Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-18 01:36 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.252 s -1.025
2023-01-18 01:35 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.240 s -0.601
2023-01-18 01:36 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.315 s -0.882
2023-01-18 01:36 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.369 s -0.217
2023-01-18 01:37 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.351 s -0.543
2023-01-18 01:37 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.838 s -0.635
2023-01-18 01:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.354 s 1.468
2023-01-18 01:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.320 s 0.473
2023-01-18 01:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.957 s -1.249
2023-01-18 01:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.409 s 0.045
2023-01-18 01:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.402 s -0.135
2023-01-18 01:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.332 s 0.262
2023-01-18 01:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.417 s -0.104
2023-01-18 01:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.542 s -0.091
2023-01-18 01:43 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.932 s -0.724
2023-01-18 01:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.338 s -0.445
2023-01-18 01:43 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.457 s -0.494
2023-01-18 01:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.267 s 0.130
2023-01-18 01:44 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.275 s 0.191
2023-01-18 01:44 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.381 s -0.349
2023-01-18 01:44 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.374 s 0.082
2023-01-18 01:45 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.790 s -0.149
2023-01-18 01:49 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.273 s 0.723
2023-01-18 01:50 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.702 s -0.729
2023-01-18 01:50 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.232 s 0.868
2023-01-18 01:50 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.296 s 0.487
2023-01-18 01:50 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.241 s 0.914
2023-01-18 01:50 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.311 s 0.504
2023-01-18 01:56 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.567 s 0.129
2023-01-18 01:56 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.429 s 0.449
2023-01-18 01:55 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.252 s 0.603
2023-01-18 01:51 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.454 s 0.278
2023-01-18 01:51 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.337 s 0.767
2023-01-18 01:56 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.305 s 0.804
2023-01-18 01:56 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.297 s 0.760
2023-01-18 02:07 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.503 s 0.691
2023-01-18 02:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.194 s 0.502
2023-01-18 02:03 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.194 s 0.532
2023-01-18 02:02 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.081 s -0.392
2023-01-18 01:56 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.380 s 0.548
2023-01-18 02:02 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.899 s 0.494
2023-01-18 01:57 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.846 s 0.300
2023-01-18 02:08 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.409 s 0.576
2023-01-18 01:57 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.377 s 1.162
2023-01-18 02:03 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.306 s 0.226
2023-01-18 02:04 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.705 s 0.104
2023-01-18 02:08 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.330 s 0.713
2023-01-18 02:03 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.223 s 0.650
2023-01-18 02:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.261 s 0.621
2023-01-18 02:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 4.991 s 0.155
2023-01-18 02:08 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.337 s 0.551
2023-01-18 02:08 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.456 s 0.389
2023-01-18 02:09 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.420 s 0.451
2023-01-18 02:09 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.869 s 0.429
2023-01-18 02:14 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.373 s 0.830
2023-01-18 02:14 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.582 s 0.148
2023-01-18 02:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.081 s 0.234
2023-01-18 02:14 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.469 s 0.513
2023-01-18 02:15 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.520 s 0.178
2023-01-18 02:15 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.427 s 0.664
2023-01-18 02:15 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.384 s 0.569
2023-01-18 02:16 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.919 s 0.496
2023-01-18 02:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.030 s 0.176
2023-01-18 02:20 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.798 s 0.849
2023-01-18 02:21 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.312 s 0.809
2023-01-18 02:21 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.394 s 0.596
2023-01-18 02:22 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.456 s 0.499
2023-01-18 02:21 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.342 s 0.888
2023-01-18 02:22 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.526 s 0.352
2023-01-18 02:22 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.999 s 0.449
2023-01-18 02:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.361 s 0.137
2023-01-18 02:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.541 s -0.907
2023-01-18 02:29 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.386 s 0.623
2023-01-18 02:28 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.365 s 0.642
2023-01-18 02:28 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s 0.530
2023-01-18 02:29 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.302 s 0.447
2023-01-18 02:29 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.419 s 0.249
2023-01-18 02:34 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.156 s 0.125
2023-01-18 02:35 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.250 s 0.317
2023-01-18 02:36 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.395 s 0.430
2023-01-18 02:35 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.084 s -0.155
2023-01-18 02:35 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.329 s 0.293
2023-01-18 02:36 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.982 s -0.242
2023-01-18 02:35 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.273 s 0.816
2023-01-18 02:37 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.732 s -0.058
2023-01-18 02:35 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.400 s 0.576
2023-01-18 02:36 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.078 s 0.184
2023-01-18 02:38 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.370 s 0.356
2023-01-18 02:38 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.498 s 0.150
2023-01-18 02:45 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.558 s -1.304
2023-01-18 02:30 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.857 s 0.212
2023-01-18 02:46 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.395 s 0.594
2023-01-18 02:48 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.757 s -0.366
2023-01-18 02:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.301 s 0.266
2023-01-18 02:49 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.600 s -0.584
2023-01-18 02:49 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.346 s -0.108
2023-01-18 02:39 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.670 s -0.644
2023-01-18 02:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.542 s 0.219
2023-01-18 02:37 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.243 s 0.726
2023-01-18 02:39 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.107 s -0.526
2023-01-18 02:46 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.820 s -0.319
2023-01-18 02:49 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.289 s 0.454
2023-01-18 02:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.248 s 0.448
2023-01-18 02:38 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.324 s 0.452
2023-01-18 02:50 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.561 s 0.277
2023-01-18 02:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.739 s -0.998
2023-01-18 02:45 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.218 s 1.001
2023-01-18 02:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.316 s -0.628
2023-01-18 02:49 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.256 s 0.403
2023-01-18 02:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.765 s -0.393
2023-01-18 02:49 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.504 s -0.541
2023-01-18 03:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.484 s 0.685
2023-01-18 02:50 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.534 s 0.144
2023-01-18 03:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.381 s 0.208
2023-01-18 03:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.387 s 0.721
2023-01-18 02:57 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.805 s 0.274
2023-01-18 02:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.392 s -0.576
2023-01-18 02:57 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.301 s 0.140
2023-01-18 03:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.883 s -1.213
2023-01-18 03:01 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.304 s 0.607
2023-01-18 03:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.092 s 0.585
2023-01-18 03:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.257 s 0.425
2023-01-18 03:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.701 s 0.579
2023-01-18 03:11 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.398 s -0.185
2023-01-18 03:12 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.344 s 0.400
2023-01-18 02:56 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.319 s 0.322
2023-01-18 02:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.250 s 0.553
2023-01-18 03:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.952 s -1.446
2023-01-18 03:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.340 s 0.425
2023-01-18 03:11 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.310 s 0.230
2023-01-18 02:56 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.366 s 0.204
2023-01-18 03:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.049 s -0.169
2023-01-18 03:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.262 s 0.784
2023-01-18 03:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.266 s 0.377
2023-01-18 03:01 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.232 s 0.826
2023-01-18 03:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.515 s -0.098
2023-01-18 03:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.319 s 0.465
2023-01-18 03:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.231 s 0.687
2023-01-18 03:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.918 s 0.236
2023-01-18 03:12 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.510 s 0.575
2023-01-18 03:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.252 s 0.841
2023-01-18 03:12 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.758 s 0.461
2023-01-18 03:17 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.861 s -1.475
2023-01-18 03:18 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.398 s 0.391
2023-01-18 03:18 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.338 s -1.364
2023-01-18 03:18 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.315 s 0.137
2023-01-18 03:18 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.508 s -0.233
2023-01-18 03:19 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.605 s 0.067
2023-01-18 03:19 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.070 s -0.190
2023-01-18 03:19 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.171 s 0.274
2023-01-18 03:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.736 s 0.364
2023-01-18 03:25 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.928 s -0.490
2023-01-18 03:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.298 s 1.067
2023-01-18 03:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.402 s 0.084
2023-01-18 03:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.525 s 0.360
2023-01-18 03:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.303 s 0.715
2023-01-18 03:27 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.352 s 0.589
2023-01-18 03:27 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.365 s -0.229
2023-01-18 03:31 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.904 s 0.721
2023-01-18 03:33 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.456 s -0.531
2023-01-18 03:33 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.614 s 0.094
2023-01-18 03:34 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.547 s -0.395
2023-01-18 03:34 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.991 s -0.997
2023-01-18 03:34 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.849 s -0.482
2023-01-18 03:35 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.802 s -1.341
2023-01-18 03:35 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.104 s -1.270
2023-01-18 03:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.355 s -0.354
2023-01-18 03:42 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 42.903 s -2.678
2023-01-18 03:46 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.244 s -0.234
2023-01-18 03:47 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.405 s -0.616
2023-01-18 03:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.736 s -0.147
2023-01-18 03:48 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.137 s -0.927
2023-01-18 03:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.313 s -0.186
2023-01-18 03:45 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.237 s -0.095
2023-01-18 03:46 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.272 s -0.007
2023-01-18 03:45 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 57.479 s -2.663