Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-16 20:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.426 s -0.933
2023-01-16 20:08 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.933 s -0.943
2023-01-16 20:09 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.283 s -0.847
2023-01-16 20:01 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.317 s -1.110
2023-01-16 20:02 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.356 s -1.083
2023-01-16 20:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.329 s -0.619
2023-01-16 20:15 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.242 s -0.657
2023-01-16 20:01 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.246 s -1.274
2023-01-16 20:01 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.253 s -1.172
2023-01-16 20:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.413 s -0.438
2023-01-16 20:15 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.716 s -0.855
2023-01-16 20:06 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.349 s 1.964
2023-01-16 20:06 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.816 s -0.697
2023-01-16 20:02 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.379 s -0.863
2023-01-16 20:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.342 s 0.021
2023-01-16 20:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.314 s -0.481
2023-01-16 20:02 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.867 s -1.582
2023-01-16 20:09 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.276 s -1.118
2023-01-16 20:09 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.348 s -1.182
2023-01-16 20:09 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.472 s -1.101
2023-01-16 20:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.337 s -0.545
2023-01-16 20:10 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.382 s -0.981
2023-01-16 20:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.306 s -0.440
2023-01-16 20:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.251 s -0.647
2023-01-16 20:21 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.251 s 0.664
2023-01-16 20:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.306 s -0.556
2023-01-16 20:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.411 s -0.909
2023-01-16 20:08 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.552 s -0.836
2023-01-16 20:09 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.385 s -0.674
2023-01-16 20:10 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.819 s -1.310
2023-01-16 20:23 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.399 s -1.042
2023-01-16 20:14 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.287 s 0.115
2023-01-16 20:16 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.323 s -0.510
2023-01-16 20:21 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.583 s -0.217
2023-01-16 20:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.439 s -0.300
2023-01-16 20:17 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.464 s -0.360
2023-01-16 20:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.389 s -0.326
2023-01-16 20:23 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.882 s -0.914
2023-01-16 20:27 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.907 s -0.071
2023-01-16 20:28 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.273 s -0.720
2023-01-16 20:28 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.095 s -0.939
2023-01-16 20:28 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.314 s -0.608
2023-01-16 20:28 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.201 s -1.049
2023-01-16 20:28 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.197 s -0.312
2023-01-16 20:29 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.227 s -0.473
2023-01-16 20:29 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.718 s -0.530
2023-01-16 20:33 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.040 s -0.580
2023-01-16 20:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.504 s 0.420
2023-01-16 20:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.464 s -0.294
2023-01-16 20:33 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.419 s -0.291
2023-01-16 20:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.425 s -0.258
2023-01-16 20:33 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.336 s -0.030
2023-01-16 20:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.348 s -0.793
2023-01-16 20:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.888 s -0.420
2023-01-16 20:39 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.083 s 0.046
2023-01-16 20:40 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.622 s -0.999
2023-01-16 20:40 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.383 s -0.170
2023-01-16 20:40 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.397 s -0.630
2023-01-16 20:40 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.480 s -0.343
2023-01-16 20:40 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.527 s -0.353
2023-01-16 20:41 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.438 s -0.484
2023-01-16 20:41 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.941 s -0.546
2023-01-16 20:54 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.509 s -0.676
2023-01-16 20:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.871 s -0.361
2023-01-16 20:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.321 s -0.383
2023-01-16 20:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.301 s -0.400
2023-01-16 21:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.258 s -0.977
2023-01-16 21:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.403 s -0.478
2023-01-16 21:00 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.098 s -0.567
2023-01-16 21:03 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.251 s -0.785
2023-01-16 21:03 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.333 s -0.412
2023-01-16 20:48 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.529 s -0.017
2023-01-16 20:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.352 s -0.403
2023-01-16 20:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.011 s -0.072
2023-01-16 20:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.375 s -0.295
2023-01-16 20:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.425 s -0.221
2023-01-16 20:46 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.815 s -0.226
2023-01-16 20:59 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.158 s 0.014
2023-01-16 20:46 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.067 s -0.721
2023-01-16 20:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.468 s -0.427
2023-01-16 20:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.407 s -0.455
2023-01-16 21:01 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.412 s -0.395
2023-01-16 21:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.079 s 0.092
2023-01-16 21:03 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.772 s -0.668
2023-01-16 20:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.308 s -0.321
2023-01-16 20:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.395 s -0.378
2023-01-16 21:04 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.678 s -1.485
2023-01-16 21:04 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.120 s -1.327
2023-01-16 20:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.361 s 0.040
2023-01-16 21:03 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.379 s -0.775
2023-01-16 21:01 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.971 s -0.162
2023-01-16 21:01 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.337 s -0.535
2023-01-16 21:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.283 s -0.692
2023-01-16 21:03 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.507 s -0.558
2023-01-16 21:09 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.726 s -1.197
2023-01-16 21:11 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.316 s -1.177
2023-01-16 21:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.826 s -0.932
2023-01-16 21:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.445 s -1.219
2023-01-16 21:11 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.226 s -0.439
2023-01-16 21:11 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.555 s -0.802
2023-01-16 21:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.341 s -1.415
2023-01-16 21:11 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.400 s -0.083
2023-01-16 21:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.779 s -0.765
2023-01-16 21:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.265 s -1.029
2023-01-16 21:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.356 s -1.081
2023-01-16 21:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.594 s -0.737
2023-01-16 21:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.504 s -0.608
2023-01-16 21:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.573 s -0.778
2023-01-16 21:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.295 s -0.694
2023-01-16 21:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.551 s -0.891
2023-01-16 21:19 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.408 s -1.002
2023-01-16 21:21 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.954 s -2.058
2023-01-16 21:22 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.334 s -1.102
2023-01-16 21:21 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.261 s -1.954
2023-01-16 21:22 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.263 s -1.723
2023-01-16 21:22 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.381 s -1.127
2023-01-16 21:22 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.312 s -1.834
2023-01-16 21:23 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.829 s -0.611
2023-01-16 21:26 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.888 s -1.644
2023-01-16 21:27 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.245 s -1.356
2023-01-16 21:27 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.323 s -1.136
2023-01-16 21:27 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.097 s -0.789
2023-01-16 21:28 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.400 s -1.181
2023-01-16 21:27 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.275 s -1.371
2023-01-16 21:28 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.910 s -0.530
2023-01-16 21:28 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.398 s -1.249
2023-01-16 21:29 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.166 s -1.849
2023-01-16 21:30 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.604 s -1.704
2023-01-16 21:30 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.271 s -1.824
2023-01-16 21:30 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.361 s -1.402
2023-01-16 21:30 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.282 s -2.188
2023-01-16 21:30 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.523 s -1.048
2023-01-16 21:31 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.336 s -2.356
2023-01-16 21:31 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.758 s -1.322
2023-01-16 21:35 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.941 s -1.832
2023-01-16 21:37 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.603 s -1.304
2023-01-16 21:37 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.325 s -1.319
2023-01-16 21:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.246 s -2.344
2023-01-16 21:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.264 s -1.589
2023-01-16 21:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.367 s -0.937
2023-01-16 21:38 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.554 s -2.189
2023-01-16 21:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.794 s -1.016
2023-01-16 21:43 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.954 s -3.203
2023-01-16 21:44 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.343 s -1.926
2023-01-16 21:44 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.328 s -1.971
2023-01-16 21:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.613 s -0.459
2023-01-16 21:44 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.413 s -1.137
2023-01-16 21:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.211 s -1.007
2023-01-16 21:44 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.519 s -1.429
2023-01-16 21:46 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.103 s -0.990
2023-01-16 21:50 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.927 s -0.626
2023-01-16 21:51 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 31.037 s -1.208
2023-01-16 21:52 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.314 s -1.670
2023-01-16 21:52 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.416 s -1.216
2023-01-16 21:52 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.317 s -1.522
2023-01-16 21:52 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.553 s -1.193
2023-01-16 21:53 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.372 s -0.662
2023-01-16 21:53 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.366 s -1.535
2023-01-16 22:00 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.839 s -0.015
2023-01-16 22:01 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.807 s -1.339
2023-01-16 22:00 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.980 s -0.545
2023-01-16 22:01 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.053 s -0.605
2023-01-16 21:57 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.913 s -0.086
2023-01-16 21:59 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.812 s -1.187
2023-01-16 21:59 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.448 s 0.276
2023-01-16 22:00 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.541 s -0.054
2023-01-16 22:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 41.714 s -1.227
2023-01-16 22:12 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.351 s -0.171
2023-01-16 22:11 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.236 s -0.039
2023-01-16 22:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 55.734 s -0.604
2023-01-16 22:12 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.272 s -0.141
2023-01-16 22:12 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.246 s -0.586
2023-01-16 22:12 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.311 s -0.121
2023-01-16 22:12 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.723 s 0.092
2023-01-16 22:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.397 s 0.272
2023-01-16 22:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.121 s -0.732