Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-24 00:00 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.341 s -0.519
2022-11-23 23:59 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.230 s -0.694
2022-11-23 23:59 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.239 s -0.687
2022-11-23 23:59 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.313 s -0.899
2022-11-24 00:00 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.381 s -1.066
2022-11-24 00:00 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.848 s -0.794
2022-11-24 00:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.911 s -0.488
2022-11-24 00:04 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.814 s -0.921
2022-11-24 00:04 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.355 s 1.407
2022-11-24 00:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.334 s -0.326
2022-11-24 00:04 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.324 s -0.281
2022-11-24 00:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.424 s -0.848
2022-11-24 00:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.405 s 0.004
2022-11-24 00:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.409 s -0.715
2022-11-24 00:07 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.340 s -0.885
2022-11-24 00:07 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.266 s -0.212
2022-11-24 00:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.540 s -0.205
2022-11-24 00:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.450 s -0.571
2022-11-24 00:07 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.276 s -0.470
2022-11-24 00:07 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.387 s -1.124
2022-11-24 00:08 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.806 s -0.948
2022-11-24 00:13 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.728 s -0.615
2022-11-24 00:13 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.232 s -0.098
2022-11-24 00:08 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.371 s -0.118
2022-11-24 00:26 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.306 s -0.130
2022-11-24 00:31 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.329 s 0.302
2022-11-24 00:14 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.310 s 0.135
2022-11-24 00:19 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.297 s 0.128
2022-11-24 00:13 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.300 s -0.420
2022-11-24 00:14 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.240 s 0.141
2022-11-24 00:14 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.339 s -0.252
2022-11-24 00:20 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.437 s -0.488
2022-11-24 00:31 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.486 s 1.417
2022-11-24 00:12 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.275 s 0.759
2022-11-24 00:26 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.199 s -2.549
2022-11-24 00:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.311 s -0.446
2022-11-24 00:25 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.889 s 0.726
2022-11-24 00:14 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.449 s 0.136
2022-11-24 00:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.871 s -0.857
2022-11-24 00:31 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.412 s -0.062
2022-11-24 00:26 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.195 s -0.405
2022-11-24 00:26 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.193 s 0.028
2022-11-24 00:19 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.558 s 0.028
2022-11-24 00:27 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.701 s 0.201
2022-11-24 00:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.334 s 0.280
2022-11-24 00:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.372 s 0.267
2022-11-24 00:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.378 s 0.386
2022-11-24 00:19 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.385 s -0.289
2022-11-24 00:38 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.518 s -0.317
2022-11-24 00:39 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.421 s 0.336
2022-11-24 00:19 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.232 s 1.205
2022-11-24 00:26 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.264 s -0.095
2022-11-24 00:31 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.040 s 0.159
2022-11-24 00:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.379 s 0.498
2022-11-24 00:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.412 s 0.604
2022-11-24 00:37 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.059 s 0.785
2022-11-24 00:33 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.882 s -0.260
2022-11-24 00:38 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.621 s 0.309
2022-11-24 00:38 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.471 s -0.285
2022-11-24 00:27 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.222 s 0.010
2022-11-24 00:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.467 s -0.690
2022-11-24 00:39 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.925 s 0.033
2022-11-24 00:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.893 s -1.271
2022-11-24 00:44 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.792 s 0.630
2022-11-24 00:45 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.400 s -0.185
2022-11-24 00:44 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.310 s 0.584
2022-11-24 00:44 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.153 s -2.420
2022-11-24 00:46 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.524 s 0.188
2022-11-24 00:45 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.344 s 0.138
2022-11-24 00:45 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.455 s 0.293
2022-11-24 00:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.387 s 0.395
2022-11-24 00:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.302 s 0.184
2022-11-24 00:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.273 s 0.156
2022-11-24 00:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.343 s 0.571
2022-11-24 00:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.377 s -0.753
2022-11-24 00:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s 0.148
2022-11-24 00:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.004 s 0.099
2022-11-24 00:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.426 s -0.518
2022-11-24 00:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.506 s -0.650
2022-11-24 00:57 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.158 s 0.722
2022-11-24 00:58 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.144 s 0.552
2022-11-24 00:58 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.248 s -0.013
2022-11-24 00:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.397 s -0.155
2022-11-24 00:58 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.339 s -0.941
2022-11-24 00:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.415 s -0.657
2022-11-24 00:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.007 s -0.705
2022-11-24 01:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.103 s -1.272
2022-11-24 01:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.328 s -0.314
2022-11-24 01:01 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.771 s -1.950
2022-11-24 01:01 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.370 s -0.285
2022-11-24 01:01 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.243 s -0.201
2022-11-24 01:02 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.098 s -0.608
2022-11-24 01:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.505 s -0.709
2022-11-24 01:02 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.645 s 0.314
2022-11-24 01:07 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.566 s 0.549
2022-11-24 01:09 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.302 s -0.670
2022-11-24 01:09 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.209 s 0.355
2022-11-24 01:09 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.221 s -0.372
2022-11-24 01:10 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.536 s -0.137
2022-11-24 01:09 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.396 s 0.060
2022-11-24 01:10 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.805 s -0.379
2022-11-24 01:10 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.274 s -0.269
2022-11-24 01:11 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.608 s 0.952
2022-11-24 01:12 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.249 s -0.233
2022-11-24 01:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.387 s 0.922
2022-11-24 01:13 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.340 s -0.621
2022-11-24 01:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.283 s -0.522
2022-11-24 01:13 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.484 s -0.160
2022-11-24 01:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.542 s 0.698
2022-11-24 01:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.521 s 0.255
2022-11-24 01:20 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.291 s 0.240
2022-11-24 01:27 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.479 s 0.511
2022-11-24 01:28 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.344 s -0.451
2022-11-24 01:19 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.242 s 0.137
2022-11-24 01:27 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.094 s 0.816
2022-11-24 01:19 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.506 s 1.693
2022-11-24 01:25 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.317 s -0.803
2022-11-24 01:20 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.248 s -0.573
2022-11-24 01:21 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.811 s -0.015
2022-11-24 01:25 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.232 s 0.230
2022-11-24 01:25 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.263 s 0.180
2022-11-24 01:26 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.393 s -0.442
2022-11-24 01:36 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.735 s 0.698
2022-11-24 01:26 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.891 s -0.413
2022-11-24 01:17 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.249 s 1.729
2022-11-24 01:19 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.316 s -0.100
2022-11-24 01:49 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.403 s -0.111
2022-11-24 01:24 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.830 s -0.099
2022-11-24 01:33 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.914 s 0.213
2022-11-24 01:35 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.257 s -0.344
2022-11-24 01:20 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.360 s -0.029
2022-11-24 01:25 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.030 s 0.745
2022-11-24 01:28 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.504 s -0.579
2022-11-24 01:41 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.307 s 0.094
2022-11-24 01:27 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.257 s -0.246
2022-11-24 01:35 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.354 s -0.510
2022-11-24 01:36 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.501 s 0.489
2022-11-24 01:34 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.330 s 0.201
2022-11-24 01:35 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.315 s -0.414
2022-11-24 01:34 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.235 s -0.364
2022-11-24 01:50 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.337 s 0.551
2022-11-24 01:49 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.580 s 1.047
2022-11-24 01:49 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.527 s 0.139
2022-11-24 01:28 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.263 s 0.144
2022-11-24 01:29 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.318 s -0.048
2022-11-24 01:40 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.323 s 1.170
2022-11-24 01:42 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.499 s -0.477
2022-11-24 01:25 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.381 s -0.210
2022-11-24 01:29 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.720 s -0.183
2022-11-24 01:42 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.402 s -0.729
2022-11-24 01:42 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.598 s -0.067
2022-11-24 01:50 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.356 s -0.061
2022-11-24 01:57 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.430 s 0.330
2022-11-24 01:57 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.810 s 0.465
2022-11-24 01:43 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.052 s -0.358
2022-11-24 01:57 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.530 s -0.110
2022-11-24 01:43 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.148 s 0.247
2022-11-24 01:49 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.304 s 0.427
2022-11-24 01:57 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.931 s 0.982
2022-11-24 01:49 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.304 s 0.082
2022-11-24 01:41 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.136 s 1.191
2022-11-24 01:47 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.483 s 0.570
2022-11-24 01:54 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.899 s 0.720
2022-11-24 01:57 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.483 s 0.673
2022-11-24 01:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.500 s 0.523
2022-11-24 01:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.054 s -0.604
2022-11-24 02:05 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.426 s 0.361
2022-11-24 02:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.832 s -0.039
2022-11-24 02:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.399 s -0.891
2022-11-24 02:11 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.073 s 0.901
2022-11-24 02:09 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.353 s -0.567
2022-11-24 02:08 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.306 s -0.053
2022-11-24 02:08 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.230 s 0.061
2022-11-24 02:09 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.240 s -0.511
2022-11-24 02:09 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.746 s -0.837
2022-11-24 02:09 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.268 s -0.435