Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-21 15:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.328 s -0.634
2022-11-21 15:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.334 s -0.206
2022-11-21 16:04 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.337 s 0.791
2022-11-21 16:04 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.233 s -0.140
2022-11-21 15:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.400 s -0.266
2022-11-21 15:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.333 s 0.295
2022-11-21 15:42 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.292 s 0.175
2022-11-21 15:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.401 s -0.278
2022-11-21 16:10 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.564 s -0.254
2022-11-21 15:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.926 s -1.413
2022-11-21 15:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.270 s -0.650
2022-11-21 16:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.341 s -0.537
2022-11-21 15:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.483 s 0.622
2022-11-21 15:59 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.787 s -0.309
2022-11-21 15:42 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.228 s 0.507
2022-11-21 16:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.245 s -0.529
2022-11-21 15:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.276 s -0.480
2022-11-21 16:03 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.288 s 0.257
2022-11-21 16:10 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.306 s -0.730
2022-11-21 15:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.535 s 0.032
2022-11-21 15:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.327 s -0.063
2022-11-21 15:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.371 s -0.100
2022-11-21 15:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.408 s -0.310
2022-11-21 15:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.413 s -0.119
2022-11-21 15:42 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.357 s 0.095
2022-11-21 15:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.795 s 0.359
2022-11-21 15:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.431 s -0.177
2022-11-21 16:04 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.301 s -0.447
2022-11-21 15:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.374 s -0.395
2022-11-21 16:10 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.255 s -0.058
2022-11-21 16:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.319 s -0.579
2022-11-21 16:06 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.460 s -0.531
2022-11-21 16:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.395 s -1.055
2022-11-21 16:11 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.317 s -1.010
2022-11-21 16:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.441 s -0.774
2022-11-21 16:12 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.387 s -0.519
2022-11-21 16:12 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.861 s -0.385
2022-11-21 16:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.708 s -0.108
2022-11-21 16:17 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.153 s -1.064
2022-11-21 16:22 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.496 s 0.383
2022-11-21 16:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.332 s -0.028
2022-11-21 16:16 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.901 s -0.176
2022-11-21 16:17 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.269 s -0.484
2022-11-21 16:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.199 s -0.991
2022-11-21 16:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.223 s -0.260
2022-11-21 16:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.197 s -0.565
2022-11-21 16:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.311 s -0.489
2022-11-21 16:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.035 s 0.346
2022-11-21 16:43 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.537 s -1.215
2022-11-21 16:35 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.824 s -1.865
2022-11-21 16:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.277 s -0.370
2022-11-21 16:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.328 s -0.303
2022-11-21 17:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.346 s -0.634
2022-11-21 16:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.003 s 0.136
2022-11-21 16:45 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.867 s -0.314
2022-11-21 16:29 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.479 s -0.891
2022-11-21 16:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.421 s -0.347
2022-11-21 16:44 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.314 s -1.193
2022-11-21 16:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.655 s -0.620
2022-11-21 16:30 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.431 s -0.670
2022-11-21 16:44 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.398 s -0.772
2022-11-21 16:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.339 s -0.220
2022-11-21 16:50 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.122 s 0.821
2022-11-21 16:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.411 s -0.477
2022-11-21 17:03 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.685 s -0.764
2022-11-21 17:09 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.366 s -1.638
2022-11-21 16:29 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.388 s -0.469
2022-11-21 16:30 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.531 s -1.256
2022-11-21 16:30 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.948 s -0.951
2022-11-21 16:43 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.379 s -0.862
2022-11-21 16:53 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.375 s -0.887
2022-11-21 16:58 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.590 s -0.331
2022-11-21 16:23 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.415 s -0.283
2022-11-21 16:29 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.641 s -0.155
2022-11-21 16:36 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.098 s -0.363
2022-11-21 16:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.149 s -3.451
2022-11-21 17:12 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.365 s -0.402
2022-11-21 17:34 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.505 s -1.086
2022-11-21 16:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.890 s -0.588
2022-11-21 16:28 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.075 s -0.151
2022-11-21 16:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.351 s -0.567
2022-11-21 16:42 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.368 s -0.711
2022-11-21 16:43 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.305 s -1.076
2022-11-21 16:49 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.182 s -0.759
2022-11-21 16:23 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.464 s -0.425
2022-11-21 17:05 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.572 s -2.207
2022-11-21 16:52 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.094 s -0.579
2022-11-21 16:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.500 s -0.362
2022-11-21 17:34 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.607 s -0.648
2022-11-21 17:00 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.325 s -1.323
2022-11-21 17:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.849 s -1.326
2022-11-21 17:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.484 s 0.105
2022-11-21 16:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.338 s -0.890
2022-11-21 16:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.943 s 0.089
2022-11-21 17:01 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.410 s -1.656
2022-11-21 17:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.291 s -0.861
2022-11-21 17:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.338 s -0.510
2022-11-21 17:26 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.315 s 0.209
2022-11-21 17:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.381 s -2.311
2022-11-21 16:29 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.380 s -0.346
2022-11-21 16:44 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.427 s -0.573
2022-11-21 17:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.250 s -0.405
2022-11-21 17:35 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.189 s -1.022
2022-11-21 16:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.321 s -0.603
2022-11-21 16:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.530 s -0.350
2022-11-21 17:01 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.301 s -0.567
2022-11-21 17:01 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.552 s -1.016
2022-11-21 17:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.553 s -1.741
2022-11-21 17:11 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.317 s -0.288
2022-11-21 17:11 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.247 s -0.260
2022-11-21 17:28 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.762 s -0.594
2022-11-21 16:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.415 s -1.199
2022-11-21 16:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.467 s -0.630
2022-11-21 16:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.246 s -0.478
2022-11-21 17:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.287 s -0.928
2022-11-21 17:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.385 s -0.495
2022-11-21 17:28 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.520 s -0.776
2022-11-21 16:52 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.725 s -1.030
2022-11-21 17:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.581 s -1.878
2022-11-21 17:21 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.748 s -1.487
2022-11-21 17:34 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.401 s -0.618
2022-11-21 17:41 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.709 s -0.401
2022-11-21 17:49 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.515 s 0.185
2022-11-21 16:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.252 s -0.622
2022-11-21 17:04 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.482 s -0.829
2022-11-21 17:11 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.246 s -0.435
2022-11-21 17:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.270 s -0.780
2022-11-21 17:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.392 s -0.013
2022-11-21 17:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.270 s -0.821
2022-11-21 17:27 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.356 s -0.665
2022-11-21 16:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.411 s -1.642
2022-11-21 17:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.490 s -0.493
2022-11-21 17:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s -0.085
2022-11-21 17:41 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.403 s -0.153
2022-11-21 17:41 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.537 s -0.420
2022-11-21 18:01 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.269 s -0.469
2022-11-21 17:11 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.679 s -1.439
2022-11-21 17:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.120 s -0.144
2022-11-21 17:27 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.317 s -0.600
2022-11-21 18:03 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.102 s -0.680
2022-11-21 17:01 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.222 s -0.316
2022-11-21 17:01 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.817 s -1.695
2022-11-21 17:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.049 s 0.400
2022-11-21 17:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.316 s -0.661
2022-11-21 17:12 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.808 s 0.056
2022-11-21 17:27 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.257 s -0.333
2022-11-21 17:32 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.374 s 0.397
2022-11-21 17:41 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.306 s 0.212
2022-11-21 17:49 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.438 s -0.321
2022-11-21 18:01 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.237 s -0.006
2022-11-21 17:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.898 s -0.575
2022-11-21 17:26 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.235 s -0.245
2022-11-21 18:01 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.312 s -0.469
2022-11-21 17:46 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.907 s -0.077
2022-11-21 17:12 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.294 s -0.151
2022-11-21 17:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.321 s -0.513
2022-11-21 17:33 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.307 s 0.127
2022-11-21 17:39 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.613 s -0.372
2022-11-21 17:41 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.304 s 0.067
2022-11-21 17:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s -0.774
2022-11-21 17:24 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.919 s -0.349
2022-11-21 17:33 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.182 s -1.038
2022-11-21 17:35 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.082 s -1.533
2022-11-21 17:49 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.533 s -0.367
2022-11-21 17:51 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.081 s -1.206
2022-11-21 18:01 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.350 s -0.323
2022-11-21 17:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.353 s 0.431
2022-11-21 17:50 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.717 s -1.803
2022-11-21 17:57 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.511 s 0.205
2022-11-21 18:00 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.072 s -0.500
2022-11-21 18:00 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.235 s -0.500
2022-11-21 17:49 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.825 s -0.246
2022-11-21 17:49 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.981 s -1.124
2022-11-21 18:02 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.408 s -1.897
2022-11-21 18:01 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.738 s -0.638