Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-18 17:01 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.289 s 0.409
2022-11-18 17:01 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.225 s 0.831
2022-11-18 17:14 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.401 s 0.764
2022-11-18 17:01 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.214 s 0.964
2022-11-18 17:03 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.785 s 0.610
2022-11-18 17:03 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.324 s 1.122
2022-11-18 17:12 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.364 s 1.188
2022-11-18 17:13 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.363 s 1.237
2022-11-18 17:14 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.325 s 0.978
2022-11-18 17:01 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.352 s 0.410
2022-11-18 17:14 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.315 s 0.853
2022-11-18 17:14 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.388 s 0.639
2022-11-18 17:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.530 s 0.307
2022-11-18 17:14 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.396 s 1.027
2022-11-18 17:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.392 s 1.024
2022-11-18 17:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.894 s 1.123
2022-11-18 17:17 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.365 s 0.296
2022-11-18 17:16 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.323 s 0.184
2022-11-18 17:16 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.259 s 0.582
2022-11-18 17:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.266 s 0.631
2022-11-18 17:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.360 s 1.027
2022-11-18 17:17 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.764 s 0.688
2022-11-18 17:23 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.234 s -0.231
2022-11-18 17:23 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.240 s 0.208
2022-11-18 17:24 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.313 s -0.186
2022-11-18 17:23 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.299 s -0.327
2022-11-18 17:24 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.447 s 0.224
2022-11-18 17:22 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.253 s 1.955
2022-11-18 17:23 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.278 s 1.022
2022-11-18 17:24 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.333 s 0.614
2022-11-18 17:29 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.381 s 0.038
2022-11-18 17:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.217 s 2.098
2022-11-18 17:29 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.547 s 0.574
2022-11-18 17:29 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.294 s 0.561
2022-11-18 17:30 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.427 s 0.213
2022-11-18 17:29 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.304 s 0.550
2022-11-18 17:30 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.842 s 0.493
2022-11-18 17:30 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.382 s 0.057
2022-11-18 17:35 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.883 s 1.287
2022-11-18 17:35 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.040 s 2.222
2022-11-18 17:35 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.191 s 0.346
2022-11-18 17:36 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.265 s -0.165
2022-11-18 17:36 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.190 s 0.642
2022-11-18 17:36 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.309 s -0.320
2022-11-18 17:36 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.218 s 0.724
2022-11-18 17:37 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.700 s 0.241
2022-11-18 17:41 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 4.985 s 1.539
2022-11-18 17:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.572 s 1.723
2022-11-18 17:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.918 s 0.306
2022-11-18 17:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.509 s 0.345
2022-11-18 18:00 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.335 s 0.920
2022-11-18 18:01 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.311
2022-11-18 18:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.361 s 0.817
2022-11-18 17:53 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.782 s 1.510
2022-11-18 18:02 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.845 s 0.475
2022-11-18 17:42 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.868 s 0.389
2022-11-18 17:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.416 s 0.894
2022-11-18 17:54 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.312 s 0.424
2022-11-18 18:01 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.519 s -0.715
2022-11-18 18:02 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.423 s -0.251
2022-11-18 18:34 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.379 s -0.026
2022-11-18 18:37 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.474 s 0.542
2022-11-18 18:18 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.299 s -0.338
2022-11-18 18:28 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.239 s 0.599
2022-11-18 18:44 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.250 s 0.622
2022-11-18 17:41 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.327 s 0.483
2022-11-18 17:41 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.405 s 0.411
2022-11-18 17:40 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.482 s 1.840
2022-11-18 17:41 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.460 s -0.172
2022-11-18 18:19 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.392 s 0.674
2022-11-18 18:28 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.573 s 0.163
2022-11-18 18:30 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.795 s 0.434
2022-11-18 17:55 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.453 s 0.459
2022-11-18 18:22 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.245 s 0.404
2022-11-18 18:29 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.244 s 0.175
2022-11-18 18:29 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.289 s 0.542
2022-11-18 18:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.165 s 0.328
2022-11-18 18:08 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.328 s -0.034
2022-11-18 18:08 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.402 s 0.113
2022-11-18 18:19 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.788 s 1.023
2022-11-18 18:35 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.871 s 0.117
2022-11-18 18:43 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.019 s 2.217
2022-11-18 17:55 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.518 s 0.717
2022-11-18 18:01 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.367 s 0.028
2022-11-18 18:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.649 s 1.292
2022-11-18 18:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.322 s 0.158
2022-11-18 18:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.077 s 0.367
2022-11-18 18:38 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.708 s 0.237
2022-11-18 18:19 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.265 s -0.078
2022-11-18 18:22 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.275 s 0.802
2022-11-18 18:43 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.229 s 0.661
2022-11-18 17:41 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.332 s 0.531
2022-11-18 17:47 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.466 s 0.058
2022-11-18 18:02 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.300 s 0.453
2022-11-18 19:07 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.413 s 1.448
2022-11-18 17:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.412 s 0.586
2022-11-18 18:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.140 s 1.870
2022-11-18 18:08 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.247 s 0.044
2022-11-18 18:08 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.391 s 0.593
2022-11-18 18:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.644 s 0.410
2022-11-18 18:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.823 s 0.288
2022-11-18 18:34 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.260 s 0.548
2022-11-18 17:47 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.368 s 0.773
2022-11-18 17:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.377 s 0.635
2022-11-18 17:54 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.341 s 0.517
2022-11-18 18:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.916 s 0.431
2022-11-18 18:18 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.214 s 0.604
2022-11-18 18:23 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.512 s 0.738
2022-11-18 17:55 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.006 s -0.030
2022-11-18 18:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.239 s 0.514
2022-11-18 18:20 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.586 s 1.419
2022-11-18 18:23 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.539 s 1.054
2022-11-18 18:34 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.232 s 0.319
2022-11-18 18:36 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.077 s 1.432
2022-11-18 17:46 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.048 s 1.350
2022-11-18 18:16 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.543 s 1.161
2022-11-18 18:22 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.481 s -0.037
2022-11-18 18:27 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.280 s 0.517
2022-11-18 18:29 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.316 s -0.164
2022-11-18 18:45 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.727 s 1.004
2022-11-18 17:54 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.395 s 0.189
2022-11-18 18:18 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.122 s 1.095
2022-11-18 19:18 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.264 s 0.258
2022-11-18 17:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.004 s 1.949
2022-11-18 18:02 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.385 s 0.677
2022-11-18 18:19 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.528 s 0.349
2022-11-18 18:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.906 s 1.060
2022-11-18 18:50 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.132 s 1.215
2022-11-18 18:51 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.583 s 0.655
2022-11-18 18:58 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.301 s 0.466
2022-11-18 18:59 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.344 s -0.017
2022-11-18 18:08 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.275 s -0.058
2022-11-18 18:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.090 s -0.378
2022-11-18 18:35 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.384 s 0.924
2022-11-18 18:45 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.503 s 0.375
2022-11-18 18:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.496 s -0.110
2022-11-18 18:34 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.308 s -0.052
2022-11-18 18:37 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.337 s 0.148
2022-11-18 18:51 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.487 s 0.901
2022-11-18 18:21 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.366 s 1.286
2022-11-18 18:22 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.332 s 0.007
2022-11-18 18:29 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.358 s 0.094
2022-11-18 18:58 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.521 s 0.375
2022-11-18 19:20 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.064 s 1.060
2022-11-18 18:34 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 5.970 s 2.045
2022-11-18 19:06 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.519 s 0.580
2022-11-18 18:51 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.122 s 1.089
2022-11-18 19:03 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.891 s 1.475
2022-11-18 18:36 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.447 s 1.289
2022-11-18 18:36 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.251 s 0.747
2022-11-18 18:37 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.263 s 0.187
2022-11-18 18:38 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.313 s 0.551
2022-11-18 18:50 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.391 s 0.259
2022-11-18 18:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.031 s 0.251
2022-11-18 18:44 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.313 s -0.236
2022-11-18 18:44 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.349 s -0.175
2022-11-18 19:17 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.345 s 0.021
2022-11-18 18:50 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.302 s 0.842
2022-11-18 18:49 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.290 s 1.706
2022-11-18 18:56 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.405 s 1.124
2022-11-18 19:17 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.007 s 1.980
2022-11-18 18:58 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.304 s 0.459
2022-11-18 19:05 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.423 s 1.122
2022-11-18 19:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 37.819 s 1.707
2022-11-18 19:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.392 s 0.070
2022-11-18 18:58 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.399 s 0.189
2022-11-18 19:17 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.308 s -0.217
2022-11-18 19:18 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.717 s -0.000
2022-11-18 18:57 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.534 s 1.152
2022-11-18 19:05 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.414 s 1.005
2022-11-18 19:06 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.917 s 1.442
2022-11-18 18:59 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.351 s 0.716
2022-11-18 19:06 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.796 s 1.276
2022-11-18 19:17 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.228 s 0.471
2022-11-18 19:17 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.235 s 0.318
2022-11-18 19:07 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.953 s 1.054