Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-10 06:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.939 s -1.312
2022-11-10 06:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.235 s -0.813
2022-11-10 06:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.392 s -0.952
2022-11-10 06:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.343 s -0.363
2022-11-10 06:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.319 s -0.756
2022-11-10 06:46 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.342 s -0.703
2022-11-10 06:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 6.218 s -1.239
2022-11-10 06:44 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.409 s -0.737
2022-11-10 06:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.426 s -0.904
2022-11-10 06:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.571 s -1.544
2022-11-10 06:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.280 s -0.802
2022-11-10 07:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.466 s -0.586
2022-11-10 06:44 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.324 s -0.789
2022-11-10 06:44 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.331 s -0.383
2022-11-10 06:52 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.317 s -0.595
2022-11-10 06:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.299 s -0.342
2022-11-10 07:06 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.197 s -1.098
2022-11-10 07:17 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.073 s -0.022
2022-11-10 06:54 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.339 s -0.504
2022-11-10 07:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.450 s -1.373
2022-11-10 07:18 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.468 s -0.272
2022-11-10 06:46 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.269 s -0.660
2022-11-10 06:53 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.235 s -0.805
2022-11-10 06:53 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.244 s -0.915
2022-11-10 07:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.379 s 0.090
2022-11-10 06:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.241 s -0.738
2022-11-10 06:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.363 s 1.394
2022-11-10 06:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.527 s -0.998
2022-11-10 06:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.411 s -1.044
2022-11-10 06:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.908 s 0.033
2022-11-10 06:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.378 s -0.835
2022-11-10 07:07 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.795 s -0.779
2022-11-10 07:05 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.328 s -0.245
2022-11-10 06:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.393 s -0.890
2022-11-10 06:48 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.881 s -1.112
2022-11-10 06:53 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.306 s -0.763
2022-11-10 06:53 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.320 s -0.312
2022-11-10 07:06 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.276 s -0.966
2022-11-10 06:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.307 s -0.247
2022-11-10 07:06 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.196 s -0.650
2022-11-10 06:53 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.980 s -0.842
2022-11-10 07:11 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.331 s -0.561
2022-11-10 07:17 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.849 s -0.220
2022-11-10 06:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.266 s -0.354
2022-11-10 06:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.386 s -0.416
2022-11-10 07:19 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 1.029 s -1.515
2022-11-10 06:54 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.488 s -0.852
2022-11-10 07:18 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.372 s -0.272
2022-11-10 06:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.566 s -0.017
2022-11-10 07:07 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.222 s 0.003
2022-11-10 07:18 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.528 s -0.899
2022-11-10 07:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.947 s -1.366
2022-11-10 07:05 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.904 s -0.392
2022-11-10 07:11 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.336 s -0.561
2022-11-10 07:06 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.317 s -0.496
2022-11-10 07:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.416 s -0.469
2022-11-10 07:10 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.482 s 1.190
2022-11-10 07:11 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.554 s -0.902
2022-11-10 07:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.954 s -0.821
2022-11-10 07:11 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.416 s -0.516
2022-11-10 07:18 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.379 s -0.105
2022-11-10 07:19 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.419 s 0.296
2022-11-10 07:23 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.808 s -0.744
2022-11-10 07:24 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.338 s -0.790
2022-11-10 07:24 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s -0.506
2022-11-10 07:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.406 s -0.557
2022-11-10 07:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.472 s -0.677
2022-11-10 07:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.351 s -0.976
2022-11-10 07:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.521 s 0.353
2022-11-10 07:26 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.111 s -1.432
2022-11-10 07:31 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.741 s -0.859
2022-11-10 07:31 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.362 s -0.298
2022-11-10 07:32 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.301 s -1.110
2022-11-10 07:32 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.427 s -0.449
2022-11-10 07:32 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.375 s -0.692
2022-11-10 07:32 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.304 s -0.533
2022-11-10 07:33 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.394 s -0.690
2022-11-10 07:33 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.944 s -1.007
2022-11-10 07:37 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.183 s -1.168
2022-11-10 07:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 11.081 s -4.498
2022-11-10 07:49 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.219 s -0.188
2022-11-10 07:38 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.337 s -0.653
2022-11-10 07:50 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.379 s -1.162
2022-11-10 07:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.276 s -0.606
2022-11-10 07:50 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.557 s -1.161
2022-11-10 07:53 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.279 s -0.187
2022-11-10 07:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.145 s -0.962
2022-11-10 07:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.243 s -0.570
2022-11-10 07:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.089 s -0.811
2022-11-10 07:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.653 s -1.392
2022-11-10 07:52 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.247 s -0.284
2022-11-10 07:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.452 s -2.036
2022-11-10 07:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.554 s -0.225
2022-11-10 07:53 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.523 s -0.838
2022-11-10 07:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.547 s -1.300
2022-11-10 07:41 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.336 s -0.806
2022-11-10 07:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.102 s -1.385
2022-11-10 07:38 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.280 s -0.201
2022-11-10 07:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.399 s -0.903
2022-11-10 07:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.366 s -0.468
2022-11-10 07:49 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.302 s -0.380
2022-11-10 07:38 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.250 s -0.718
2022-11-10 07:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.523 s -1.003
2022-11-10 07:47 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.584 s -0.627
2022-11-10 07:49 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.395 s -0.063
2022-11-10 07:50 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.801 s -0.334
2022-11-10 07:53 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.340 s -0.518
2022-11-10 07:49 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.268 s -0.693
2022-11-10 07:51 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.673 s -0.843
2022-11-10 07:52 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.457 s -0.598
2022-11-10 08:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.238 s -0.765
2022-11-10 08:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.515 s -0.114
2022-11-10 08:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.313 s -0.484
2022-11-10 08:06 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.402 s -1.085
2022-11-10 08:06 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 1.023 s -0.898
2022-11-10 08:06 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.387 s 1.154
2022-11-10 07:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.305 s -0.050
2022-11-10 08:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.256 s -0.355
2022-11-10 08:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.245 s -0.232
2022-11-10 08:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.292 s -0.389
2022-11-10 08:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.348 s -0.620
2022-11-10 08:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.783 s -1.817
2022-11-10 07:59 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.245 s -0.583
2022-11-10 08:05 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.685 s -1.543
2022-11-10 07:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.628 s -0.381
2022-11-10 08:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.316 s -0.099
2022-11-10 08:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.366 s -0.177
2022-11-10 08:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.943 s -1.386
2022-11-10 08:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.262 s 0.268
2022-11-10 08:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.115 s 0.544
2022-11-10 08:04 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.831 s -0.578
2022-11-10 08:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.267 s -0.769
2022-11-10 08:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.320 s -0.982
2022-11-10 08:13 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.923 s -1.198
2022-11-10 08:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.558 s -1.161
2022-11-10 08:15 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.633 s -0.126
2022-11-10 08:15 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.236 s -0.345
2022-11-10 08:15 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.319 s -0.571
2022-11-10 08:15 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.256 s -0.242
2022-11-10 08:15 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.367 s -0.922
2022-11-10 08:16 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.499 s 0.866
2022-11-10 08:16 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.850 s -1.081
2022-11-10 08:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.382 s 0.420
2022-11-10 08:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.311 s -1.096
2022-11-10 08:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.176 s -1.730
2022-11-10 08:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.403 s -0.808
2022-11-10 08:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.489 s -0.150
2022-11-10 08:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.641 s -0.975
2022-11-10 08:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.145 s 0.731
2022-11-10 08:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.051 s -0.915
2022-11-10 08:27 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.651 s 0.026
2022-11-10 08:30 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.310 s -0.886
2022-11-10 08:29 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.412 s -0.769
2022-11-10 08:30 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.360 s -0.743
2022-11-10 08:49 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.183 s -1.084
2022-11-10 08:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.428 s 0.152
2022-11-10 08:39 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.043 s -0.463
2022-11-10 08:30 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.578 s -1.182
2022-11-10 08:31 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.366 s -1.614
2022-11-10 08:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.536 s -0.709
2022-11-10 08:29 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.759 s -0.900
2022-11-10 08:29 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.310 s -1.069
2022-11-10 08:38 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.813 s 0.175
2022-11-10 08:39 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.522 s 0.476
2022-11-10 08:52 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.080 s -0.139
2022-11-10 08:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.365 s -0.868
2022-11-10 08:37 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.780 s -1.545
2022-11-10 08:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.238 s -0.373
2022-11-10 08:50 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.270 s -0.970
2022-11-10 08:50 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.816 s -0.901
2022-11-10 08:35 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.910 s -0.240
2022-11-10 08:38 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 1.023 s -2.891
2022-11-10 08:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.232 s -0.340
2022-11-10 08:46 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.804 s -0.793
2022-11-10 08:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.314 s -0.552
2022-11-10 08:51 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.394 s -0.399