Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 18:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.383 s -1.319
2022-11-23 18:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.325 s -0.503
2022-11-23 18:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.421 s -0.695
2022-11-23 18:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.338 s -1.028
2022-11-23 18:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.440 s -0.354
2022-11-23 18:53 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.232 s -0.021
2022-11-23 18:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.240 s -0.838
2022-11-23 18:54 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.242 s -0.097
2022-11-23 18:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.315 s -1.136
2022-11-23 18:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.408 s -0.717
2022-11-23 18:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.342 s -0.712
2022-11-23 18:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.541 s -0.319
2022-11-23 18:53 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.740 s -0.734
2022-11-23 18:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.852 s -1.012
2022-11-23 18:44 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.363 s 1.140
2022-11-23 18:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.390 s -1.389
2022-11-23 18:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.271 s -0.915
2022-11-23 18:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.280 s -1.050
2022-11-23 18:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.232 s -0.984
2022-11-23 18:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.412 s -0.898
2022-11-23 18:45 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.837 s -1.136
2022-11-23 18:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.341 s -1.107
2022-11-23 18:54 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.337 s -0.094
2022-11-23 18:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.910 s -0.332
2022-11-23 18:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.374 s -0.506
2022-11-23 18:55 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.452 s -0.126
2022-11-23 18:53 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.277 s 0.738
2022-11-23 18:48 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.832 s -2.155
2022-11-23 18:54 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.301 s -0.461
2022-11-23 18:54 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.315 s -0.338
2022-11-23 18:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.236 s 0.996
2022-11-23 19:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.383 s -0.127
2022-11-23 18:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.564 s -0.252
2022-11-23 18:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.300 s -0.314
2022-11-23 19:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.433 s -0.234
2022-11-23 19:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.307 s 0.030
2022-11-23 19:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.390 s -0.952
2022-11-23 19:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.853 s -0.062
2022-11-23 19:06 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.099 s 0.429
2022-11-23 19:05 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.905 s -0.765
2022-11-23 19:07 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.309 s -0.435
2022-11-23 19:06 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.196 s -0.612
2022-11-23 19:06 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.194 s -0.288
2022-11-23 19:06 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.274 s -1.051
2022-11-23 19:13 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.887 s -0.530
2022-11-23 19:11 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.334 s -0.431
2022-11-23 19:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.420 s -0.339
2022-11-23 19:07 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.224 s -0.576
2022-11-23 19:11 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.493 s 0.639
2022-11-23 19:11 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.041 s 0.097
2022-11-23 19:07 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.724 s -0.880
2022-11-23 19:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.423 s -0.864
2022-11-23 19:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.339 s -0.429
2022-11-23 19:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.461 s -0.310
2022-11-23 19:18 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.374 s 0.008
2022-11-23 19:17 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.058 s 0.892
2022-11-23 19:18 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.621 s 0.278
2022-11-23 19:18 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.478 s -0.852
2022-11-23 19:18 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.384 s -0.386
2022-11-23 19:18 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.517 s -0.288
2022-11-23 19:19 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.425 s -0.284
2022-11-23 19:19 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.918 s 0.281
2022-11-23 19:53 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.336 s -0.367
2022-11-23 19:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.655 s 0.965
2022-11-23 19:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.003 s -0.684
2022-11-23 19:50 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.535 s -0.088
2022-11-23 19:51 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.603 s 1.090
2022-11-23 19:31 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.351 s -0.062
2022-11-23 19:24 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.796 s 0.208
2022-11-23 19:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.315 s -0.166
2022-11-23 19:26 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.015 s -0.506
2022-11-23 19:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.405 s -0.546
2022-11-23 19:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.398 s -0.257
2022-11-23 19:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.371 s -0.543
2022-11-23 19:38 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.251 s -0.542
2022-11-23 19:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.461 s -0.198
2022-11-23 19:38 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.229 s -0.551
2022-11-23 19:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.405 s -0.082
2022-11-23 19:49 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.395 s 0.150
2022-11-23 19:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.073 s 0.649
2022-11-23 19:53 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.487 s -0.311
2022-11-23 19:32 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.296 s -0.140
2022-11-23 19:41 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.333 s -0.755
2022-11-23 19:53 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.546 s 0.223
2022-11-23 19:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.347 s -0.218
2022-11-23 19:32 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.421 s -0.234
2022-11-23 19:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.646 s 0.186
2022-11-23 19:47 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.566 s 0.558
2022-11-23 19:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.539 s -0.873
2022-11-23 19:24 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.070 s 0.174
2022-11-23 19:32 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.303 s -0.059
2022-11-23 19:53 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.280 s -0.061
2022-11-23 19:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.528 s -0.373
2022-11-23 19:33 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.855 s 0.108
2022-11-23 19:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.282 s -1.213
2022-11-23 19:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.244 s -0.311
2022-11-23 19:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.501 s -0.491
2022-11-23 19:50 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.261 s 0.061
2022-11-23 19:32 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.369 s -0.136
2022-11-23 19:33 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.393 s -0.300
2022-11-23 19:49 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.303 s -0.743
2022-11-23 19:32 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.497 s -0.426
2022-11-23 19:38 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.168 s 0.037
2022-11-23 19:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.071 s 0.504
2022-11-23 19:52 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.407 s 0.569
2022-11-23 19:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.335 s -0.628
2022-11-23 19:49 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.220 s -0.285
2022-11-23 19:52 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.248 s -0.221
2022-11-23 19:49 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.199 s 0.470
2022-11-23 20:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.294 s -0.194
2022-11-23 20:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.460 s 0.932
2022-11-23 19:50 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.804 s -0.331
2022-11-23 19:59 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.243 s 0.014
2022-11-23 20:06 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.096 s 0.737
2022-11-23 19:57 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.272 s 0.923
2022-11-23 20:16 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.755 s -0.287
2022-11-23 19:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.556 s 0.813
2022-11-23 20:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.368 s -0.671
2022-11-23 20:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.292 s 1.886
2022-11-23 20:28 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.504 s 2.047
2022-11-23 20:30 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.341 s 0.223
2022-11-23 19:59 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.318 s -0.365
2022-11-23 20:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.379 s -0.090
2022-11-23 20:12 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.923 s -0.768
2022-11-23 20:29 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.522 s 0.370
2022-11-23 20:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.249 s -0.634
2022-11-23 20:04 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.804 s 1.379
2022-11-23 20:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.238 s -0.586
2022-11-23 20:07 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.255 s 0.152
2022-11-23 20:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.320 s -0.363
2022-11-23 20:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.821 s -0.333
2022-11-23 20:16 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.498 s 0.736
2022-11-23 20:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.268 s -0.644
2022-11-23 20:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.392 s -0.315
2022-11-23 20:14 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.205 s 1.078
2022-11-23 20:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.263 s 0.062
2022-11-23 20:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.492 s 0.361
2022-11-23 20:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.130 s 1.489
2022-11-23 20:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.590 s 0.298
2022-11-23 20:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.128 s 0.948
2022-11-23 20:05 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.048 s 0.349
2022-11-23 20:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.342 s -0.345
2022-11-23 20:15 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.311 s -0.146
2022-11-23 20:29 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.306 s 0.141
2022-11-23 20:15 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.257 s -0.486
2022-11-23 20:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.312 s -0.424
2022-11-23 20:06 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.863 s 0.295
2022-11-23 20:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.495 s -0.252
2022-11-23 20:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.702 s 0.617
2022-11-23 20:29 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.398 s 0.198
2022-11-23 20:14 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.234 s -0.199
2022-11-23 20:21 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.308 s -0.101
2022-11-23 20:15 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.354 s -0.555
2022-11-23 20:21 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.390 s 0.273
2022-11-23 20:30 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.352 s 0.510
2022-11-23 20:34 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.902 s 0.314
2022-11-23 20:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.010 s 1.093
2022-11-23 20:27 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.439 s 0.950
2022-11-23 20:29 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.303 s 0.178
2022-11-23 20:36 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.439 s -0.674
2022-11-23 20:36 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.462 s 0.843
2022-11-23 20:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.537 s -0.659
2022-11-23 20:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.973 s -0.875
2022-11-23 20:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.817 s -0.017
2022-11-23 20:38 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.516 s 0.338
2022-11-23 20:38 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.013 s 0.118
2022-11-23 20:45 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.595 s -0.116
2022-11-23 20:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.646 s 0.522
2022-11-23 20:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.235 s -0.758
2022-11-23 20:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.239 s -0.441
2022-11-23 20:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.353 s -0.668
2022-11-23 20:48 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.316 s -0.914
2022-11-23 20:51 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.074 s 0.779
2022-11-23 20:50 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.391 s 0.063
2022-11-23 20:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.719 s -0.054
2022-11-23 20:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.268 s -0.537