Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-16 17:42 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.341 s 1.376
2023-01-16 17:42 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.228 s 0.432
2023-01-16 17:42 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.282 s 1.329
2023-01-16 17:42 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.236 s 0.451
2023-01-16 17:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.791 s 0.516
2023-01-16 17:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.335 s 0.784
2023-01-16 17:46 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.325 s 3.210
2023-01-16 17:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.394 s 1.443
2023-01-16 17:47 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.887 s -0.967
2023-01-16 17:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.308 s 1.699
2023-01-16 17:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.377 s 1.523
2023-01-16 17:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.318 s 1.761
2023-01-16 17:48 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.395 s 1.323
2023-01-16 17:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.517 s 1.311
2023-01-16 17:49 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.429 s 0.036
2023-01-16 17:49 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.265 s 1.243
2023-01-16 17:49 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.929 s -0.797
2023-01-16 17:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.317 s 0.976
2023-01-16 17:49 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.260 s 0.854
2023-01-16 17:50 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.757 s 0.900
2023-01-16 17:50 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.360 s 0.980
2023-01-16 17:50 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.362 s 1.188
2023-01-16 17:55 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.264 s 1.047
2023-01-16 17:55 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.695 s -0.775
2023-01-16 17:55 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.224 s 1.680
2023-01-16 17:56 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.233 s 1.696
2023-01-16 17:56 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.274 s 1.940
2023-01-16 17:56 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.294 s 1.654
2023-01-16 17:56 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.332 s 1.286
2023-01-16 17:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.428 s 1.593
2023-01-16 18:02 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.299 s 1.345
2023-01-16 18:02 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.410 s 1.429
2023-01-16 18:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.290 s 1.466
2023-01-16 18:01 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.544 s 0.533
2023-01-16 18:02 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.370 s 1.608
2023-01-16 18:03 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.808 s 1.255
2023-01-16 18:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.320 s 1.734
2023-01-16 18:07 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.902 s 0.205
2023-01-16 18:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.361 s 1.776
2023-01-16 18:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.188 s 1.387
2023-01-16 18:12 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.504 s 0.414
2023-01-16 18:01 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.242 s 1.054
2023-01-16 18:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.187 s 1.490
2023-01-16 18:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.284 s 2.025
2023-01-16 18:09 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.216 s 1.562
2023-01-16 18:19 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.369 s 1.032
2023-01-16 18:20 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.420 s 1.062
2023-01-16 18:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.247 s 1.573
2023-01-16 18:09 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.667 s 1.357
2023-01-16 18:14 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.841 s 1.296
2023-01-16 18:18 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.077 s 0.447
2023-01-16 18:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.971 s 1.259
2023-01-16 18:19 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.455 s 1.201
2023-01-16 18:26 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.378 s 1.553
2023-01-16 18:14 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.409 s 1.429
2023-01-16 18:26 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.038 s -0.219
2023-01-16 18:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.511 s 1.458
2023-01-16 18:07 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.157 s -2.276
2023-01-16 18:13 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.387 s 1.907
2023-01-16 18:13 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.433 s 1.771
2023-01-16 18:20 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.495 s 1.403
2023-01-16 18:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.903 s 0.901
2023-01-16 18:13 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.000 s -0.088
2023-01-16 18:26 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.434 s 1.814
2023-01-16 18:33 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.443 s 0.258
2023-01-16 18:34 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.811 s 1.610
2023-01-16 18:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.326 s 1.643
2023-01-16 18:19 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.611 s -0.781
2023-01-16 18:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.337 s 1.223
2023-01-16 18:20 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.378 s 0.989
2023-01-16 18:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.303 s 1.659
2023-01-16 18:32 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.355 s 0.252
2023-01-16 18:25 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.804 s 0.415
2023-01-16 18:33 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.345 s 1.820
2023-01-16 18:33 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.393 s 1.928
2023-01-16 18:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.717 s -0.064
2023-01-16 18:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.475 s 1.360
2023-01-16 18:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.859 s 1.396
2023-01-16 18:33 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.292 s 1.493
2023-01-16 18:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.309 s 1.699
2023-01-16 18:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.364 s 0.719
2023-01-16 18:33 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.283 s 1.694
2023-01-16 18:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.239 s 1.853
2023-01-16 18:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.377 s 1.797
2023-01-16 18:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.385 s 1.395
2023-01-16 18:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.069 s 0.498
2023-01-16 18:39 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.061 s 0.002
2023-01-16 18:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.267 s 1.371
2023-01-16 18:50 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.390 s 1.045
2023-01-16 18:34 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.381 s 1.072
2023-01-16 18:39 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.141 s 0.959
2023-01-16 18:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.095 s -0.419
2023-01-16 18:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.234 s 1.877
2023-01-16 18:49 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.456 s -1.306
2023-01-16 18:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.303 s 1.942
2023-01-16 18:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.658 s 0.005
2023-01-16 18:50 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.214 s 1.692
2023-01-16 18:50 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.811 s -0.032
2023-01-16 18:47 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.726 s -1.220
2023-01-16 18:50 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.290 s 0.856
2023-01-16 18:51 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.254 s 0.648
2023-01-16 18:50 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.523 s 0.992
2023-01-16 18:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.763 s -0.641
2023-01-16 18:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.801 s -2.340
2023-01-16 18:53 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.250 s 1.036
2023-01-16 18:53 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.323 s 1.523
2023-01-16 18:53 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.285 s 0.691
2023-01-16 18:53 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.461 s 1.348
2023-01-16 18:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.564 s -0.105
2023-01-16 18:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.531 s 0.043
2023-01-16 18:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.429 s -1.423
2023-01-16 19:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.893 s -1.695
2023-01-16 19:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.245 s 0.728
2023-01-16 19:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.341 s 2.036
2023-01-16 19:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.300 s 1.728
2023-01-16 19:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.293 s 1.169
2023-01-16 19:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.244 s 1.349
2023-01-16 19:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.759 s 1.432
2023-01-16 19:05 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.041 s -0.253
2023-01-16 19:04 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.879 s -0.980
2023-01-16 19:06 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.382 s 1.367
2023-01-16 19:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.223 s 1.892
2023-01-16 19:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.255 s 1.534
2023-01-16 19:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.285 s 1.860
2023-01-16 19:06 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.355 s 1.953
2023-01-16 19:06 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.821 s 1.416
2023-01-16 19:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.101 s 0.193
2023-01-16 19:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.526 s -0.447
2023-01-16 19:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.248 s 1.455
2023-01-16 19:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.323 s 1.451
2023-01-16 19:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.311 s 1.315
2023-01-16 19:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.257 s 1.339
2023-01-16 19:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.450 s 1.766
2023-01-16 19:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.694 s 0.526
2023-01-16 19:15 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.287 s 2.147
2023-01-16 19:15 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.227 s 1.302
2023-01-16 19:15 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.245 s 1.646
2023-01-16 19:21 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.304 s 1.544
2023-01-16 19:16 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.767 s -0.062
2023-01-16 19:14 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.418 s -0.486
2023-01-16 19:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.851 s -2.069
2023-01-16 19:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.040 s 0.368
2023-01-16 19:13 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.919 s -0.012
2023-01-16 19:15 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.327 s 1.153
2023-01-16 19:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.332 s -1.834
2023-01-16 19:16 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.518 s -0.089
2023-01-16 19:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.381 s 1.580
2023-01-16 19:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.163 s 0.386
2023-01-16 19:27 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.818 s -0.107
2023-01-16 19:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.492 s 1.280
2023-01-16 19:29 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.295 s 1.250
2023-01-16 19:29 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.376 s 1.998
2023-01-16 19:30 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.346 s 1.204
2023-01-16 19:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.569 s 1.527
2023-01-16 19:29 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.293 s 1.778
2023-01-16 19:29 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.940 s -0.747
2023-01-16 19:29 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.497 s 1.514
2023-01-16 19:30 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.331 s 0.723
2023-01-16 19:34 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.909 s 0.234
2023-01-16 19:36 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.577 s 0.089
2023-01-16 19:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.529 s 0.710
2023-01-16 19:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.952 s 0.505
2023-01-16 19:36 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.447 s 0.333
2023-01-16 19:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.840 s -0.091
2023-01-16 19:38 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.740 s -0.774
2023-01-16 19:38 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.031 s -0.333
2023-01-16 19:45 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 41.686 s -1.216
2023-01-16 19:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 56.352 s -1.524
2023-01-16 19:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.227 s 1.429
2023-01-16 19:48 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.289 s 1.676
2023-01-16 19:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.234 s 1.163
2023-01-16 19:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.263 s 1.185
2023-01-16 19:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.325 s 1.770
2023-01-16 19:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.691 s 0.873
2023-01-16 19:50 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.388 s 1.201
2023-01-16 19:51 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.091 s 0.008