Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-08 08:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.263 s 0.169
2022-11-08 08:50 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.306 s -0.526
2022-11-08 08:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.413 s -0.051
2022-11-08 08:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.547 s -0.375
2022-11-08 08:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.330 s -0.117
2022-11-08 09:03 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.988 s -1.579
2022-11-08 08:51 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.862 s -0.993
2022-11-08 08:49 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.226 s -0.134
2022-11-08 08:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.389 s 0.063
2022-11-08 08:50 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.235 s -0.156
2022-11-08 08:50 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.342 s -0.326
2022-11-08 08:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 6.013 s -1.948
2022-11-08 08:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.485 s -1.651
2022-11-08 08:50 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.377 s -0.884
2022-11-08 08:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.272 s 0.197
2022-11-08 08:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.326 s 0.341
2022-11-08 08:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.910 s 0.109
2022-11-08 08:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.805 s -0.462
2022-11-08 08:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.399 s 0.413
2022-11-08 09:03 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.309 s -0.387
2022-11-08 09:21 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.329 s 0.338
2022-11-08 09:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.218 s 0.322
2022-11-08 09:22 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.452 s 0.108
2022-11-08 09:16 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.310 s -0.271
2022-11-08 09:21 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.323 s 0.373
2022-11-08 09:09 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.292 s 0.503
2022-11-08 09:10 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.385 s 0.065
2022-11-08 08:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.317 s 0.310
2022-11-08 09:03 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.227 s 0.443
2022-11-08 09:20 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.488 s 0.148
2022-11-08 08:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.396 s 0.044
2022-11-08 09:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.855 s 0.283
2022-11-08 09:21 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.404 s 0.177
2022-11-08 08:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.375 s -0.046
2022-11-08 09:09 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.541 s 1.033
2022-11-08 09:15 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.895 s 0.447
2022-11-08 08:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.370 s 0.157
2022-11-08 09:27 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.850 s -1.354
2022-11-08 09:04 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.289 s 0.202
2022-11-08 09:10 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.301 s 0.490
2022-11-08 09:16 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.259 s 0.046
2022-11-08 09:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.440 s 0.318
2022-11-08 09:51 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.320 s 0.034
2022-11-08 10:02 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.326 s 0.094
2022-11-08 09:29 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.419 s 0.348
2022-11-08 09:04 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.237 s 0.354
2022-11-08 09:04 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.306 s 0.196
2022-11-08 09:22 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.881 s 0.162
2022-11-08 09:10 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.430 s 0.105
2022-11-08 09:16 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.351 s -1.576
2022-11-08 09:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.409 s 0.399
2022-11-08 09:09 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.261 s -0.259
2022-11-08 09:16 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.188 s 0.362
2022-11-08 09:04 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.333 s 0.348
2022-11-08 09:16 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.189 s 0.291
2022-11-08 09:17 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.718 s 0.141
2022-11-08 09:28 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.510 s 0.176
2022-11-08 09:10 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.376 s 0.220
2022-11-08 09:34 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.304 s -1.548
2022-11-08 09:34 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.389 s 0.286
2022-11-08 09:21 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.261 s -1.421
2022-11-08 09:27 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.065 s 0.325
2022-11-08 09:28 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.363 s 0.549
2022-11-08 09:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.058 s 1.067
2022-11-08 09:58 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.188 s -0.365
2022-11-08 09:28 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.372 s 0.509
2022-11-08 09:34 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.307 s 0.485
2022-11-08 09:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.452 s 0.314
2022-11-08 09:42 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.414 s 0.189
2022-11-08 10:01 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.643 s 0.589
2022-11-08 09:33 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.787 s 0.627
2022-11-08 09:35 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.337 s 0.512
2022-11-08 09:28 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.456 s 0.353
2022-11-08 09:29 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.941 s -0.127
2022-11-08 09:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.384 s 0.838
2022-11-08 09:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.065 s 1.350
2022-11-08 10:09 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.240 s 0.423
2022-11-08 10:14 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.302 s 0.036
2022-11-08 09:35 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.516 s 0.540
2022-11-08 09:43 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.384 s 0.404
2022-11-08 09:43 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.866 s 0.108
2022-11-08 09:48 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.268 s 0.544
2022-11-08 09:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.793 s 0.472
2022-11-08 10:09 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.237 s 0.416
2022-11-08 09:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.550 s 1.308
2022-11-08 10:15 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.894 s -0.265
2022-11-08 10:29 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.365 s 0.657
2022-11-08 09:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.268 s -0.174
2022-11-08 10:03 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.549 s 0.320
2022-11-08 10:09 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.357 s 0.105
2022-11-08 09:41 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.288 s 0.426
2022-11-08 09:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.667 s 1.230
2022-11-08 09:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.213 s 0.403
2022-11-08 09:51 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.488 s -0.003
2022-11-08 09:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.023 s -0.111
2022-11-08 09:41 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.718 s -1.454
2022-11-08 10:02 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.274 s 0.396
2022-11-08 10:08 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.449 s 2.493
2022-11-08 09:48 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.322 s 0.187
2022-11-08 09:48 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.395 s 0.304
2022-11-08 10:03 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.523 s 0.128
2022-11-08 10:10 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.286 s 0.465
2022-11-08 10:17 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.334 s 0.039
2022-11-08 10:32 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.014 s 1.452
2022-11-08 10:14 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.230 s 0.252
2022-11-08 10:17 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.250 s 0.262
2022-11-08 10:24 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.304 s 0.180
2022-11-08 10:31 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.141 s 0.891
2022-11-08 09:42 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.362 s 0.208
2022-11-08 09:48 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.410 s -2.671
2022-11-08 09:51 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.360 s 0.283
2022-11-08 09:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.390 s 0.491
2022-11-08 09:40 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.347 s 0.559
2022-11-08 09:42 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.296 s 0.403
2022-11-08 10:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.687 s 0.731
2022-11-08 10:24 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.226 s 0.453
2022-11-08 10:25 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.501 s 0.411
2022-11-08 09:49 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.876 s 0.945
2022-11-08 09:50 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.237 s 0.185
2022-11-08 10:14 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.375 s 0.032
2022-11-08 10:31 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.588 s -0.228
2022-11-08 09:47 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.160 s 0.414
2022-11-08 09:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.636 s 0.625
2022-11-08 09:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.526 s 0.233
2022-11-08 10:13 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.815 s 0.591
2022-11-08 10:17 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.259 s 0.220
2022-11-08 10:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.313 s 0.232
2022-11-08 10:25 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.729 s 0.691
2022-11-08 09:48 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.243 s 0.409
2022-11-08 10:02 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.243 s 0.206
2022-11-08 10:10 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.800 s 0.566
2022-11-08 09:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.290 s 0.185
2022-11-08 10:09 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.308 s 0.209
2022-11-08 10:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.416 s 0.425
2022-11-08 10:02 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.471 s 0.197
2022-11-08 10:07 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.214 s 2.588
2022-11-08 10:14 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.260 s 0.318
2022-11-08 10:15 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.394 s 0.316
2022-11-08 10:16 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.111 s 0.912
2022-11-08 10:23 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.262 s 0.702
2022-11-08 10:24 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.341 s 0.104
2022-11-08 10:31 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.484 s 0.153
2022-11-08 10:16 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.477 s 1.370
2022-11-08 10:14 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.292 s -1.990
2022-11-08 10:22 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.905 s 0.497
2022-11-08 10:24 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.248 s 0.462
2022-11-08 10:17 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.468 s 0.615
2022-11-08 10:31 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.388 s -0.802
2022-11-08 10:30 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.302 s -0.707
2022-11-08 10:30 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.126 s 0.516
2022-11-08 10:36 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.540 s 1.770
2022-11-08 10:38 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.299 s 0.272
2022-11-08 10:38 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.762 s -1.390
2022-11-08 10:38 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.517 s 0.119
2022-11-08 10:46 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.421 s 0.512
2022-11-08 10:38 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.302 s 0.253
2022-11-08 10:38 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.396 s -0.052
2022-11-08 10:47 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.530 s 0.161
2022-11-08 10:39 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.330 s 0.435
2022-11-08 10:45 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.438 s 0.989
2022-11-08 10:47 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.973 s 0.707
2022-11-08 10:46 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.806 s 0.559
2022-11-08 10:43 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.897 s 0.612
2022-11-08 10:46 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.912 s 1.183
2022-11-08 10:39 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.352 s 0.226
2022-11-08 10:46 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.517 s 0.291
2022-11-08 10:54 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.518 s 0.425
2022-11-08 10:57 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.224 s 0.478
2022-11-08 10:57 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.766 s -0.344
2022-11-08 10:57 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.300 s 0.179
2022-11-08 10:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.385 s 0.739
2022-11-08 10:57 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.231 s 0.380
2022-11-08 10:58 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.703 s 0.440
2022-11-08 10:58 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.340 s 0.069
2022-11-08 11:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.051 s 1.095
2022-11-08 10:58 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.258 s 0.633