Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-10 16:16 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.323 s 1.322
2022-11-10 16:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.268 s 1.581
2022-11-10 16:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.327 s 1.693
2022-11-10 16:14 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.208 s 1.484
2022-11-10 16:17 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.743 s 1.431
2022-11-10 16:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.220 s 1.237
2022-11-10 16:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.536 s -0.005
2022-11-10 16:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.324 s 0.080
2022-11-10 16:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.328 s 0.780
2022-11-10 16:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.260 s 1.428
2022-11-10 16:30 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.390 s 0.894
2022-11-10 16:31 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.343 s 1.706
2022-11-10 16:31 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.748 s 1.184
2022-11-10 16:27 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.429 s 0.706
2022-11-10 16:26 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.395 s -0.080
2022-11-10 16:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.391 s 1.524
2022-11-10 16:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.304 s 1.447
2022-11-10 16:31 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.356 s 1.707
2022-11-10 16:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.398 s -0.079
2022-11-10 16:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.394 s 1.380
2022-11-10 16:29 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.923 s -0.804
2022-11-10 16:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.260 s 0.682
2022-11-10 16:36 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.294 s 0.124
2022-11-10 16:37 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.365 s 0.549
2022-11-10 16:37 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.275 s 1.598
2022-11-10 16:37 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.229 s 0.662
2022-11-10 16:37 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.236 s 1.010
2022-11-10 16:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.374 s 1.156
2022-11-10 16:37 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.296 s 1.134
2022-11-10 16:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.412 s 1.289
2022-11-10 16:38 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.332 s 0.875
2022-11-10 16:38 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.444 s 0.444
2022-11-10 16:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.364 s 1.405
2022-11-10 16:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.290 s 1.400
2022-11-10 16:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.825 s 0.954
2022-11-10 16:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.245 s 0.621
2022-11-10 16:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.302 s 1.120
2022-11-10 16:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.548 s 0.622
2022-11-10 16:48 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.897 s 0.555
2022-11-10 16:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.244 s 1.537
2022-11-10 16:50 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.660 s 1.572
2022-11-10 16:49 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.093 s -0.085
2022-11-10 16:49 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.183 s 1.669
2022-11-10 16:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.213 s 1.374
2022-11-10 16:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.190 s 0.550
2022-11-10 16:50 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.284 s 1.410
2022-11-10 16:54 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.497 s 0.316
2022-11-10 16:54 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.337 s -0.369
2022-11-10 16:54 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.162 s -2.246
2022-11-10 16:56 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.861 s 0.461
2022-11-10 16:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.340 s -0.025
2022-11-10 16:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.414 s -0.225
2022-11-10 17:01 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.768 s -2.148
2022-11-10 17:01 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.383 s 0.431
2022-11-10 17:02 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.430 s -0.043
2022-11-10 17:00 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.077 s 0.023
2022-11-10 17:01 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.478 s -0.664
2022-11-10 16:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.437 s 1.089
2022-11-10 16:56 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.419 s 0.102
2022-11-10 17:01 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.394 s -1.323
2022-11-10 17:02 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.921 s 0.006
2022-11-10 17:02 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.508 s 0.403
2022-11-10 17:07 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.120 s -0.741
2022-11-10 17:07 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.826 s -1.728
2022-11-10 17:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.323 s -0.482
2022-11-10 17:08 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.374 s 1.618
2022-11-10 17:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.341 s 0.815
2022-11-10 17:08 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.449 s 0.746
2022-11-10 17:09 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.515 s 1.306
2022-11-10 17:09 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.964 s 1.534
2022-11-10 17:22 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.818 s 2.132
2022-11-10 17:23 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.681 s 0.257
2022-11-10 17:15 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.448 s 0.316
2022-11-10 17:16 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.370 s 2.481
2022-11-10 17:14 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.358 s 0.064
2022-11-10 17:15 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.283 s 2.809
2022-11-10 17:22 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.382 s 1.712
2022-11-10 17:22 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.382 s 1.364
2022-11-10 17:21 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.266 s 1.354
2022-11-10 17:23 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.235 s 0.966
2022-11-10 17:24 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.369 s -0.082
2022-11-10 17:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.410 s -1.478
2022-11-10 17:21 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.262 s -0.899
2022-11-10 17:24 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.467 s 1.592
2022-11-10 17:25 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.100 s -1.030
2022-11-10 17:15 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.334 s 2.434
2022-11-10 17:21 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.314 s 1.035
2022-11-10 17:24 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.309 s 0.976
2022-11-10 17:15 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.382 s 2.350
2022-11-10 17:16 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.818 s 1.497
2022-11-10 17:20 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.147 s 1.669
2022-11-10 17:21 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.244 s 0.679
2022-11-10 17:25 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.678 s -2.745
2022-11-10 17:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.247 s 2.509
2022-11-10 17:15 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.276 s 2.667
2022-11-10 17:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.196 s 2.000
2022-11-10 17:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.512 s 1.469
2022-11-10 17:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.308 s 1.693
2022-11-10 17:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.558 s -0.650
2022-11-10 17:49 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.313 s 1.925
2022-11-10 17:50 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.445 s 1.958
2022-11-10 17:23 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.097 s -0.536
2022-11-10 17:35 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.267 s 1.991
2022-11-10 17:29 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.610 s -0.901
2022-11-10 17:46 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.803 s 1.729
2022-11-10 17:31 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.215 s 0.525
2022-11-10 17:42 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.280 s 2.051
2022-11-10 17:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.783 s 1.615
2022-11-10 17:50 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.720 s -0.678
2022-11-10 17:31 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.273 s -1.552
2022-11-10 17:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.276 s 1.327
2022-11-10 17:34 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.645 s 0.295
2022-11-10 17:35 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.418 s 0.316
2022-11-10 17:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.442 s 1.800
2022-11-10 17:35 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.232 s 2.146
2022-11-10 17:42 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.239 s 1.092
2022-11-10 17:42 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.336 s 1.760
2022-11-10 17:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.370 s 3.453
2022-11-10 17:42 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.288 s 2.147
2022-11-10 17:41 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.625 s -1.112
2022-11-10 17:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.349 s 2.286
2022-11-10 17:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.249 s 2.045
2022-11-10 17:40 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.298 s 0.110
2022-11-10 17:43 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.753 s 1.910
2022-11-10 17:49 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.246 s 1.435
2022-11-10 17:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.514 s 0.407
2022-11-10 17:47 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.062 s -0.355
2022-11-10 17:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.282 s 1.775
2022-11-10 17:41 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.230 s 2.412
2022-11-10 17:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.452 s 1.396
2022-11-10 17:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.303 s 2.184
2022-11-10 17:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.219 s 2.119
2022-11-10 17:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.797 s 2.114
2022-11-10 17:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.088 s 1.363
2022-11-10 17:56 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.665 s -2.740
2022-11-10 17:54 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.925 s -0.830
2022-11-10 17:56 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.295 s 1.069
2022-11-10 17:56 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.245 s 1.398
2022-11-10 17:56 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.224 s 1.505
2022-11-10 17:57 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.319 s 1.924
2022-11-10 17:57 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.484 s 1.996
2022-11-10 17:57 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.731 s 0.855
2022-11-10 18:02 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.370 s 1.089
2022-11-10 18:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.490 s 1.836
2022-11-10 18:18 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.898 s 1.792
2022-11-10 18:16 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.890 s 1.975
2022-11-10 18:03 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.562 s 1.423
2022-11-10 18:10 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.970 s -2.421
2022-11-10 18:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.289 s 2.317
2022-11-10 18:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.490 s 0.276
2022-11-10 18:03 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.165 s -0.571
2022-11-10 18:03 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.370 s 1.397
2022-11-10 18:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.215 s -1.860
2022-11-10 18:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.371 s 2.011
2022-11-10 18:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.892 s -2.100
2022-11-10 18:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.291 s 1.894
2022-11-10 18:18 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.792 s 1.693
2022-11-10 18:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.297 s 0.744
2022-11-10 18:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.129 s -3.321
2022-11-10 18:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.345 s 1.575
2022-11-10 18:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.317 s 1.333
2022-11-10 18:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.232 s 0.197
2022-11-10 18:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.281 s 1.810
2022-11-10 18:20 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.955 s 0.979
2022-11-10 18:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.813 s -0.093
2022-11-10 18:29 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.106 s -0.361
2022-11-10 18:19 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.452 s 1.215
2022-11-10 18:18 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.418 s 1.804
2022-11-10 18:30 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.226 s 1.552
2022-11-10 18:18 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.497 s 2.019
2022-11-10 18:32 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.113 s -1.545
2022-11-10 18:30 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.257 s 1.461
2022-11-10 18:30 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.320 s 1.779
2022-11-10 18:30 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.750 s -1.201
2022-11-10 18:18 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.472 s 0.265
2022-11-10 18:31 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.390 s 0.381