Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-16 01:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.475 s -1.740
2022-11-16 01:20 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.234 s -0.813
2022-11-16 01:21 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.243 s -0.769
2022-11-16 01:26 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.407 s -0.799
2022-11-16 01:21 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.861 s -1.330
2022-11-16 01:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.806 s -1.287
2022-11-16 01:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.546 s -0.757
2022-11-16 01:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.270 s -0.683
2022-11-16 01:21 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.382 s -1.315
2022-11-16 01:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.374 s 0.681
2022-11-16 01:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.324 s -0.166
2022-11-16 01:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.376 s -0.586
2022-11-16 01:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.335 s -0.398
2022-11-16 01:25 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.862 s -1.365
2022-11-16 01:21 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.347 s -0.828
2022-11-16 01:26 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.424 s -0.978
2022-11-16 01:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.279 s -0.792
2022-11-16 01:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.380 s -0.745
2022-11-16 01:20 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.311 s -1.012
2022-11-16 01:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.902 s 0.523
2022-11-16 01:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.414 s -0.901
2022-11-16 01:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.338 s -0.836
2022-11-16 01:34 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.234 s -0.269
2022-11-16 01:34 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.281 s 0.699
2022-11-16 01:34 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.728 s -0.724
2022-11-16 01:34 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.297 s -0.197
2022-11-16 01:35 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.241 s -0.012
2022-11-16 01:35 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.323 s -0.894
2022-11-16 01:36 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.450 s 0.007
2022-11-16 01:35 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.336 s 0.214
2022-11-16 01:40 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.560 s -0.134
2022-11-16 01:42 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.381 s 0.126
2022-11-16 01:40 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.238 s 0.956
2022-11-16 01:41 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.311 s -0.188
2022-11-16 01:40 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.301 s -0.109
2022-11-16 01:41 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.383 s -0.199
2022-11-16 01:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.883 s 1.441
2022-11-16 01:41 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.435 s -0.502
2022-11-16 01:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.225 s -0.556
2022-11-16 01:42 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.886 s -1.632
2022-11-16 01:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.196 s -0.460
2022-11-16 01:47 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.124 s -0.435
2022-11-16 01:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.265 s -0.231
2022-11-16 01:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.197 s -0.646
2022-11-16 01:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.317 s -1.057
2022-11-16 01:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.715 s -0.558
2022-11-16 01:52 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.507 s -0.970
2022-11-16 01:52 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.059 s -0.486
2022-11-16 01:52 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.334 s -0.278
2022-11-16 01:53 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.417 s -0.490
2022-11-16 01:53 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.337 s 0.049
2022-11-16 02:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.523 s 0.300
2022-11-16 01:53 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.460 s -0.261
2022-11-16 02:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.462 s -0.288
2022-11-16 01:53 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.432 s -1.448
2022-11-16 01:54 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.891 s -0.719
2022-11-16 01:59 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.373 s 0.338
2022-11-16 02:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.796 s 0.417
2022-11-16 02:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.398 s -0.091
2022-11-16 01:59 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.627 s -0.180
2022-11-16 02:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.347 s -0.004
2022-11-16 02:00 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.425 s 0.117
2022-11-16 01:58 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.058 s 0.843
2022-11-16 01:59 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.463 s 0.173
2022-11-16 01:59 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.515 s -0.150
2022-11-16 01:59 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.383 s 0.164
2022-11-16 02:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s -0.043
2022-11-16 02:12 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.351 s 0.161
2022-11-16 02:00 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.939 s -0.729
2022-11-16 02:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.051 s 0.219
2022-11-16 02:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.012 s -0.412
2022-11-16 02:13 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.474 s -0.004
2022-11-16 02:13 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.299 s -0.388
2022-11-16 02:13 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.368 s -0.144
2022-11-16 02:13 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.303 s 0.076
2022-11-16 02:13 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.413 s 0.311
2022-11-16 02:14 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.393 s -0.129
2022-11-16 02:14 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.862 s -0.324
2022-11-16 02:19 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.106 s 0.621
2022-11-16 02:21 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.084 s -0.172
2022-11-16 02:20 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.276 s -0.161
2022-11-16 02:19 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.248 s 0.009
2022-11-16 02:20 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.416 s -0.847
2022-11-16 02:20 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.076 s -2.061
2022-11-16 02:22 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.243 s -0.132
2022-11-16 02:22 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.370 s -0.267
2022-11-16 02:20 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.398 s -0.198
2022-11-16 02:19 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.161 s 0.651
2022-11-16 02:20 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.329 s -0.225
2022-11-16 02:22 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.696 s -0.258
2022-11-16 02:22 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.327 s -0.294
2022-11-16 02:23 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.503 s -0.578
2022-11-16 02:24 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.087 s -0.326
2022-11-16 02:23 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.651 s -0.380
2022-11-16 02:28 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.576 s 0.019
2022-11-16 02:33 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.248 s -0.193
2022-11-16 02:30 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.196 s -0.082
2022-11-16 02:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.640 s 0.222
2022-11-16 02:34 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.333 s -0.193
2022-11-16 02:40 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.651 s -1.306
2022-11-16 02:41 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.370 s -0.820
2022-11-16 02:30 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.222 s -0.296
2022-11-16 02:41 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.302 s -1.357
2022-11-16 02:35 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.550 s -0.100
2022-11-16 03:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.148 s 0.221
2022-11-16 02:30 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.296 s -0.164
2022-11-16 02:34 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.503 s -1.255
2022-11-16 02:41 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.248 s -0.439
2022-11-16 02:49 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.260 s -0.528
2022-11-16 02:30 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.399 s -0.204
2022-11-16 02:34 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.279 s 0.052
2022-11-16 02:46 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.076 s -0.432
2022-11-16 02:31 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.802 s -0.341
2022-11-16 02:31 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.540 s -0.421
2022-11-16 02:31 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.263 s -0.157
2022-11-16 02:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.529 s -0.513
2022-11-16 02:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.908 s -0.921
2022-11-16 02:55 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 30.983 s 2.089
2022-11-16 02:56 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.314 s -0.435
2022-11-16 02:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.410 s 0.381
2022-11-16 02:50 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.705 s 0.061
2022-11-16 02:45 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.827 s 0.217
2022-11-16 02:39 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.318 s -0.428
2022-11-16 02:41 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.318 s -0.417
2022-11-16 02:56 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.353 s -0.568
2022-11-16 02:46 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.308 s -0.128
2022-11-16 02:46 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.267 s -0.326
2022-11-16 02:57 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.759 s -0.603
2022-11-16 02:57 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.507 s 0.012
2022-11-16 02:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.494 s 0.101
2022-11-16 02:40 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.246 s -0.574
2022-11-16 02:46 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.388 s -0.854
2022-11-16 02:49 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.516 s -1.486
2022-11-16 02:49 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.343 s -0.465
2022-11-16 02:54 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.917 s -0.216
2022-11-16 03:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.494 s -0.011
2022-11-16 02:42 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.844 s -1.340
2022-11-16 02:46 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.237 s -0.319
2022-11-16 02:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.389 s 0.523
2022-11-16 02:49 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.268 s -0.527
2022-11-16 02:56 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s -0.677
2022-11-16 02:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.103 s 0.546
2022-11-16 02:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.322 s -0.632
2022-11-16 03:01 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.365 s 0.716
2022-11-16 02:56 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.256 s -0.185
2022-11-16 03:03 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.394 s -0.261
2022-11-16 03:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.308 s -0.371
2022-11-16 03:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.538 s -0.630
2022-11-16 03:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.341 s -0.004
2022-11-16 03:03 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.597 s -0.308
2022-11-16 03:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.404 s -0.335
2022-11-16 03:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.305 s 0.026
2022-11-16 03:02 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.174 s -1.012
2022-11-16 03:18 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.799 s -2.397
2022-11-16 03:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.357 s -0.085
2022-11-16 03:18 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.533 s -0.520
2022-11-16 03:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.041 s -0.198
2022-11-16 03:10 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.674 s -0.209
2022-11-16 03:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.543 s 0.236
2022-11-16 03:16 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.899 s 0.802
2022-11-16 03:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.311 s -0.347
2022-11-16 03:19 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.941 s 0.225
2022-11-16 03:20 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.989 s 0.310
2022-11-16 03:18 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.817 s 0.155
2022-11-16 03:18 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.432 s 0.262
2022-11-16 03:19 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.515 s 0.297
2022-11-16 03:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.763 s -0.232
2022-11-16 03:30 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.351 s -0.511
2022-11-16 03:32 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.095 s -0.573
2022-11-16 03:30 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.309 s -0.336
2022-11-16 03:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.230 s 0.120
2022-11-16 03:29 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.785 s 0.121
2022-11-16 03:30 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.265 s 0.164
2022-11-16 03:30 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.238 s -0.201
2022-11-16 03:30 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.716 s -0.133
2022-11-16 03:31 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.392 s -0.093