Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-07 18:13 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.215 s 2.097
2022-11-07 18:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.747 s 0.461
2022-11-07 18:13 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.208 s 1.981
2022-11-07 18:13 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.265 s 2.225
2022-11-07 18:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.322 s 1.925
2022-11-07 18:13 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.326 s 2.072
2022-11-07 18:24 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.407 s -0.221
2022-11-07 18:26 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.370 s 1.676
2022-11-07 18:25 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.401 s 0.209
2022-11-07 18:41 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.547 s 0.141
2022-11-07 18:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.310 s 1.356
2022-11-07 18:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.318 s 1.379
2022-11-07 18:26 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.388 s 1.583
2022-11-07 18:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.393 s 1.346
2022-11-07 18:26 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.513 s 0.914
2022-11-07 18:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.888 s 1.594
2022-11-07 18:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.385 s 0.177
2022-11-07 18:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.253 s 1.457
2022-11-07 18:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.301 s 1.824
2022-11-07 18:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.257 s 1.616
2022-11-07 18:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.346 s 1.651
2022-11-07 18:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.725 s 0.325
2022-11-07 18:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.358 s 1.449
2022-11-07 18:35 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.290 s 0.199
2022-11-07 18:34 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.295 s 0.599
2022-11-07 18:35 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.270 s 2.111
2022-11-07 18:35 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.218 s 1.807
2022-11-07 18:35 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.284 s 1.683
2022-11-07 18:35 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.229 s 1.620
2022-11-07 18:36 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.326 s 1.534
2022-11-07 18:36 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.419 s 0.256
2022-11-07 18:40 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.260 s 0.346
2022-11-07 18:41 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.359 s 1.515
2022-11-07 18:41 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.297 s 1.311
2022-11-07 18:41 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.284 s 1.439
2022-11-07 18:41 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.409 s 1.392
2022-11-07 18:42 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.818 s 0.278
2022-11-07 18:42 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.367 s 1.425
2022-11-07 18:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.246 s 1.595
2022-11-07 18:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.890 s 1.135
2022-11-07 18:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.183 s 1.766
2022-11-07 18:47 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.075 s 0.134
2022-11-07 18:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.277 s 1.891
2022-11-07 18:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.182 s 1.942
2022-11-07 18:52 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.314 s 1.439
2022-11-07 18:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.210 s 1.975
2022-11-07 19:00 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.412 s 1.215
2022-11-07 18:52 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.386 s 1.530
2022-11-07 18:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.653 s 0.375
2022-11-07 18:58 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.590 s 0.135
2022-11-07 18:52 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 4.990 s 0.132
2022-11-07 18:53 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.405 s 1.249
2022-11-07 18:59 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.442 s 1.400
2022-11-07 18:54 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.827 s 0.321
2022-11-07 18:53 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.322 s 1.375
2022-11-07 18:59 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.488 s 1.374
2022-11-07 18:53 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.426 s 1.598
2022-11-07 19:00 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.881 s 0.322
2022-11-07 19:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.328 s 1.468
2022-11-07 19:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.433 s 1.521
2022-11-07 18:52 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.480 s 2.382
2022-11-07 18:59 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.371 s 1.189
2022-11-07 18:59 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.359 s 1.270
2022-11-07 18:58 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.074 s 0.755
2022-11-07 19:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.370 s 1.603
2022-11-07 19:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.787 s 1.158
2022-11-07 19:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.298 s 1.442
2022-11-07 19:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.507 s 1.525
2022-11-07 19:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.035 s 0.138
2022-11-07 19:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.954 s 0.298
2022-11-07 19:12 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.281 s 1.508
2022-11-07 19:13 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.344 s 1.684
2022-11-07 19:13 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.290 s 1.486
2022-11-07 19:14 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.806 s 0.310
2022-11-07 19:20 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.816 s 2.075
2022-11-07 19:22 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.463 s 1.979
2022-11-07 19:21 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.295 s 2.159
2022-11-07 19:29 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.248 s -1.292
2022-11-07 19:32 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.304 s 2.098
2022-11-07 19:40 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.331 s 2.012
2022-11-07 19:13 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.389 s 1.837
2022-11-07 19:19 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.235 s 1.718
2022-11-07 19:11 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.343 s 1.125
2022-11-07 19:19 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.385 s 1.591
2022-11-07 19:30 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.507 s 1.893
2022-11-07 19:45 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.282 s 1.965
2022-11-07 19:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.675 s 1.578
2022-11-07 19:54 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.221 s 1.624
2022-11-07 19:13 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.377 s 1.496
2022-11-07 19:18 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.163 s 0.989
2022-11-07 19:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.315 s -0.102
2022-11-07 20:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.342 s 1.742
2022-11-07 20:16 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.949 s 0.652
2022-11-07 20:30 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.043 s 1.588
2022-11-07 19:12 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.445 s 0.137
2022-11-07 19:19 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.303 s 1.991
2022-11-07 19:21 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.229 s 1.787
2022-11-07 19:39 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.233 s 1.474
2022-11-07 19:39 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.234 s 1.562
2022-11-07 19:44 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.816 s 1.387
2022-11-07 19:45 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.384 s 1.892
2022-11-07 19:54 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.284 s 2.028
2022-11-07 19:19 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.047 s 0.155
2022-11-07 19:19 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.365 s 2.392
2022-11-07 19:20 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.072 s 0.956
2022-11-07 19:27 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.556 s 0.737
2022-11-07 19:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.209 s 1.488
2022-11-07 19:19 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.263 s 1.653
2022-11-07 19:21 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.671 s 0.556
2022-11-07 20:01 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.295 s 0.894
2022-11-07 20:02 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.144 s 0.387
2022-11-07 20:08 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.292 s 1.729
2022-11-07 20:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.314 s 2.263
2022-11-07 19:21 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.359 s 1.296
2022-11-07 19:22 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.627 s 2.064
2022-11-07 19:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.423 s 0.234
2022-11-07 19:23 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.049 s 1.420
2022-11-07 19:33 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.267 s 1.862
2022-11-07 19:47 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.250 s 1.537
2022-11-07 19:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.908 s 1.149
2022-11-07 20:08 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.289 s 1.785
2022-11-07 20:08 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.374 s 1.942
2022-11-07 19:32 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.234 s 1.738
2022-11-07 19:30 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.191 s 2.374
2022-11-07 19:34 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.498 s 1.394
2022-11-07 19:31 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.613 s 0.847
2022-11-07 19:33 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.541 s 1.229
2022-11-07 19:40 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.281 s 1.580
2022-11-07 19:44 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.220 s 1.910
2022-11-07 20:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.619 s -0.136
2022-11-07 19:30 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.788 s 1.505
2022-11-07 19:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.386 s 1.546
2022-11-07 19:33 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.440 s 1.912
2022-11-07 19:45 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.805 s 2.028
2022-11-07 19:54 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.242 s 1.611
2022-11-07 19:29 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.270 s 1.949
2022-11-07 19:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.458 s 1.193
2022-11-07 19:54 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.321 s -0.498
2022-11-07 19:54 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.320 s 1.837
2022-11-07 19:55 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.715 s 0.257
2022-11-07 20:00 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.144 s 0.141
2022-11-07 19:40 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.757 s 0.355
2022-11-07 19:45 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.251 s 1.828
2022-11-07 20:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.311 s 2.028
2022-11-07 20:16 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.812 s 1.049
2022-11-07 20:24 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.967 s -0.332
2022-11-07 20:27 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.219 s 1.888
2022-11-07 20:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.255 s 1.791
2022-11-07 19:48 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.304 s 1.489
2022-11-07 20:08 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.490 s 2.026
2022-11-07 19:47 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.319 s 1.563
2022-11-07 19:55 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.512 s 0.552
2022-11-07 19:39 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.480 s 0.937
2022-11-07 20:01 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.486 s 0.618
2022-11-07 20:13 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.892 s 1.680
2022-11-07 20:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.646 s 2.116
2022-11-07 19:39 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.291 s 1.997
2022-11-07 19:44 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.008 s 0.134
2022-11-07 19:47 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.441 s 1.927
2022-11-07 20:27 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.281 s 2.074
2022-11-07 19:45 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.359 s 1.536
2022-11-07 20:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.391 s -0.013
2022-11-07 19:46 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.112 s 0.618
2022-11-07 19:47 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.244 s 1.431
2022-11-07 20:00 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.422 s 0.515
2022-11-07 20:01 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.369 s 1.329
2022-11-07 20:02 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.016 s 0.500
2022-11-07 20:01 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.560 s 1.312
2022-11-07 20:17 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.637 s -0.383
2022-11-07 20:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.379 s 1.785
2022-11-07 20:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.625 s 0.124
2022-11-07 20:15 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.447 s 0.534
2022-11-07 20:17 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.981 s 0.380
2022-11-07 20:16 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.507 s 1.292
2022-11-07 20:27 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.224 s 1.886
2022-11-07 20:16 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.428 s 1.078