Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-24 01:33 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.389 s -1.480
2022-11-24 01:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.346 s -0.982
2022-11-24 01:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.418 s -1.621
2022-11-24 01:46 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.286 s 0.172
2022-11-24 01:33 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.316 s -1.067
2022-11-24 01:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.383 s -1.428
2022-11-24 01:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.825 s -1.717
2022-11-24 01:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.750 s -0.681
2022-11-24 01:33 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.243 s -1.125
2022-11-24 01:48 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.342 s -0.796
2022-11-24 01:33 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.234 s -1.047
2022-11-24 01:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.855 s -0.958
2022-11-24 01:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.488 s -1.685
2022-11-24 01:39 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.428 s -1.096
2022-11-24 01:38 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.335 s -1.665
2022-11-24 01:38 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.415 s -1.137
2022-11-24 01:48 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.455 s -0.233
2022-11-24 01:54 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.319 s -1.569
2022-11-24 01:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.342 s -1.518
2022-11-24 01:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.283 s -1.378
2022-11-24 01:48 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.320 s -0.710
2022-11-24 01:53 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.568 s -0.521
2022-11-24 01:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.921 s -1.413
2022-11-24 02:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.198 s -0.943
2022-11-24 01:37 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.376 s 0.455
2022-11-24 01:47 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.247 s -1.026
2022-11-24 01:53 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.306 s -0.958
2022-11-24 01:38 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.857 s -1.116
2022-11-24 01:47 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.239 s -1.139
2022-11-24 01:53 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.398 s -1.377
2022-11-24 01:54 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.438 s -0.592
2022-11-24 01:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.389 s -1.215
2022-11-24 01:39 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.557 s -1.150
2022-11-24 01:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.275 s -1.388
2022-11-24 01:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.352 s -1.715
2022-11-24 01:47 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.303 s -0.599
2022-11-24 01:54 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.394 s -1.454
2022-11-24 02:18 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.095 s -0.519
2022-11-24 02:19 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.473 s -1.125
2022-11-24 01:53 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.258 s -0.453
2022-11-24 02:05 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.491 s 0.891
2022-11-24 02:11 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.070 s -0.145
2022-11-24 02:05 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.425 s -1.004
2022-11-24 02:06 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.423 s -0.738
2022-11-24 02:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.652 s -0.440
2022-11-24 01:55 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.866 s -0.624
2022-11-24 02:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.225 s -0.770
2022-11-24 02:12 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.478 s -0.813
2022-11-24 01:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.910 s -1.210
2022-11-24 02:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.197 s -0.681
2022-11-24 02:12 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.531 s -1.336
2022-11-24 02:19 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.355 s -1.218
2022-11-24 02:05 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.337 s -0.841
2022-11-24 02:13 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.947 s -1.023
2022-11-24 02:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.140 s -0.714
2022-11-24 02:00 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.308 s -0.304
2022-11-24 02:00 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.269 s -0.587
2022-11-24 02:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.722 s -0.749
2022-11-24 02:05 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.065 s -0.409
2022-11-24 02:13 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.429 s -0.756
2022-11-24 02:06 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.343 s -0.869
2022-11-24 02:18 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.811 s -1.255
2022-11-24 02:07 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.886 s -0.404
2022-11-24 02:12 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.390 s -1.117
2022-11-24 02:06 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.462 s -0.322
2022-11-24 02:12 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.381 s -0.842
2022-11-24 02:19 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.405 s -0.521
2022-11-24 02:20 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.018 s -0.585
2022-11-24 02:19 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.322 s -0.986
2022-11-24 02:20 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.540 s -1.535
2022-11-24 02:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.356 s -0.335
2022-11-24 02:26 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.307 s -0.454
2022-11-24 02:26 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.525 s -1.323
2022-11-24 02:26 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.299 s -0.565
2022-11-24 02:27 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.424 s -0.375
2022-11-24 02:26 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.378 s -0.764
2022-11-24 02:27 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.395 s -0.542
2022-11-24 02:27 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.865 s -0.205
2022-11-24 02:33 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.254 s -0.957
2022-11-24 02:32 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.180 s -0.813
2022-11-24 02:32 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.215 s -0.379
2022-11-24 02:33 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.282 s -1.275
2022-11-24 02:34 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.934 s 0.297
2022-11-24 02:33 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.336 s -0.654
2022-11-24 02:33 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.417 s -0.770
2022-11-24 02:33 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.409 s -1.547
2022-11-24 02:34 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.110 s -1.595
2022-11-24 02:36 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.504 s -0.658
2022-11-24 02:35 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.332 s -0.632
2022-11-24 02:35 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.734 s -0.966
2022-11-24 02:35 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.245 s -0.502
2022-11-24 02:36 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.378 s -1.302
2022-11-24 02:37 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.114 s -1.407
2022-11-24 02:36 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.655 s -0.766
2022-11-24 02:47 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.336 s -0.344
2022-11-24 02:54 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.245 s -0.314
2022-11-24 02:44 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.300 s -0.415
2022-11-24 02:48 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.533 s -0.489
2022-11-24 02:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.547 s 0.993
2022-11-24 02:44 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.397 s -0.077
2022-11-24 02:44 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.545 s -0.659
2022-11-24 02:47 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.470 s -0.610
2022-11-24 02:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.593 s -0.495
2022-11-24 02:43 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.221 s -0.423
2022-11-24 02:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.229 s 0.110
2022-11-24 03:00 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.908 s -0.857
2022-11-24 03:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.323 s -0.806
2022-11-24 02:47 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.248 s -0.112
2022-11-24 02:47 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.285 s -0.835
2022-11-24 02:48 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.556 s -0.749
2022-11-24 02:44 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.804 s -0.328
2022-11-24 03:00 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.400 s -1.439
2022-11-24 03:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.489 s 0.058
2022-11-24 02:46 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.675 s -0.611
2022-11-24 03:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.521 s -0.422
2022-11-24 02:47 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.488 s -0.374
2022-11-24 02:55 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.817 s -0.213
2022-11-24 03:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.729 s -0.582
2022-11-24 02:44 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.275 s -0.291
2022-11-24 02:54 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.318 s -0.317
2022-11-24 03:11 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.761 s -0.501
2022-11-24 03:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.281 s 0.539
2022-11-24 02:52 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.303 s -0.078
2022-11-24 03:09 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.323 s -1.059
2022-11-24 03:02 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.347 s -0.744
2022-11-24 03:09 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s -0.762
2022-11-24 02:54 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.248 s -0.485
2022-11-24 02:59 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.056 s 0.215
2022-11-24 02:55 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.298 s -0.851
2022-11-24 02:59 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.856 s -1.536
2022-11-24 03:00 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.392 s -1.077
2022-11-24 03:10 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.535 s -2.066
2022-11-24 02:54 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.361 s -0.092
2022-11-24 03:00 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.315 s -0.604
2022-11-24 03:17 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.507 s -1.504
2022-11-24 03:17 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.179 s -0.863
2022-11-24 03:02 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.261 s -0.808
2022-11-24 03:01 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.137 s -1.010
2022-11-24 03:15 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.416 s -0.581
2022-11-24 03:00 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.275 s -1.586
2022-11-24 03:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.270 s -0.861
2022-11-24 02:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.238 s -0.645
2022-11-24 03:07 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.921 s -0.587
2022-11-24 03:16 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.314 s -1.219
2022-11-24 03:10 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.265 s -1.679
2022-11-24 03:18 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.057 s -0.524
2022-11-24 03:24 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.411 s -0.686
2022-11-24 03:17 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.609 s -0.672
2022-11-24 03:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.684 s -1.100
2022-11-24 03:10 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.356 s -0.688
2022-11-24 03:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.882 s -2.561
2022-11-24 03:16 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.163 s -0.083
2022-11-24 03:16 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.403 s -0.870
2022-11-24 03:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.313 s -1.157
2022-11-24 03:32 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.545 s -1.157
2022-11-24 03:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.320 s -1.735
2022-11-24 03:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.363 s -1.048
2022-11-24 03:24 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.537 s -0.366
2022-11-24 03:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.346 s -0.016
2022-11-24 03:34 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.117 s -1.716
2022-11-24 03:29 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.919 s -1.427
2022-11-24 03:32 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.830 s -0.815
2022-11-24 03:32 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.953 s 0.011
2022-11-24 03:31 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.510 s 0.407
2022-11-24 03:32 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.437 s -0.506
2022-11-24 03:44 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.272 s -1.129
2022-11-24 03:33 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.671 s -1.555
2022-11-24 03:43 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.476 s -1.932
2022-11-24 03:44 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.359 s -1.009
2022-11-24 03:43 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.237 s -1.010
2022-11-24 03:44 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.316 s -0.877
2022-11-24 03:44 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.240 s -0.493
2022-11-24 03:44 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.740 s -0.645
2022-11-24 03:40 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 39.056 s -1.348
2022-11-24 03:45 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.404 s -1.426
2022-11-24 03:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.096 s -0.187