Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-19 17:21 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.292 s 0.677
2023-01-19 17:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.335 s -0.204
2023-01-19 17:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.266 s 0.328
2023-01-19 17:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.371 s 0.348
2023-01-19 17:26 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.365 s 0.917
2023-01-19 17:34 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.281 s 0.301
2023-01-19 17:21 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.238 s -0.370
2023-01-19 17:22 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.245 s -0.338
2023-01-19 17:22 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.346 s -0.158
2023-01-19 17:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.327 s -0.289
2023-01-19 17:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.392 s 0.576
2023-01-19 17:29 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.438 s 0.060
2023-01-19 17:26 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.927 s -1.051
2023-01-19 17:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.274 s 0.302
2023-01-19 17:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.756 s 1.094
2023-01-19 17:22 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.362 s 0.210
2023-01-19 17:22 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.796 s 0.485
2023-01-19 17:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.407 s 0.267
2023-01-19 17:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.535 s 0.377
2023-01-19 17:35 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.228 s 1.291
2023-01-19 17:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.409 s 0.529
2023-01-19 17:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.924 s -0.195
2023-01-19 17:35 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.277 s 1.912
2023-01-19 17:36 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.298 s 1.443
2023-01-19 17:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.320 s 0.882
2023-01-19 17:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.363 s 0.926
2023-01-19 17:35 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.666 s -0.477
2023-01-19 17:35 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.238 s 1.226
2023-01-19 17:36 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.427 s 1.649
2023-01-19 17:36 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.335 s 0.972
2023-01-19 17:40 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.263 s 0.052
2023-01-19 17:41 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.298 s 0.520
2023-01-19 17:41 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.371 s 1.248
2023-01-19 17:42 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.413 s 1.479
2023-01-19 17:41 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.314 s -0.368
2023-01-19 17:41 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.544 s 0.585
2023-01-19 17:42 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.389 s -0.036
2023-01-19 17:42 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.803 s 1.575
2023-01-19 17:47 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.904 s 0.205
2023-01-19 17:47 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.054 s 0.325
2023-01-19 17:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.191 s 1.118
2023-01-19 17:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.261 s 0.465
2023-01-19 17:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.296 s 1.121
2023-01-19 17:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.191 s 1.273
2023-01-19 17:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.670 s 1.539
2023-01-19 17:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.220 s 1.147
2023-01-19 17:52 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.509 s 0.021
2023-01-19 17:52 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 4.971 s 0.458
2023-01-19 17:53 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.333 s 0.237
2023-01-19 17:53 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.444 s 1.167
2023-01-19 17:53 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.340 s 0.129
2023-01-19 17:53 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.399 s 1.246
2023-01-19 17:54 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.836 s 1.694
2023-01-19 17:54 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.417 s 0.770
2023-01-19 17:58 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.137 s -3.882
2023-01-19 18:00 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.537 s -0.944
2023-01-19 17:59 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.400 s -0.951
2023-01-19 17:59 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.385 s -0.312
2023-01-19 17:59 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.463 s 0.869
2023-01-19 17:59 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.546 s 1.099
2023-01-19 18:00 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.441 s -0.690
2023-01-19 18:00 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.894 s 1.428
2023-01-19 18:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.815 s -0.204
2023-01-19 18:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.110 s -1.520
2023-01-19 18:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.318 s -0.029
2023-01-19 18:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.387 s 1.061
2023-01-19 18:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.526 s 0.306
2023-01-19 18:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.344 s 0.557
2023-01-19 18:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.447 s 1.052
2023-01-19 18:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.014 s -0.166
2023-01-19 18:12 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.360 s 0.193
2023-01-19 18:13 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.453 s 0.442
2023-01-19 18:13 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.296 s 0.223
2023-01-19 18:13 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.358 s 1.051
2023-01-19 18:13 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.303 s 0.381
2023-01-19 18:13 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.405 s 1.201
2023-01-19 18:14 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.843 s 0.624
2023-01-19 18:14 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.386 s 0.693
2023-01-19 18:18 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.153 s 0.232
2023-01-19 18:19 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.039 s 0.604
2023-01-19 18:19 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.314 s 1.527
2023-01-19 18:19 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.250 s 0.316
2023-01-19 18:20 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.275 s 0.488
2023-01-19 18:20 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.389 s 1.358
2023-01-19 18:20 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.389 s 1.111
2023-01-19 18:20 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.941 s 0.348
2023-01-19 18:21 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.066 s 0.709
2023-01-19 18:22 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.243 s 0.708
2023-01-19 18:22 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.473 s 1.816
2023-01-19 18:22 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.711 s 0.252
2023-01-19 18:22 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.310 s 1.568
2023-01-19 18:22 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.372 s 0.134
2023-01-19 18:23 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.664 s -0.013
2023-01-19 18:23 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.108 s -0.407
2023-01-19 18:28 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.729 s -0.681
2023-01-19 18:30 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.221 s 0.270
2023-01-19 18:29 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.413 s -0.411
2023-01-19 18:30 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.392 s 0.941
2023-01-19 18:30 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.286 s 1.556
2023-01-19 18:30 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.527 s 1.219
2023-01-19 18:30 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.815 s 0.062
2023-01-19 18:31 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.247 s 1.257
2023-01-19 18:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.757 s -0.277
2023-01-19 18:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.545 s -0.063
2023-01-19 18:33 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.258 s 0.090
2023-01-19 18:33 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.287 s 0.787
2023-01-19 18:33 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.327 s 1.501
2023-01-19 18:34 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.458 s 1.820
2023-01-19 18:34 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.556 s 0.734
2023-01-19 18:34 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.533 s 0.256
2023-01-19 18:38 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.394 s -0.478
2023-01-19 18:40 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.346 s 1.825
2023-01-19 18:40 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.247 s 0.544
2023-01-19 18:40 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.307 s 1.332
2023-01-19 18:40 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.841 s -0.760
2023-01-19 18:40 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.246 s 1.124
2023-01-19 18:41 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.295 s 1.137
2023-01-19 18:41 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.777 s 1.127
2023-01-19 18:45 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.870 s -0.132
2023-01-19 18:46 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.292 s 1.468
2023-01-19 18:45 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.048 s -0.083
2023-01-19 18:45 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.229 s 1.111
2023-01-19 18:46 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.258 s 1.231
2023-01-19 18:46 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.357 s 1.918
2023-01-19 18:46 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.378 s 1.823
2023-01-19 18:46 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.856 s 0.736
2023-01-19 18:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.094 s 0.473
2023-01-19 18:48 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.260 s -0.042
2023-01-19 18:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.334 s 0.804
2023-01-19 18:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.509 s 0.061
2023-01-19 18:48 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.265 s 0.431
2023-01-19 18:49 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.479 s 0.813
2023-01-19 18:49 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.320 s 0.222
2023-01-19 18:49 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.710 s 0.330
2023-01-19 18:53 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.926 s -0.406
2023-01-19 18:55 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.293 s 1.658
2023-01-19 18:55 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.447 s -0.361
2023-01-19 18:55 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.231 s 0.603
2023-01-19 18:55 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.252 s 0.655
2023-01-19 18:55 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.330 s 1.105
2023-01-19 18:56 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.502 s 0.953
2023-01-19 18:56 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.740 s 1.062
2023-01-19 19:01 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.810 s -0.664
2023-01-19 19:02 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.292 s -0.627
2023-01-19 19:02 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.505 s 0.205
2023-01-19 19:02 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.321 s -0.610
2023-01-19 19:02 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.577 s 1.410
2023-01-19 19:02 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.391 s 0.954
2023-01-19 19:03 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.042 s 0.532
2023-01-19 19:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.165 s 0.504
2023-01-19 19:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.307 s 0.067
2023-01-19 19:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.852 s 0.016
2023-01-19 19:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.387 s 1.305
2023-01-19 19:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.306 s -0.217
2023-01-19 19:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.660 s 0.804
2023-01-19 19:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.502 s 1.525
2023-01-19 19:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.357 s -0.063
2023-01-19 19:17 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.984 s -1.735
2023-01-19 19:17 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.849 s -0.278
2023-01-19 19:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.334 s 0.869
2023-01-19 19:17 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.545 s -0.137
2023-01-19 19:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.234 s 1.244
2023-01-19 19:17 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.962 s 0.256
2023-01-19 19:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 56.069 s -0.397
2023-01-19 19:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.665 s 1.696
2023-01-19 19:15 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.914 s -0.244
2023-01-19 19:17 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.460 s -0.514
2023-01-19 19:18 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.611 s 0.484
2023-01-19 19:19 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.961 s 0.831
2023-01-19 19:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.291 s 1.653
2023-01-19 19:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.326 s 1.844
2023-01-19 19:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.263 s 1.215
2023-01-19 19:25 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 40.807 s 0.253
2023-01-19 19:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.233 s 0.530
2023-01-19 19:30 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.394 s 0.640
2023-01-19 19:31 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.097 s 0.204