Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-08 15:30 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.201 s 2.159
2022-11-08 15:32 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.312 s 2.335
2022-11-08 15:31 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.347 s 0.918
2022-11-08 15:30 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.258 s 2.441
2022-11-08 15:31 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.211 s 2.173
2022-11-08 15:32 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.742 s 1.697
2022-11-08 15:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.391 s 1.086
2022-11-08 15:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.386 s 0.590
2022-11-08 15:43 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.383 s 1.616
2022-11-08 15:43 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.301 s 1.553
2022-11-08 15:43 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.317 s 1.295
2022-11-08 15:43 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.362 s 1.815
2022-11-08 15:44 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.496 s 1.938
2022-11-08 15:44 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.386 s 1.470
2022-11-08 15:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.891 s 1.367
2022-11-08 15:45 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.295 s 1.936
2022-11-08 15:45 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.244 s 1.724
2022-11-08 15:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.366 s 1.844
2022-11-08 15:46 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.253 s 1.628
2022-11-08 15:46 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.335 s 2.117
2022-11-08 15:46 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.351 s 1.648
2022-11-08 15:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.720 s 2.447
2022-11-08 15:51 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.287 s 0.811
2022-11-08 15:52 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.290 s 0.960
2022-11-08 15:52 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.264 s 2.336
2022-11-08 15:52 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.277 s 2.457
2022-11-08 15:52 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.216 s 1.765
2022-11-08 15:53 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.402 s 2.800
2022-11-08 15:52 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.226 s 1.701
2022-11-08 15:53 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.321 s 1.758
2022-11-08 15:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.508 s 2.938
2022-11-08 15:58 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.282 s 1.402
2022-11-08 15:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.248 s 0.825
2022-11-08 15:58 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.351 s 1.681
2022-11-08 15:58 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.396 s 1.754
2022-11-08 15:58 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.290 s 1.438
2022-11-08 15:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.369 s 1.238
2022-11-08 15:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.819 s 1.332
2022-11-08 16:03 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.888 s 1.082
2022-11-08 16:04 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.178 s 2.136
2022-11-08 16:04 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.060 s 0.151
2022-11-08 16:05 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.271 s 2.351
2022-11-08 16:04 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.233 s 2.349
2022-11-08 16:05 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.178 s 2.173
2022-11-08 16:05 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.209 s 1.919
2022-11-08 16:05 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.650 s 2.079
2022-11-08 16:10 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.318 s 1.394
2022-11-08 16:16 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.367 s 1.174
2022-11-08 16:10 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.417 s 1.850
2022-11-08 16:16 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.360 s 1.139
2022-11-08 16:23 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.326 s 1.424
2022-11-08 16:38 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.225 s 1.997
2022-11-08 16:15 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.058 s 1.129
2022-11-08 16:11 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.819 s 2.084
2022-11-08 16:16 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.583 s 0.092
2022-11-08 16:36 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.296 s 2.236
2022-11-08 16:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.784 s 1.102
2022-11-08 16:29 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.436 s 0.224
2022-11-08 16:22 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.366 s 1.612
2022-11-08 16:09 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.312 s 1.368
2022-11-08 16:10 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.398 s 1.382
2022-11-08 16:09 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.484 s 1.821
2022-11-08 16:09 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 4.979 s 0.039
2022-11-08 16:10 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.376 s 1.753
2022-11-08 16:24 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.964 s 1.707
2022-11-08 16:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.331 s 1.313
2022-11-08 16:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.262 s 2.302
2022-11-08 16:22 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.297 s 1.374
2022-11-08 16:23 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.515 s 1.150
2022-11-08 16:30 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.385 s 1.985
2022-11-08 16:16 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.437 s 1.423
2022-11-08 16:16 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.481 s 1.487
2022-11-08 16:30 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.286 s 1.546
2022-11-08 17:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.894 s 1.639
2022-11-08 17:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.293 s 2.751
2022-11-08 16:22 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.043 s 0.010
2022-11-08 16:30 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.371 s 1.612
2022-11-08 16:36 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.098 s 0.245
2022-11-08 16:17 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.406 s 1.242
2022-11-08 16:31 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.801 s 2.269
2022-11-08 16:36 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.257 s 1.875
2022-11-08 16:50 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.432 s 2.282
2022-11-08 16:57 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.744 s 2.095
2022-11-08 17:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.678 s 1.405
2022-11-08 16:17 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.872 s 1.746
2022-11-08 16:23 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.430 s 1.554
2022-11-08 16:37 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.843 s 1.646
2022-11-08 16:39 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.038 s 1.929
2022-11-08 16:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.231 s 1.456
2022-11-08 17:10 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 30.942 s 2.220
2022-11-08 17:11 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.277 s 2.309
2022-11-08 17:16 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.384 s 1.013
2022-11-08 16:38 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.289 s 2.449
2022-11-08 16:39 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.457 s 2.301
2022-11-08 16:29 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.334 s 1.960
2022-11-08 16:37 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.055 s 1.515
2022-11-08 16:29 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.278 s 1.543
2022-11-08 16:38 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.641 s 1.289
2022-11-08 16:49 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.387 s 0.749
2022-11-08 16:47 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.776 s 2.086
2022-11-08 17:10 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.216 s 1.827
2022-11-08 17:32 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.496 s 1.486
2022-11-08 16:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.255 s 0.959
2022-11-08 17:01 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.246 s 2.098
2022-11-08 17:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.099 s 1.041
2022-11-08 17:18 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.124 s 1.012
2022-11-08 16:36 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.232 s 1.771
2022-11-08 16:56 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.327 s 2.406
2022-11-08 17:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.494 s 1.391
2022-11-08 16:35 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.152 s 1.273
2022-11-08 16:38 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.352 s 1.772
2022-11-08 16:44 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.524 s 1.554
2022-11-08 16:56 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.287 s 2.108
2022-11-08 17:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.347 s 2.216
2022-11-08 17:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.311 s 1.060
2022-11-08 17:18 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.543 s 2.288
2022-11-08 17:43 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.230 s 0.817
2022-11-08 17:44 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.221 s 1.972
2022-11-08 16:36 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.367 s 2.191
2022-11-08 16:46 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.019 s 1.741
2022-11-08 16:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.494 s 2.509
2022-11-08 16:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.232 s 1.575
2022-11-08 17:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.464 s 1.259
2022-11-08 17:32 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.414 s 1.303
2022-11-08 16:36 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.375 s 2.110
2022-11-08 17:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.130 s -1.522
2022-11-08 17:01 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.272 s 2.489
2022-11-08 17:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.790 s 2.384
2022-11-08 17:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.440 s 1.529
2022-11-08 16:39 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.627 s 1.927
2022-11-08 16:49 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.297 s 2.453
2022-11-08 16:49 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.263 s 2.049
2022-11-08 16:49 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.229 s 1.971
2022-11-08 16:50 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.527 s 2.037
2022-11-08 16:50 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.466 s 3.030
2022-11-08 17:17 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.362 s 1.892
2022-11-08 17:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.238 s 1.625
2022-11-08 16:48 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.624 s 0.639
2022-11-08 17:12 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.701 s 2.434
2022-11-08 16:46 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.203 s 1.742
2022-11-08 16:46 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.383 s 1.589
2022-11-08 17:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.307 s 2.034
2022-11-08 17:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.236 s 1.844
2022-11-08 16:47 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.168 s 3.048
2022-11-08 17:01 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.216 s 2.076
2022-11-08 16:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.457 s 1.238
2022-11-08 17:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.438 s 1.998
2022-11-08 17:19 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 2.977 s 1.682
2022-11-08 17:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.518 s 0.441
2022-11-08 17:17 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.091 s 2.605
2022-11-08 17:33 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.935 s 0.873
2022-11-08 16:57 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.279 s 1.589
2022-11-08 17:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.367 s 2.164
2022-11-08 17:44 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.275 s 2.425
2022-11-08 17:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.792 s 2.334
2022-11-08 17:17 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.291 s 1.370
2022-11-08 17:18 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.474 s 1.580
2022-11-08 17:32 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.794 s 1.354
2022-11-08 17:44 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.635 s 2.559
2022-11-08 17:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.376 s 2.417
2022-11-08 17:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.252 s 1.300
2022-11-08 17:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.481 s 2.406
2022-11-08 17:11 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.310 s 2.473
2022-11-08 17:33 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.537 s 0.521
2022-11-08 17:44 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.327 s 1.447
2022-11-08 17:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.041 s 1.607
2022-11-08 17:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.288 s 1.718
2022-11-08 17:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.290 s 1.744
2022-11-08 17:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.339 s 1.801
2022-11-08 17:32 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.348 s 1.274
2022-11-08 17:30 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.896 s 1.337
2022-11-08 17:34 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.004 s 0.462
2022-11-08 17:44 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.252 s 1.893
2022-11-08 17:45 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.376 s 1.917
2022-11-08 17:40 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.613 s 0.297
2022-11-08 17:43 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.478 s 0.759