Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-17 16:35 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.289 s 0.772
2022-11-17 16:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.335 s 0.468
2022-11-17 16:13 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.300 s 0.266
2022-11-17 16:26 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.399 s -0.037
2022-11-17 16:14 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.359 s 0.532
2022-11-17 16:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.831 s 0.589
2022-11-17 16:24 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.414 s -0.786
2022-11-17 16:13 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.224 s 0.347
2022-11-17 16:13 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.233 s 0.200
2022-11-17 16:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.420 s -0.456
2022-11-17 16:26 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.558 s 1.137
2022-11-17 16:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.327 s -1.107
2022-11-17 16:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.336 s -1.315
2022-11-17 16:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.406 s -0.256
2022-11-17 16:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.541 s 0.068
2022-11-17 16:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.375 s -0.398
2022-11-17 16:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.915 s -0.875
2022-11-17 16:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.330 s 0.038
2022-11-17 16:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.270 s -0.692
2022-11-17 16:29 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.481 s -0.097
2022-11-17 16:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.276 s -0.373
2022-11-17 16:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.380 s -0.118
2022-11-17 16:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.863 s -0.714
2022-11-17 16:36 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.234 s -0.490
2022-11-17 16:36 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.558 s 1.235
2022-11-17 16:37 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.481 s -0.584
2022-11-17 16:36 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.299 s -0.230
2022-11-17 16:37 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.340 s -0.693
2022-11-17 16:36 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.242 s -0.512
2022-11-17 16:36 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.320 s -0.325
2022-11-17 16:41 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.266 s -0.382
2022-11-17 16:42 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.303 s -1.004
2022-11-17 16:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.570 s -0.150
2022-11-17 16:42 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.394 s -1.036
2022-11-17 16:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.396 s -1.964
2022-11-17 16:42 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.318 s -1.875
2022-11-17 16:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.454 s -1.692
2022-11-17 16:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.933 s -0.966
2022-11-17 16:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.273 s -0.727
2022-11-17 16:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.317 s -0.446
2022-11-17 16:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.346 s -2.204
2022-11-17 16:48 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.327 s -0.236
2022-11-17 16:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.228 s -0.774
2022-11-17 16:54 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.554 s -0.874
2022-11-17 16:48 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.900 s 0.059
2022-11-17 16:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.481 s -1.577
2022-11-17 16:49 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.200 s -1.480
2022-11-17 16:56 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.973 s -1.200
2022-11-17 16:54 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.426 s -1.284
2022-11-17 16:53 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.499 s -0.686
2022-11-17 16:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.434 s -3.091
2022-11-17 16:49 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.197 s -0.966
2022-11-17 16:50 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.792 s -0.691
2022-11-17 16:54 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.342 s -2.073
2022-11-17 17:00 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.079 s -0.489
2022-11-17 17:01 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.913 s -1.026
2022-11-17 17:01 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.388 s -2.751
2022-11-17 17:01 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.493 s -2.111
2022-11-17 17:01 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.408 s -4.161
2022-11-17 17:01 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.533 s -1.260
2022-11-17 17:02 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.434 s -1.898
2022-11-17 17:02 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 1.019 s -1.220
2022-11-17 17:07 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.827 s -2.905
2022-11-17 17:07 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.327 s -0.626
2022-11-17 17:16 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.400 s -1.548
2022-11-17 17:25 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.375 s -1.956
2022-11-17 17:59 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.255 s -0.235
2022-11-17 17:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.325 s -1.518
2022-11-17 17:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.352 s -0.988
2022-11-17 17:08 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.409 s -0.815
2022-11-17 17:41 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.316 s -0.350
2022-11-17 17:43 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.247 s -0.879
2022-11-17 17:50 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.397 s -0.480
2022-11-17 17:14 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.386 s -2.307
2022-11-17 17:23 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.404 s -1.806
2022-11-17 17:09 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.545 s -2.731
2022-11-17 17:15 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.306 s -1.800
2022-11-17 17:24 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.246 s -1.056
2022-11-17 17:26 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.094 s -0.824
2022-11-17 17:35 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.726 s -3.684
2022-11-17 17:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.346 s -0.925
2022-11-17 17:53 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.818 s -2.672
2022-11-17 17:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.224 s -0.917
2022-11-17 17:08 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.476 s -0.933
2022-11-17 17:09 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.112 s -1.386
2022-11-17 17:15 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.751 s -0.981
2022-11-17 17:16 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.986 s -1.908
2022-11-17 17:22 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.481 s -1.961
2022-11-17 17:37 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.535 s -1.195
2022-11-17 17:53 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.324 s -1.501
2022-11-17 17:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.403 s -1.366
2022-11-17 17:34 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.811 s -1.760
2022-11-17 17:44 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.248 s -0.795
2022-11-17 17:16 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.438 s -1.281
2022-11-17 17:36 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.499 s -2.119
2022-11-17 17:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.563 s -1.110
2022-11-17 17:45 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.874 s -0.195
2022-11-17 17:26 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.662 s -2.565
2022-11-17 17:51 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.138 s -1.574
2022-11-17 17:15 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.390 s -1.895
2022-11-17 17:59 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.365 s -0.815
2022-11-17 17:24 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.112 s -3.204
2022-11-17 18:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.495 s -2.281
2022-11-17 17:15 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.312 s -1.818
2022-11-17 17:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.552 s -0.857
2022-11-17 17:43 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.324 s -0.609
2022-11-17 17:49 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.355 s 0.035
2022-11-17 17:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.269 s -1.159
2022-11-17 17:57 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.937 s -2.965
2022-11-17 17:21 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.183 s -1.153
2022-11-17 17:22 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.276 s -0.601
2022-11-17 17:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.315 s -0.677
2022-11-17 17:23 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.078 s -0.384
2022-11-17 17:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.288 s -1.915
2022-11-17 17:43 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.709 s -1.393
2022-11-17 17:48 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.841 s -1.233
2022-11-17 17:52 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.350 s -0.804
2022-11-17 18:00 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.521 s -1.710
2022-11-17 17:24 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.753 s -0.145
2022-11-17 17:30 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.598 s -1.450
2022-11-17 17:44 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.375 s -0.760
2022-11-17 17:51 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.522 s -0.296
2022-11-17 17:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.306 s -0.668
2022-11-17 17:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.251 s -0.986
2022-11-17 17:44 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.298 s -1.548
2022-11-17 17:22 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.254 s -1.271
2022-11-17 17:32 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.294 s -0.964
2022-11-17 17:34 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.430 s -1.945
2022-11-17 17:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 1.019 s -0.818
2022-11-17 17:52 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.536 s -0.593
2022-11-17 17:22 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.340 s -0.916
2022-11-17 17:22 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.421 s -0.445
2022-11-17 17:59 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.830 s -0.529
2022-11-17 17:25 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.339 s -1.032
2022-11-17 17:25 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.532 s -1.408
2022-11-17 17:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.269 s -0.869
2022-11-17 17:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.405 s -1.187
2022-11-17 18:00 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.876 s -1.484
2022-11-17 17:38 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.530 s -0.079
2022-11-17 17:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.239 s -0.917
2022-11-17 17:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s -1.350
2022-11-17 17:59 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.237 s -0.491
2022-11-17 17:59 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.320 s -0.590
2022-11-17 18:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.183 s -1.984
2022-11-17 18:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.321 s -2.184
2022-11-17 18:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.417 s -1.635
2022-11-17 18:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.509 s -3.042
2022-11-17 18:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.661 s -1.541
2022-11-17 18:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.083 s -3.119
2022-11-17 18:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.166 s -1.166
2022-11-17 18:11 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.825 s -2.249
2022-11-17 18:15 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.358 s -1.066
2022-11-17 18:14 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.315 s -1.635
2022-11-17 18:23 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.661 s -2.433
2022-11-17 18:34 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.374 s -1.393
2022-11-17 18:21 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.608 s -0.133
2022-11-17 18:23 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.123 s -2.069
2022-11-17 18:13 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 31.028 s -4.091
2022-11-17 18:14 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.316 s -1.949
2022-11-17 18:14 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.420 s -1.275
2022-11-17 18:14 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.596 s -1.696
2022-11-17 18:15 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.364 s -1.423
2022-11-17 18:33 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.540 s -2.262
2022-11-17 18:33 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.238 s -1.350
2022-11-17 18:30 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.909 s -1.301
2022-11-17 18:22 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.831 s -2.067
2022-11-17 18:35 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.397 s -1.086
2022-11-17 18:19 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.908 s -0.026
2022-11-17 18:22 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.441 s -1.799
2022-11-17 18:22 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.980 s -0.870
2022-11-17 18:22 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.541 s -1.012
2022-11-17 18:33 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.317 s -0.756
2022-11-17 18:34 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.242 s -1.147
2022-11-17 18:34 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.272 s -1.313
2022-11-17 18:34 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.832 s -1.142
2022-11-17 18:36 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.101 s -1.162