Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-19 23:11 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.224 s 0.967
2023-01-19 23:11 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.284 s 1.348
2023-01-19 23:11 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.241 s 0.069
2023-01-19 23:11 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.353 s 0.822
2023-01-19 23:13 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.744 s 1.928
2023-01-19 23:12 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.330 s 1.314
2023-01-19 23:21 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.404 s -0.719
2023-01-19 23:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.357 s 1.285
2023-01-19 23:23 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.387 s 1.046
2023-01-19 23:23 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.323 s 0.261
2023-01-19 23:24 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.402 s 1.107
2023-01-19 23:23 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.335 s -0.012
2023-01-19 23:24 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.522 s 1.283
2023-01-19 23:24 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.407 s 0.317
2023-01-19 23:26 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.280 s -0.412
2023-01-19 23:25 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.933 s -0.584
2023-01-19 23:27 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.772 s 0.550
2023-01-19 23:26 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.268 s 0.075
2023-01-19 23:26 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.384 s -0.465
2023-01-19 23:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.451 s -0.205
2023-01-19 23:26 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.321 s 0.847
2023-01-19 23:27 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.389 s -1.658
2023-01-19 23:31 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.279 s 0.425
2023-01-19 23:32 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.247 s -1.275
2023-01-19 23:32 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.340 s 0.865
2023-01-19 23:33 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.299 s 0.084
2023-01-19 23:33 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.252 s -0.857
2023-01-19 23:33 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.296 s 1.582
2023-01-19 23:34 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.336 s 0.759
2023-01-19 23:34 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.427 s 1.646
2023-01-19 23:38 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.270 s -0.241
2023-01-19 23:38 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.299 s 0.505
2023-01-19 23:38 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.541 s 0.652
2023-01-19 23:39 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.309 s 0.280
2023-01-19 23:39 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.372 s 1.236
2023-01-19 23:39 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.422 s 0.903
2023-01-19 23:40 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.386 s 0.292
2023-01-19 23:40 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.819 s 1.053
2023-01-19 23:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.921 s -0.814
2023-01-19 23:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.191 s 1.098
2023-01-19 23:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.039 s 0.687
2023-01-19 23:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.296 s 1.117
2023-01-19 23:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.258 s 0.874
2023-01-19 23:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.193 s 0.880
2023-01-19 23:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.225 s 0.023
2023-01-19 23:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.692 s 0.676
2023-01-19 23:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.508 s 0.211
2023-01-19 23:50 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 4.982 s 0.313
2023-01-19 23:50 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.335 s 0.130
2023-01-19 23:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.400 s 1.126
2023-01-19 23:50 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.355 s -1.539
2023-01-19 23:51 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.453 s 0.559
2023-01-19 23:51 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.892 s -0.512
2023-01-19 23:51 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.442 s -2.155
2023-01-19 23:56 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.091 s -0.456
2023-01-19 23:57 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.421 s -3.540
2023-01-19 23:56 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.624 s -1.006
2023-01-19 23:57 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.502 s -1.789
2023-01-19 23:57 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.509 s 0.872
2023-01-19 23:57 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.424 s -3.180
2023-01-19 23:58 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.436 s -0.193
2023-01-19 23:58 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.890 s 1.647
2023-01-20 00:02 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.815 s -0.152
2023-01-20 00:03 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.022 s 0.459
2023-01-20 00:04 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.344 s 0.626
2023-01-20 00:03 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.314 s 0.472
2023-01-20 00:03 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.386 s 1.188
2023-01-20 00:04 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.524 s 0.534
2023-01-20 00:04 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.448 s 0.958
2023-01-20 00:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.976 s 1.175
2023-01-20 00:09 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.385 s -0.704
2023-01-20 00:10 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.521 s -0.517
2023-01-20 00:11 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.411 s 0.746
2023-01-20 00:11 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.369 s 0.208
2023-01-20 00:10 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s 0.534
2023-01-20 00:11 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.313 s -0.773
2023-01-20 00:12 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.822 s 1.423
2023-01-20 00:11 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.387 s 0.618
2023-01-20 00:16 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.163 s -0.328
2023-01-20 00:17 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.264 s -1.924
2023-01-20 00:21 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.123 s -0.966
2023-01-20 00:19 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.244 s 0.513
2023-01-20 00:20 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.669 s -0.317
2023-01-20 00:18 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.072 s 0.368
2023-01-20 00:20 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.482 s 1.209
2023-01-20 00:17 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.148 s -1.207
2023-01-20 00:20 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.372 s 0.241
2023-01-20 00:17 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.337 s -0.489
2023-01-20 00:18 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.835 s 1.933
2023-01-20 00:17 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.385 s 1.640
2023-01-20 00:17 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.281 s -0.285
2023-01-20 00:19 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.728 s 0.097
2023-01-20 00:18 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.397 s 0.084
2023-01-20 00:19 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.312 s 1.380
2023-01-20 00:25 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.796 s -1.379
2023-01-20 00:27 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.524 s -0.906
2023-01-20 00:27 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.221 s 0.434
2023-01-20 00:28 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.526 s 1.290
2023-01-20 00:27 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.288 s 1.520
2023-01-20 00:30 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.258 s 0.230
2023-01-20 00:31 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.466 s 1.372
2023-01-20 00:31 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.295 s -0.554
2023-01-20 00:37 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.308 s 1.256
2023-01-20 00:28 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.391 s 1.135
2023-01-20 00:30 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.555 s -0.083
2023-01-20 00:28 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.809 s 0.575
2023-01-20 00:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.762 s -0.272
2023-01-20 00:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.349 s 1.501
2023-01-20 00:28 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.246 s 1.358
2023-01-20 00:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.295 s 1.118
2023-01-20 00:31 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.337 s 0.662
2023-01-20 00:32 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.559 s -0.940
2023-01-20 00:37 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.959 s -1.463
2023-01-20 00:31 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.605 s -3.598
2023-01-20 00:35 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.355 s 0.300
2023-01-20 00:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.776 s 1.203
2023-01-20 00:43 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.231 s 0.774
2023-01-20 00:43 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.815 s 1.683
2023-01-20 00:45 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.329 s 1.277
2023-01-20 00:46 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.743 s -0.654
2023-01-20 00:37 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.249 s 0.284
2023-01-20 00:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.249 s 0.734
2023-01-20 00:42 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.887 s -1.452
2023-01-20 00:45 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.273 s -0.546
2023-01-20 00:46 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.334 s -1.417
2023-01-20 00:52 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.250 s 0.914
2023-01-20 00:42 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.026 s 0.191
2023-01-20 00:43 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.386 s 0.629
2023-01-20 00:43 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.359 s 1.701
2023-01-20 00:52 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.236 s -0.177
2023-01-20 00:43 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.291 s 1.522
2023-01-20 00:53 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.507 s 0.667
2023-01-20 00:59 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.394 s 0.774
2023-01-20 00:43 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.259 s 1.105
2023-01-20 00:46 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.470 s 1.236
2023-01-20 00:59 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.272 s -0.332
2023-01-20 00:59 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.319 s -0.223
2023-01-20 00:59 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.508 s 0.065
2023-01-20 00:44 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.087 s 0.683
2023-01-20 00:45 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.493 s 0.390
2023-01-20 00:45 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.261 s -0.090
2023-01-20 00:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.930 s -0.633
2023-01-20 00:53 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.806 s -1.290
2023-01-20 00:52 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.300 s 0.998
2023-01-20 00:53 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.329 s 1.116
2023-01-20 00:52 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.661 s -1.345
2023-01-20 00:59 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.589 s 0.866
2023-01-20 00:58 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.812 s -0.632
2023-01-20 01:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.462 s -0.563
2023-01-20 01:00 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.045 s 0.496
2023-01-20 01:07 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.325 s -2.367
2023-01-20 01:00 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.171 s 0.335
2023-01-20 01:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.327 s -3.149
2023-01-20 01:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.930 s -1.692
2023-01-20 01:08 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.355 s 0.090
2023-01-20 01:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.416 s -1.106
2023-01-20 01:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 9.079 s -1.486
2023-01-20 01:07 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.534 s -0.132
2023-01-20 01:14 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.592 s 0.430
2023-01-20 01:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.994 s -0.670
2023-01-20 01:07 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.361 s -0.514
2023-01-20 01:16 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.082 s -0.840
2023-01-20 01:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.544 s 0.046
2023-01-20 01:15 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.965 s 0.165
2023-01-20 01:15 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.591 s 0.648
2023-01-20 01:26 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 56.109 s -0.416
2023-01-20 01:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.840 s 0.132
2023-01-20 01:26 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.282 s -1.351
2023-01-20 01:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.108 s -0.023
2023-01-20 01:26 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.236 s 0.085
2023-01-20 01:26 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.236 s 1.005
2023-01-20 01:27 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.686 s 1.161
2023-01-20 01:26 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.293 s 1.420
2023-01-20 01:26 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.342 s 0.698
2023-01-20 01:23 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 41.665 s -0.655
2023-01-20 01:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.408 s -0.781