Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-13 21:04 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.231 s -0.205
2023-01-13 21:04 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.348 s 0.174
2023-01-13 21:04 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.237 s -0.318
2023-01-13 21:04 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.286 s 0.158
2023-01-13 21:08 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.379 s 0.844
2023-01-13 21:11 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.451 s -0.065
2023-01-13 21:11 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.310 s 0.733
2023-01-13 21:05 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.340 s -0.221
2023-01-13 21:09 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.373 s 1.055
2023-01-13 21:12 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.363 s 0.551
2023-01-13 21:12 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.768 s 0.728
2023-01-13 21:11 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.913 s 0.195
2023-01-13 21:11 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.269 s 0.201
2023-01-13 21:05 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.826 s -0.433
2023-01-13 21:12 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.359 s 0.495
2023-01-13 21:11 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.256 s 0.736
2023-01-13 21:09 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.306 s 1.410
2023-01-13 21:09 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.320 s 0.865
2023-01-13 21:10 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.398 s 0.607
2023-01-13 21:10 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.521 s 0.673
2023-01-13 21:09 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 6.132 s -1.916
2023-01-13 21:09 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.391 s 0.933
2023-01-13 21:17 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.222 s 1.424
2023-01-13 21:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.289 s 0.388
2023-01-13 21:17 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.879 s -0.924
2023-01-13 21:17 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.271 s 1.240
2023-01-13 21:18 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.286 s 1.334
2023-01-13 21:18 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.232 s 1.389
2023-01-13 21:19 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.418 s 1.183
2023-01-13 21:18 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.326 s 1.437
2023-01-13 21:23 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.563 s -0.046
2023-01-13 21:23 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.256 s 0.960
2023-01-13 21:23 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.283 s 1.579
2023-01-13 21:24 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.294 s 1.484
2023-01-13 21:23 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.357 s 1.205
2023-01-13 21:24 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.407 s 1.311
2023-01-13 21:24 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.367 s 1.628
2023-01-13 21:25 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.826 s 1.105
2023-01-13 21:29 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.897 s 1.259
2023-01-13 21:29 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.268 s -0.422
2023-01-13 21:30 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.185 s 1.184
2023-01-13 21:30 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.184 s 1.298
2023-01-13 21:30 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.241 s 1.018
2023-01-13 21:30 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.283 s 1.177
2023-01-13 21:31 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.213 s 1.374
2023-01-13 21:31 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.686 s 0.954
2023-01-13 21:34 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.495 s 0.630
2023-01-13 21:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.321 s 2.059
2023-01-13 21:35 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.168 s 0.845
2023-01-13 21:36 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.405 s 1.729
2023-01-13 21:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.317 s 1.755
2023-01-13 21:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.385 s 1.632
2023-01-13 21:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.432 s 1.528
2023-01-13 21:36 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.845 s 1.449
2023-01-13 21:41 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.443 s 1.611
2023-01-13 21:41 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.788 s -0.254
2023-01-13 21:42 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.371 s 1.367
2023-01-13 21:40 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.072 s 1.243
2023-01-13 21:41 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.363 s 1.406
2023-01-13 21:42 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.488 s 1.827
2023-01-13 21:43 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.906 s 1.296
2023-01-13 21:42 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.416 s 1.141
2023-01-13 21:47 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.796 s 1.183
2023-01-13 21:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.240 s 0.165
2023-01-13 21:48 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.299 s 1.574
2023-01-13 21:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.365 s 1.837
2023-01-13 21:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.432 s 1.517
2023-01-13 21:48 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.327 s 2.189
2023-01-13 21:49 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.973 s 0.970
2023-01-13 21:49 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.509 s 1.739
2023-01-13 21:55 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.628 s 0.621
2023-01-13 21:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.280 s 1.444
2023-01-13 22:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.372 s 1.211
2023-01-13 21:54 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.347 s 1.544
2023-01-13 22:01 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.132 s 0.603
2023-01-13 21:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.342 s 1.200
2023-01-13 22:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.235 s 1.383
2023-01-13 22:01 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.158 s 0.517
2023-01-13 22:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.264 s 0.878
2023-01-13 22:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.387 s 0.530
2023-01-13 22:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.841 s 1.044
2023-01-13 22:03 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.075 s 0.640
2023-01-13 21:56 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.834 s 1.117
2023-01-13 22:05 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.653 s -0.597
2023-01-13 21:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.286 s 1.458
2023-01-13 21:56 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.379 s 0.593
2023-01-13 22:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.301 s 1.155
2023-01-13 22:05 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.095 s -1.483
2023-01-13 21:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.399 s 0.914
2023-01-13 22:04 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.232 s 1.083
2023-01-13 22:04 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.359 s 0.826
2023-01-13 22:04 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.467 s 0.957
2023-01-13 22:04 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.299 s 1.042
2023-01-13 22:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.386 s 1.031
2023-01-13 22:09 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.716 s -2.972
2023-01-13 22:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.551 s 0.878
2023-01-13 22:04 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.697 s 0.210
2023-01-13 22:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.803 s 0.001
2023-01-13 22:22 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.293 s 1.117
2023-01-13 22:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.465 s -2.696
2023-01-13 22:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.278 s 0.416
2023-01-13 22:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.449 s 1.079
2023-01-13 22:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.242 s 1.296
2023-01-13 22:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.276 s 1.407
2023-01-13 22:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.310 s 1.170
2023-01-13 22:22 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.236 s 0.991
2023-01-13 22:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.208 s 1.368
2023-01-13 22:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.250 s 0.399
2023-01-13 22:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.733 s -0.579
2023-01-13 22:20 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.312 s 1.439
2023-01-13 22:22 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.346 s 0.763
2023-01-13 22:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.517 s 0.659
2023-01-13 22:15 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.529 s -0.691
2023-01-13 22:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.515 s 0.455
2023-01-13 22:21 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.679 s 0.069
2023-01-13 22:22 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.239 s 1.004
2023-01-13 22:23 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.778 s 1.020
2023-01-13 22:22 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.288 s 0.916
2023-01-13 22:26 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.862 s 0.641
2023-01-13 22:28 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.378 s 0.799
2023-01-13 22:27 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.350 s 0.917
2023-01-13 22:27 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.200 s 0.171
2023-01-13 22:27 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.220 s 0.986
2023-01-13 22:27 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.249 s 1.066
2023-01-13 22:27 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.279 s 1.011
2023-01-13 22:28 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.820 s 0.753
2023-01-13 22:29 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.090 s 0.781
2023-01-13 22:30 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.253 s 0.839
2023-01-13 22:29 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.468 s 0.629
2023-01-13 22:30 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.441 s 0.980
2023-01-13 22:30 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.320 s 0.643
2023-01-13 22:29 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.244 s 0.984
2023-01-13 22:31 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.681 s 0.970
2023-01-13 22:30 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.306 s 0.833
2023-01-13 22:34 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.903 s 1.084
2023-01-13 22:36 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.371 s 0.154
2023-01-13 22:36 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.219 s 1.128
2023-01-13 22:36 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.282 s 1.001
2023-01-13 22:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.240 s 1.283
2023-01-13 22:37 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.723 s 1.198
2023-01-13 22:37 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.320 s 0.956
2023-01-13 22:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.496 s 1.283
2023-01-13 22:43 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.375 s 1.153
2023-01-13 22:42 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.586 s 0.707
2023-01-13 22:43 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.298 s 1.740
2023-01-13 22:51 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.487 s 0.967
2023-01-13 22:43 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.238 s -4.283
2023-01-13 22:44 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.040 s 0.650
2023-01-13 22:43 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.489 s 1.170
2023-01-13 22:44 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.164 s 0.877
2023-01-13 22:43 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.564 s 1.324
2023-01-13 22:50 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.860 s 0.017
2023-01-13 22:48 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.802 s 1.055
2023-01-13 22:50 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.375 s 0.864
2023-01-13 22:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.436 s 0.999
2023-01-13 22:50 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.287 s 1.167
2023-01-13 22:52 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.312 s 0.876
2023-01-13 22:51 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.292 s 1.150
2023-01-13 22:51 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.337 s 1.300
2023-01-13 22:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.820 s 1.139
2023-01-13 22:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.896 s 1.285
2023-01-13 22:58 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.508 s 1.499
2023-01-13 22:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.912 s 2.300
2023-01-13 23:10 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.281 s 1.058
2023-01-13 22:59 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.636 s 0.978
2023-01-13 23:06 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 39.802 s 1.010
2023-01-13 22:58 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.594 s 0.207
2023-01-13 23:09 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 55.314 s 0.003
2023-01-13 23:00 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.018 s 0.344
2023-01-13 23:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.226 s 1.248
2023-01-13 23:10 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.319 s 1.035
2023-01-13 23:10 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.662 s 1.023
2023-01-13 23:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.257 s 1.205
2023-01-13 23:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.221 s 1.183
2023-01-13 23:11 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.381 s 1.429
2023-01-13 23:12 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.067 s 0.178