s 0.420
2022-11-17 05:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.015 s -0.430
2022-11-17 05:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.531 s -0.422
2022-11-17 05:43 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.298 s -0.281
2022-11-17 05:44 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.868 s -0.485
2022-11-17 05:42 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.342 s 0.594
2022-11-17 05:43 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.370 s -0.271
2022-11-17 05:43 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.480 s 0.059
2022-11-17 05:44 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.388 s 0.258
2022-11-17 05:43 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.420 s -0.146
2022-11-17 05:43 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.302 s 0.145
2022-11-17 06:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.301 s -0.591
2022-11-17 05:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.394 s 0.287
2022-11-17 06:16 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s 0.015
2022-11-17 06:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.547 s -1.454
2022-11-17 05:49 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.153 s 1.059
2022-11-17 05:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.079 s 0.075
2022-11-17 05:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.309 s -1.375
2022-11-17 05:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.328 s -0.307
2022-11-17 05:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.245 s -0.341
2022-11-17 06:10 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.240 s 0.494
2022-11-17 06:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.257 s -0.114
2022-11-17 06:26 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.315 s -0.460
2022-11-17 06:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.547 s 0.226
2022-11-17 06:09 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.256 s 1.122
2022-11-17 05:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.246 s 0.188
2022-11-17 05:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.499 s -0.347
2022-11-17 06:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.283 s -0.451
2022-11-17 06:16 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.267 s -0.392
2022-11-17 05:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.336 s -0.814
2022-11-17 05:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.959 s -0.154
2022-11-17 06:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.026 s 0.555
2022-11-17 06:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.485 s 0.041
2022-11-17 06:33 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.495 s -0.004
2022-11-17 05:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.107 s -1.356
2022-11-17 05:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.410 s -0.454
2022-11-17 05:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.274 s -0.004
2022-11-17 05:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.367 s 0.027
2022-11-17 06:01 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.535 s -0.081
2022-11-17 06:11 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.290 s 0.329
2022-11-17 06:03 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.250 s -0.427
2022-11-17 06:10 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.536 s 0.587
2022-11-17 05:52 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.685 s 0.165
2022-11-17 05:58 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.550 s 0.938
2022-11-17 06:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.221 s -0.226
2022-11-17 06:12 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.815 s -0.211
2022-11-17 06:01 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.803 s -0.369
2022-11-17 06:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.637 s 0.296
2022-11-17 06:11 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.357 s 0.090
2022-11-17 06:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.339 s -0.111
2022-11-17 06:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.731 s -0.941
2022-11-17 06:33 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.398 s -0.449
2022-11-17 05:53 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.641 s 0.576
2022-11-17 06:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.397 s -0.004
2022-11-17 06:00 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.184 s 0.258
2022-11-17 06:01 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.284 s -0.716
2022-11-17 06:03 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.407 s 0.498
2022-11-17 06:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.339 s -0.632
2022-11-17 06:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.316 s 0.118
2022-11-17 06:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.492 s -0.639
2022-11-17 06:11 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.243 s 0.354
2022-11-17 06:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.392 s 0.124
2022-11-17 06:25 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.460 s -0.838
2022-11-17 06:11 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.313 s 0.007
2022-11-17 06:26 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.355 s -0.685
2022-11-17 06:16 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.383 s -0.439
2022-11-17 06:26 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.254 s 0.146
2022-11-17 06:27 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.739 s 0.391
2022-11-17 06:32 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.308 s -0.050
2022-11-17 06:34 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.133 s 0.691
2022-11-17 06:16 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.309 s -0.199
2022-11-17 06:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.894 s -0.508
2022-11-17 06:27 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.504 s 0.246
2022-11-17 06:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.814 s 0.869
2022-11-17 06:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.263 s 0.063
2022-11-17 06:24 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.908 s 0.780
2022-11-17 06:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.105 s 0.470
2022-11-17 06:31 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.353 s 0.892
2022-11-17 06:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.476 s 0.603
2022-11-17 06:26 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.235 s -0.233
2022-11-17 06:32 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.172 s -0.681
2022-11-17 06:33 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.605 s -0.570
2022-11-17 06:34 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.028 s 0.259
2022-11-17 06:38 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.472 s 0.705
2022-11-17 06:40 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.403 s -0.203
2022-11-17 06:40 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.652 s 0.073
2022-11-17 06:40 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.302 s 0.318
2022-11-17 06:40 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.307 s 0.116
2022-11-17 06:40 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.531 s -0.196
2022-11-17 06:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.813 s 0.417
2022-11-17 06:41 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.356 s 0.110
2022-11-17 06:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.537 s -0.682
2022-11-17 06:41 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.348 s -0.318
2022-11-17 06:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.435 s 0.002
2022-11-17 06:50 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.004 s 0.078
2022-11-17 07:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.350 s -0.417
2022-11-17 06:47 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.444 s 0.807
2022-11-17 06:59 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.308 s -0.265
2022-11-17 07:02 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.100 s -0.735
2022-11-17 06:49 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.504 s 0.479
2022-11-17 06:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.961 s -0.467
2022-11-17 06:56 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.103 s 1.201
2022-11-17 06:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.233 s -0.226
2022-11-17 07:01 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.388 s 0.466
2022-11-17 07:00 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.237 s -0.117
2022-11-17 06:45 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.901 s 0.510
2022-11-17 07:00 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.265 s 0.152
2022-11-17 07:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.749 s -1.039
2022-11-17 06:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.525 s 0.736