Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-06 15:52 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.351 s 0.784
2022-11-06 15:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.782 s 0.334
2022-11-06 15:51 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.217 s 1.493
2022-11-06 15:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.333 s 1.252
2022-11-06 15:51 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.288 s 0.999
2022-11-06 15:52 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.227 s 1.377
2022-11-06 16:02 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.424 s -0.869
2022-11-06 16:04 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.318 s 1.130
2022-11-06 16:04 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.456 s 0.271
2022-11-06 16:04 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.391 s 1.026
2022-11-06 16:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.407 s 0.971
2022-11-06 16:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.327 s 1.132
2022-11-06 16:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.405 s 1.003
2022-11-06 16:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.526 s 0.554
2022-11-06 16:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.417 s 0.248
2022-11-06 16:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.919 s 0.638
2022-11-06 16:07 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.265 s 0.934
2022-11-06 16:07 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.322 s 0.978
2022-11-06 16:07 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.268 s 1.150
2022-11-06 16:07 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.369 s 0.744
2022-11-06 16:08 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.370 s 0.976
2022-11-06 16:08 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.780 s 0.257
2022-11-06 16:13 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.308 s 0.233
2022-11-06 16:14 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.233 s 0.849
2022-11-06 16:14 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.396 s 0.260
2022-11-06 16:14 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.294 s 0.763
2022-11-06 16:14 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.316 s 0.411
2022-11-06 16:19 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.272 s -0.097
2022-11-06 16:14 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.241 s 0.930
2022-11-06 16:20 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.430 s 0.760
2022-11-06 16:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.444 s 0.269
2022-11-06 16:15 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.338 s 0.854
2022-11-06 16:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.385 s 0.850
2022-11-06 16:20 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.388 s 0.641
2022-11-06 16:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.298 s 1.017
2022-11-06 16:20 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.554 s 0.240
2022-11-06 16:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.308 s 0.994
2022-11-06 16:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.855 s 0.261
2022-11-06 16:25 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.904 s 0.761
2022-11-06 16:26 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.086 s 0.235
2022-11-06 16:26 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.267 s 0.283
2022-11-06 16:26 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.194 s 0.722
2022-11-06 16:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.458 s 0.654
2022-11-06 16:27 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.194 s 0.703
2022-11-06 16:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.413 s 0.706
2022-11-06 16:33 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.878 s 0.262
2022-11-06 16:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.376 s 0.947
2022-11-06 16:31 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.502 s 0.651
2022-11-06 16:27 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.302 s 0.537
2022-11-06 16:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.335 s 0.998
2022-11-06 16:58 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.171 s 0.755
2022-11-06 17:07 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.571 s 0.359
2022-11-06 17:28 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.340 s 0.639
2022-11-06 16:27 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.222 s 0.743
2022-11-06 16:39 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.516 s 0.754
2022-11-06 16:31 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.012 s 0.231
2022-11-06 16:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.332 s 0.911
2022-11-06 16:38 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.616 s 0.233
2022-11-06 16:40 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.916 s 0.292
2022-11-06 16:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.392 s 1.170
2022-11-06 16:39 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.384 s 0.944
2022-11-06 16:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.295 s 0.959
2022-11-06 17:02 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.492 s 0.432
2022-11-06 17:10 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.251 s 0.482
2022-11-06 17:50 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.358 s 0.844
2022-11-06 16:38 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.471 s 0.738
2022-11-06 16:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.495 s 0.232
2022-11-06 16:27 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.699 s 0.249
2022-11-06 16:33 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.423 s 0.724
2022-11-06 16:46 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.526 s 0.980
2022-11-06 17:09 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.293 s 0.660
2022-11-06 16:44 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.798 s 0.984
2022-11-06 16:37 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.080 s 0.625
2022-11-06 16:39 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.423 s 1.024
2022-11-06 17:20 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.298 s 0.527
2022-11-06 16:45 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.397 s 0.863
2022-11-06 16:45 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.457 s 0.825
2022-11-06 16:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.011 s 0.259
2022-11-06 17:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.523 s 0.102
2022-11-06 17:20 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.360 s 0.477
2022-11-06 16:45 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.347 s 0.909
2022-11-06 17:19 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.245 s 0.769
2022-11-06 17:29 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.318 s 0.854
2022-11-06 17:35 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.233 s 0.946
2022-11-06 17:35 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.254 s 0.933
2022-11-06 16:58 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.081 s 0.244
2022-11-06 16:45 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.074 s 0.233
2022-11-06 16:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.400 s 0.678
2022-11-06 17:01 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.683 s 0.271
2022-11-06 17:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.325 s 0.350
2022-11-06 16:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.344 s 1.155
2022-11-06 16:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.369 s 0.704
2022-11-06 16:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.248 s 0.884
2022-11-06 16:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.274 s 0.967
2022-11-06 17:03 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.138 s -2.414
2022-11-06 17:24 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.808 s 1.820
2022-11-06 17:25 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s 0.787
2022-11-06 17:25 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.266 s 0.738
2022-11-06 16:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.308 s 0.757
2022-11-06 16:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.393 s 0.861
2022-11-06 16:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.330 s 0.435
2022-11-06 16:45 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.314 s 1.004
2022-11-06 16:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.417 s 0.759
2022-11-06 17:20 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.318 s 0.412
2022-11-06 17:29 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.732 s -0.706
2022-11-06 17:35 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.346 s 0.607
2022-11-06 17:50 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.533 s 0.185
2022-11-06 17:57 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.824 s 0.835
2022-11-06 17:02 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.365 s 0.917
2022-11-06 17:02 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.647 s 0.726
2022-11-06 16:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.858 s 0.253
2022-11-06 17:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.093 s 0.156
2022-11-06 17:01 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.245 s 0.528
2022-11-06 17:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.930 s 0.307
2022-11-06 17:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.551 s 0.543
2022-11-06 17:10 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.531 s 0.673
2022-11-06 17:40 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.425 s 0.459
2022-11-06 17:42 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.496 s -0.149
2022-11-06 17:10 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.392 s 1.210
2022-11-06 17:33 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.913 s 0.956
2022-11-06 17:41 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.308 s -0.233
2022-11-06 17:50 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.331 s 1.007
2022-11-06 17:57 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.972 s 0.274
2022-11-06 18:09 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.300 s 0.831
2022-11-06 18:09 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.340 s 0.729
2022-11-06 17:18 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.302 s 0.139
2022-11-06 17:27 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.115 s 0.534
2022-11-06 17:10 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.797 s 1.027
2022-11-06 17:13 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.477 s 0.291
2022-11-06 17:25 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.379 s 0.436
2022-11-06 17:09 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.297 s -2.068
2022-11-06 17:20 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.252 s 0.481
2022-11-06 17:26 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.400 s 0.637
2022-11-06 17:36 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.511 s 0.622
2022-11-06 17:42 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.393 s -0.271
2022-11-06 17:09 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.218 s 0.976
2022-11-06 17:13 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.331 s 0.511
2022-11-06 18:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.912 s 0.233
2022-11-06 17:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.441 s -0.039
2022-11-06 17:25 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.309 s 0.274
2022-11-06 17:27 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.515 s -0.022
2022-11-06 18:09 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.706 s 0.340
2022-11-06 17:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.247 s 0.735
2022-11-06 17:28 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.258 s 0.811
2022-11-06 17:28 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.265 s 0.802
2022-11-06 17:49 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.306 s 0.842
2022-11-06 17:19 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.573 s -0.214
2022-11-06 17:21 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.826 s 0.199
2022-11-06 17:28 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.472 s 0.920
2022-11-06 17:36 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.733 s 0.282
2022-11-06 17:49 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.402 s 0.500
2022-11-06 17:55 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.909 s 0.831
2022-11-06 17:57 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.531 s 0.741
2022-11-06 17:25 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.053 s 0.229
2022-11-06 17:34 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.258 s -0.109
2022-11-06 17:35 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.313 s 0.471
2022-11-06 17:57 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.440 s 0.602
2022-11-06 17:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.048 s 0.216
2022-11-06 17:11 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.633 s 0.503
2022-11-06 17:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.282 s 0.724
2022-11-06 17:43 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.050 s -0.569
2022-11-06 17:49 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.309 s 0.877
2022-11-06 18:09 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.237 s 0.802
2022-11-06 17:26 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.896 s -0.403
2022-11-06 17:49 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.653 s -0.111
2022-11-06 17:41 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.138 s 0.242
2022-11-06 17:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.571 s 0.211
2022-11-06 18:08 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.229 s 1.066
2022-11-06 18:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.391 s 0.867
2022-11-06 17:42 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.589 s -0.096
2022-11-06 17:57 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.434 s 0.993
2022-11-06 17:43 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.158 s -0.071
2022-11-06 17:47 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.565 s 0.135
2022-11-06 18:09 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.268 s 0.741
2022-11-06 18:05 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.667 s 0.182
2022-11-06 18:11 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.074 s 0.340