Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-17 22:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.227 s 0.774
2022-11-17 22:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.359 s 0.052
2022-11-17 22:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.397 s -0.139
2022-11-17 22:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.318 s 0.543
2022-11-17 22:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.291 s 0.336
2022-11-17 22:45 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.788 s 0.582
2022-11-17 22:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.395 s 0.210
2022-11-17 22:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.218 s 0.711
2022-11-17 22:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.410 s 0.190
2022-11-17 22:45 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.328 s 0.909
2022-11-17 22:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.326 s 0.867
2022-11-17 22:56 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.441 s 0.923
2022-11-17 22:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.395 s 1.243
2022-11-17 22:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.320 s 0.435
2022-11-17 22:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.525 s 0.704
2022-11-17 22:58 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.897 s 0.931
2022-11-17 22:59 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.265 s 0.808
2022-11-17 22:59 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.362 s 0.555
2022-11-17 22:58 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.402 s 0.817
2022-11-17 22:59 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.364 s 0.736
2022-11-17 22:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.257 s 0.966
2022-11-17 23:00 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.785 s -0.222
2022-11-17 23:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.233 s -0.105
2022-11-17 23:04 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.267 s 1.325
2022-11-17 23:06 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.334 s 0.489
2022-11-17 23:05 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.318 s 0.935
2022-11-17 23:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.298 s -0.252
2022-11-17 23:06 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.240 s 0.179
2022-11-17 23:06 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.313 s -0.182
2022-11-17 23:11 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.561 s -0.070
2022-11-17 23:06 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.458 s -0.399
2022-11-17 23:11 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.238 s 0.912
2022-11-17 23:11 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.294 s 0.634
2022-11-17 23:12 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.432 s -0.131
2022-11-17 23:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.386 s -0.353
2022-11-17 23:12 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.306 s 0.384
2022-11-17 23:12 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.380 s 0.346
2022-11-17 23:13 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.852 s 0.003
2022-11-17 23:17 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.887 s 1.023
2022-11-17 23:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.194 s -0.027
2022-11-17 23:17 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.109 s 0.101
2022-11-17 23:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.194 s -0.077
2022-11-17 23:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.264 s -0.107
2022-11-17 23:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.305 s -0.076
2022-11-17 23:19 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.222 s 0.030
2022-11-17 23:19 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.712 s -0.282
2022-11-17 23:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.028 s 0.424
2022-11-17 23:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.332 s 0.591
2022-11-17 23:30 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.515 s -0.069
2022-11-17 23:29 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.058 s 0.869
2022-11-17 23:22 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.494 s 0.598
2022-11-17 23:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.883 s -0.281
2022-11-17 23:35 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.787 s 1.202
2022-11-17 23:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.412 s 0.659
2022-11-17 23:23 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.410 s 0.114
2022-11-17 23:29 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.369 s 0.739
2022-11-17 23:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.411 s -0.432
2022-11-17 23:53 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.363 s 0.694
2022-11-17 23:29 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.616 s 0.409
2022-11-17 23:36 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.053 s 0.597
2022-11-17 23:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.519 s 0.735
2022-11-17 23:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.325 s 0.730
2022-11-17 23:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.452 s 0.339
2022-11-17 23:30 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.466 s 0.054
2022-11-17 23:30 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.377 s 0.745
2022-11-17 23:31 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.922 s 0.129
2022-11-17 23:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.494 s -0.001
2022-11-17 23:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.312 s 0.498
2022-11-17 23:38 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.004 s 0.073
2022-11-17 23:43 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s 0.222
2022-11-17 23:44 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.300 s 0.446
2022-11-17 23:44 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.422 s -0.212
2022-11-17 23:49 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.153 s 1.063
2022-11-17 23:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.280 s -0.679
2022-11-17 23:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.068 s 0.647
2022-11-17 23:31 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.419 s 0.702
2022-11-17 23:44 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.369 s -0.160
2022-11-17 23:44 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.388 s 0.397
2022-11-17 23:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.399 s -0.037
2022-11-17 23:45 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.856 s 0.070
2022-11-17 23:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.015 s -0.848
2022-11-17 23:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.325 s -0.061
2022-11-17 23:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.342 s 0.538
2022-11-17 23:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.456 s 0.188
2022-11-17 23:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.108 s -1.328
2022-11-17 23:42 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.341 s 0.661
2022-11-17 23:43 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.481 s 0.185
2022-11-17 23:50 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.305 s -1.333
2022-11-17 23:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.330 s -0.241
2022-11-17 23:52 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.659 s 0.984
2022-11-17 23:53 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.647 s 0.123
2022-11-17 23:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.245 s 0.402
2022-11-17 23:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.392 s 0.540
2022-11-17 23:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.241 s 0.303
2022-11-17 23:58 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.555 s 0.779
2022-11-18 00:00 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.232 s -0.281
2022-11-18 00:01 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.534 s 0.007
2022-11-18 00:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.218 s 0.145
2022-11-18 00:01 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.299 s -0.373
2022-11-18 00:01 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.392 s 0.622
2022-11-18 00:01 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.797 s 0.242
2022-11-18 00:01 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.282 s -0.604
2022-11-18 00:03 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.599 s 1.176
2022-11-18 00:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.248 s -0.017
2022-11-18 00:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.341 s -0.700
2022-11-18 00:10 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.616 s -0.523
2022-11-18 00:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.338 s 0.012
2022-11-18 00:12 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.818 s -0.273
2022-11-18 00:05 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.540 s 1.016
2022-11-18 00:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.527 s -0.188
2022-11-18 00:09 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.283 s 0.463
2022-11-18 00:11 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.313 s 0.078
2022-11-18 00:16 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.265 s -0.013
2022-11-18 00:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.380 s -0.111
2022-11-18 00:11 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.243 s 0.495
2022-11-18 00:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.734 s -0.893
2022-11-18 00:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.493 s -0.656
2022-11-18 00:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.040 s 0.518
2022-11-18 00:16 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.232 s 0.320
2022-11-18 00:24 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.908 s 0.854
2022-11-18 00:25 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.315 s 0.170
2022-11-18 00:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.280 s 0.043
2022-11-18 00:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.082 s 1.300
2022-11-18 00:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.831 s -0.098
2022-11-18 00:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.874 s 0.034
2022-11-18 00:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.255 s 0.269
2022-11-18 00:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.504 s -0.658
2022-11-18 00:12 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.289 s 0.662
2022-11-18 00:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.391 s 0.214
2022-11-18 00:04 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.391 s 0.845
2022-11-18 00:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.318 s -0.036
2022-11-18 00:26 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.236 s -0.354
2022-11-18 00:11 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.240 s 0.609
2022-11-18 00:11 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.360 s -0.038
2022-11-18 00:16 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.306 s 0.104
2022-11-18 00:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.473 s 0.694
2022-11-18 00:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.263 s 0.245
2022-11-18 00:26 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.349 s -0.145
2022-11-18 00:26 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.256 s -0.118
2022-11-18 00:32 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.148 s 0.465
2022-11-18 00:31 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.314 s 1.439
2022-11-18 00:33 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.601 s -0.291
2022-11-18 00:34 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.042 s -0.126
2022-11-18 00:26 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.320 s -0.838
2022-11-18 00:40 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.599 s 0.589
2022-11-18 00:27 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.514 s -0.395
2022-11-18 00:27 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.771 s -0.982
2022-11-18 00:34 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.132 s 0.783
2022-11-18 00:33 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.491 s 0.511
2022-11-18 00:40 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.402 s -0.050
2022-11-18 00:32 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.307 s 0.165
2022-11-18 00:33 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.394 s -0.014
2022-11-18 00:40 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.301 s 0.528
2022-11-18 00:41 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.353 s 0.502
2022-11-18 00:40 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.527 s 0.077
2022-11-18 00:41 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.339 s 0.319
2022-11-18 01:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.348 s -0.186
2022-11-18 00:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.953 s -0.048
2022-11-18 00:38 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.346 s 1.623
2022-11-18 00:40 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.304 s 0.499
2022-11-18 00:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.429 s 0.630
2022-11-18 00:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.800 s 1.131
2022-11-18 00:45 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.898 s 0.819
2022-11-18 00:49 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.420 s 1.432
2022-11-18 00:47 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.532 s 0.037
2022-11-18 00:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.526 s 0.140
2022-11-18 00:49 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.977 s 0.624
2022-11-18 00:59 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.309 s -0.317
2022-11-18 01:01 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.392 s 0.055
2022-11-18 00:56 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 37.825 s 1.806
2022-11-18 00:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.121 s 1.744
2022-11-18 00:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.229 s 0.355
2022-11-18 00:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.237 s -0.022
2022-11-18 01:00 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.266 s 0.010
2022-11-18 01:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.735 s -0.572
2022-11-18 01:02 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.099 s -0.598