Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-19 14:27 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.224 s 0.869
2023-01-19 14:29 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.751 s 1.676
2023-01-19 14:28 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.329 s 1.283
2023-01-19 14:39 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.384 s 1.198
2023-01-19 14:27 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.338 s 1.599
2023-01-19 14:27 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.226 s 1.430
2023-01-19 14:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.408 s 0.147
2023-01-19 14:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.474 s 0.724
2023-01-19 14:49 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.236 s 1.604
2023-01-19 14:49 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.333 s 1.194
2023-01-19 14:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.365 s 1.018
2023-01-19 14:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.401 s 1.141
2023-01-19 14:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.528 s 0.797
2023-01-19 14:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.921 s -0.055
2023-01-19 14:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.261 s 0.979
2023-01-19 14:27 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.277 s 1.729
2023-01-19 14:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.307 s 1.821
2023-01-19 14:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.355 s 1.498
2023-01-19 14:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.725 s 2.378
2023-01-19 14:48 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.266 s 1.054
2023-01-19 14:54 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.369 s 1.463
2023-01-19 14:55 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.309 s 0.196
2023-01-19 15:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.041 s 0.591
2023-01-19 14:37 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.381 s 0.267
2023-01-19 14:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.393 s 1.269
2023-01-19 14:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.323 s 0.152
2023-01-19 14:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.335 s -0.128
2023-01-19 14:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.267 s 1.181
2023-01-19 14:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.324 s -1.513
2023-01-19 14:48 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.275 s 2.136
2023-01-19 14:48 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.228 s 1.373
2023-01-19 14:49 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.296 s 1.677
2023-01-19 15:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.191 s 1.037
2023-01-19 14:54 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.258 s 0.313
2023-01-19 14:54 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.302 s 0.005
2023-01-19 14:55 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.804 s 1.612
2023-01-19 15:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.192 s 1.074
2023-01-19 14:54 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.563 s 0.191
2023-01-19 14:49 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.429 s 1.590
2023-01-19 15:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.903 s 0.278
2023-01-19 15:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.220 s 1.179
2023-01-19 15:11 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.078 s 0.417
2023-01-19 14:55 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.419 s 1.075
2023-01-19 15:06 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.445 s 1.137
2023-01-19 14:55 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.378 s 1.003
2023-01-19 15:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.254 s 1.209
2023-01-19 15:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.673 s 1.435
2023-01-19 15:06 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 4.971 s 0.454
2023-01-19 15:06 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.398 s 1.335
2023-01-19 15:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.301 s 0.708
2023-01-19 15:05 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.504 s 0.538
2023-01-19 15:06 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.332 s 0.370
2023-01-19 15:06 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.336 s 0.670
2023-01-19 15:07 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.418 s 0.554
2023-01-19 15:07 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.828 s 2.082
2023-01-19 15:13 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.396 s -0.586
2023-01-19 15:12 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.383 s -0.143
2023-01-19 15:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.555 s 0.868
2023-01-19 15:12 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.460 s 1.084
2023-01-19 15:13 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.441 s -0.804
2023-01-19 15:13 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.511 s 0.688
2023-01-19 15:13 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.891 s 1.588
2023-01-19 15:18 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.811 s 0.062
2023-01-19 15:19 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.343 s 0.653
2023-01-19 15:19 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.312 s 0.680
2023-01-19 15:19 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.025 s 0.327
2023-01-19 15:19 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.386 s 1.151
2023-01-19 15:19 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.442 s 1.456
2023-01-19 15:20 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.526 s 0.336
2023-01-19 15:20 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.977 s 1.138
2023-01-19 15:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.358 s 0.256
2023-01-19 15:26 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.295 s 0.406
2023-01-19 15:26 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.353 s 1.540
2023-01-19 15:26 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.301 s 0.581
2023-01-19 15:26 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.519 s -0.507
2023-01-19 15:26 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.400 s 1.564
2023-01-19 15:27 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.386 s 0.626
2023-01-19 15:27 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.820 s 1.489
2023-01-19 15:31 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.164 s -0.375
2023-01-19 15:32 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.030 s 0.763
2023-01-19 15:33 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.389 s 1.120
2023-01-19 15:32 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.247 s 0.832
2023-01-19 15:33 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.281 s -0.501
2023-01-19 15:32 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.314 s 1.495
2023-01-19 15:33 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.393 s 1.068
2023-01-19 15:33 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.915 s 0.724
2023-01-19 15:34 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.069 s 0.593
2023-01-19 15:35 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.721 s 0.119
2023-01-19 15:35 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.314 s 1.269
2023-01-19 15:35 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.245 s 0.358
2023-01-19 15:35 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.373 s 0.052
2023-01-19 15:35 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.477 s 1.564
2023-01-19 15:36 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.667 s -0.303
2023-01-19 15:36 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.095 s 0.082
2023-01-19 15:40 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.710 s -0.499
2023-01-19 15:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.479 s -0.765
2023-01-19 15:43 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.285 s 1.692
2023-01-19 15:43 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.217 s 1.063
2023-01-19 15:43 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.819 s -0.231
2023-01-19 15:43 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.394 s 0.717
2023-01-19 15:43 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.526 s 1.259
2023-01-19 15:44 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.257 s 0.976
2023-01-19 15:45 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.760 s -0.328
2023-01-19 15:46 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.257 s 0.276
2023-01-19 15:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.564 s -0.232
2023-01-19 15:46 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.288 s 0.603
2023-01-19 15:46 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.323 s 1.951
2023-01-19 15:47 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.562 s 0.225
2023-01-19 15:46 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.455 s 2.030
2023-01-19 15:47 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.531 s 0.318
2023-01-19 15:51 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.387 s -0.380
2023-01-19 15:52 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.706 s 0.086
2023-01-19 15:54 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.785 s 0.865
2023-01-19 15:53 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.247 s 0.534
2023-01-19 15:53 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.302 s 1.807
2023-01-19 15:53 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.351 s 1.443
2023-01-19 15:54 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.297 s 0.754
2023-01-19 15:53 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.248 s 0.871
2023-01-19 15:57 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.865 s 0.335
2023-01-19 15:58 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 5.985 s 0.556
2023-01-19 15:58 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.231 s 0.830
2023-01-19 16:00 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.089 s 0.641
2023-01-19 16:00 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.485 s 0.468
2023-01-19 16:02 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.320 s 0.176
2023-01-19 16:07 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.452 s -0.415
2023-01-19 16:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.292 s 1.802
2023-01-19 16:01 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.331 s 1.073
2023-01-19 15:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.384 s 0.990
2023-01-19 15:58 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.291 s 1.587
2023-01-19 15:58 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.358 s 1.876
2023-01-19 16:01 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.261 s -0.135
2023-01-19 15:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.820 s 1.590
2023-01-19 16:14 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.282 s -0.540
2023-01-19 15:58 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.260 s 0.973
2023-01-19 16:01 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.268 s 0.069
2023-01-19 16:14 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.393 s 0.746
2023-01-19 16:15 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.576 s 1.525
2023-01-19 16:01 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.473 s 1.071
2023-01-19 16:02 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.711 s 0.315
2023-01-19 16:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.230 s 0.678
2023-01-19 16:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.326 s 1.340
2023-01-19 16:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.922 s -0.032
2023-01-19 16:08 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.250 s 0.924
2023-01-19 16:08 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.510 s 0.525
2023-01-19 16:14 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.322 s -0.851
2023-01-19 16:09 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.735 s 1.243
2023-01-19 16:20 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.710 s 0.537
2023-01-19 16:30 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.974 s -0.173
2023-01-19 16:22 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.389 s 1.207
2023-01-19 16:13 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.691 s 0.344
2023-01-19 16:15 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.164 s 0.549
2023-01-19 16:15 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.514 s -0.566
2023-01-19 16:21 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.827 s 0.123
2023-01-19 16:16 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.044 s 0.468
2023-01-19 16:21 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.307 s -0.315
2023-01-19 16:22 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.305 s 0.309
2023-01-19 16:22 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.500 s 1.676
2023-01-19 16:23 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.356 s 0.105
2023-01-19 16:27 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.913 s -0.110
2023-01-19 16:23 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.356 s 0.081
2023-01-19 16:30 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.842 s -0.008
2023-01-19 16:29 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.537 s 0.355
2023-01-19 16:31 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.622 s 0.395
2023-01-19 16:29 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.966 s -1.680
2023-01-19 16:31 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.973 s 0.677
2023-01-19 16:29 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.460 s -0.551
2023-01-19 16:41 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.328 s 1.727
2023-01-19 16:42 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.669 s 1.618
2023-01-19 16:41 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.231 s 0.859
2023-01-19 16:41 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.235 s 1.116
2023-01-19 16:41 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 55.651 s 0.058
2023-01-19 16:38 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 40.794 s 0.262
2023-01-19 16:42 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.267 s 0.630
2023-01-19 16:41 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.292 s 1.632
2023-01-19 16:43 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.398 s 0.210
2023-01-19 16:43 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.114 s -0.258