Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-10 18:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.784 s -1.006
2022-11-10 18:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.374 s -0.260
2022-11-10 18:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.411 s 0.041
2022-11-10 18:50 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.232 s -0.476
2022-11-10 18:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.323 s 3.490
2022-11-10 18:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.398 s -0.059
2022-11-10 18:59 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.363 s 0.896
2022-11-10 18:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.270 s 0.307
2022-11-10 18:50 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.235 s 0.029
2022-11-10 18:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.533 s 0.164
2022-11-10 18:50 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.308 s -0.830
2022-11-10 18:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.325 s 1.123
2022-11-10 18:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.407 s 0.355
2022-11-10 18:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.397 s 1.095
2022-11-10 18:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.261 s 0.488
2022-11-10 19:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.317 s -0.396
2022-11-10 18:51 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.372 s -0.686
2022-11-10 18:51 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.336 s 0.235
2022-11-10 19:04 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.231 s 0.449
2022-11-10 18:51 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.865 s -1.455
2022-11-10 18:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.314 s 1.135
2022-11-10 19:04 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.241 s 0.236
2022-11-10 18:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.892 s 1.524
2022-11-10 18:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.330 s -0.287
2022-11-10 19:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.335 s 0.469
2022-11-10 18:59 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.778 s -0.095
2022-11-10 19:03 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.268 s 1.526
2022-11-10 19:04 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.296 s -0.046
2022-11-10 19:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.451 s 0.062
2022-11-10 19:04 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.730 s -0.717
2022-11-10 19:10 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.243 s 0.754
2022-11-10 19:10 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.291 s 1.151
2022-11-10 19:10 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.538 s 1.134
2022-11-10 19:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.423 s 0.491
2022-11-10 19:10 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.375 s 0.556
2022-11-10 19:10 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.300 s 1.307
2022-11-10 19:11 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.368 s 1.725
2022-11-10 19:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.840 s 0.302
2022-11-10 19:17 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.263 s -0.051
2022-11-10 19:16 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.878 s 2.044
2022-11-10 19:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.190 s 0.491
2022-11-10 19:16 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.099 s -0.159
2022-11-10 19:17 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.303 s 0.018
2022-11-10 19:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.191 s 0.396
2022-11-10 19:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.694 s 0.245
2022-11-10 19:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.216 s 0.896
2022-11-10 19:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.460 s -0.031
2022-11-10 19:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.039 s -0.270
2022-11-10 19:21 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.484 s 1.687
2022-11-10 19:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.361 s 0.774
2022-11-10 19:23 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.885 s -0.461
2022-11-10 19:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.409 s 1.097
2022-11-10 19:22 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.452 s 0.247
2022-11-10 19:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.515 s 1.307
2022-11-10 19:29 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.418 s 1.178
2022-11-10 19:42 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.517 s -0.639
2022-11-10 19:22 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.409 s 0.099
2022-11-10 19:28 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.599 s 0.166
2022-11-10 19:29 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.463 s 0.371
2022-11-10 19:30 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.915 s 0.212
2022-11-10 19:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.004 s 0.014
2022-11-10 19:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.328 s 0.542
2022-11-10 19:35 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.355 s -0.595
2022-11-10 19:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.958 s -0.415
2022-11-10 19:28 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.388 s -0.804
2022-11-10 19:29 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.508 s 0.393
2022-11-10 19:41 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.353 s 0.265
2022-11-10 19:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.338 s 0.175
2022-11-10 19:34 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.787 s 1.356
2022-11-10 19:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.392 s 0.387
2022-11-10 19:43 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.419 s -0.016
2022-11-10 19:44 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.849 s 0.126
2022-11-10 19:28 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.069 s 0.420
2022-11-10 19:29 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.380 s 0.762
2022-11-10 19:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.244 s 0.730
2022-11-10 19:35 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.074 s -0.161
2022-11-10 19:35 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.310 s 0.888
2022-11-10 19:42 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.375 s -0.568
2022-11-10 19:49 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.330 s -0.234
2022-11-10 19:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.398 s 0.019
2022-11-10 19:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.652 s 1.038
2022-11-10 19:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.208 s -0.413
2022-11-10 19:42 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.292 s 0.677
2022-11-10 19:43 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.387 s 0.666
2022-11-10 19:43 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.298 s 0.837
2022-11-10 19:48 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.171 s 0.134
2022-11-10 19:49 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.415 s -0.800
2022-11-10 19:51 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.319 s 0.286
2022-11-10 19:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.058 s 1.143
2022-11-10 19:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.499 s -0.259
2022-11-10 19:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.215 s 0.575
2022-11-10 20:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.253 s 0.157
2022-11-10 20:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.358 s 1.417
2022-11-10 19:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.089 s -0.495
2022-11-10 19:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.271 s 0.671
2022-11-10 20:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.389 s 1.174
2022-11-10 20:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.789 s 1.061
2022-11-10 20:01 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.569 s 1.827
2022-11-10 20:03 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.334 s -0.230
2022-11-10 19:51 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.240 s 0.320
2022-11-10 20:11 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.288 s 0.711
2022-11-10 19:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.548 s 0.843
2022-11-10 20:03 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.275 s 0.867
2022-11-10 20:03 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.245 s 0.313
2022-11-10 19:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.297 s -0.194
2022-11-10 20:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.527 s 0.420
2022-11-10 19:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.641 s 0.643
2022-11-10 19:59 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.150 s 0.216
2022-11-10 20:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.535 s 1.485
2022-11-10 20:14 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.815 s 0.998
2022-11-10 20:15 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.310 s -0.274
2022-11-10 20:25 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.348 s -0.127
2022-11-10 20:25 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.574 s -1.909
2022-11-10 20:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.502 s 1.094
2022-11-10 20:10 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.355 s 0.326
2022-11-10 20:03 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.482 s -0.241
2022-11-10 20:10 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.238 s 0.862
2022-11-10 20:10 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.308 s 0.434
2022-11-10 20:15 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s 0.160
2022-11-10 20:26 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.482 s 2.020
2022-11-10 20:09 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.539 s 0.142
2022-11-10 20:16 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.383 s -0.449
2022-11-10 20:26 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.741 s 0.362
2022-11-10 20:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.105 s 0.735
2022-11-10 20:32 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.591 s -0.069
2022-11-10 20:08 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.337 s -0.689
2022-11-10 20:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.262 s 0.312
2022-11-10 20:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.051 s -0.199
2022-11-10 20:15 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.264 s 0.202
2022-11-10 20:10 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.243 s 0.441
2022-11-10 20:11 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.803 s -0.000
2022-11-10 20:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.700 s 0.130
2022-11-10 20:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.324 s -0.750
2022-11-10 20:16 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.389 s 0.922
2022-11-10 20:32 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.487 s 0.502
2022-11-10 20:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.256 s 0.130
2022-11-10 20:16 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.879 s -0.135
2022-11-10 20:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.473 s 0.816
2022-11-10 20:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.349 s -0.850
2022-11-10 20:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.500 s -0.853
2022-11-10 20:23 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.910 s 0.736
2022-11-10 20:31 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.169 s -0.729
2022-11-10 20:32 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.303 s 0.169
2022-11-10 20:33 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.024 s 0.309
2022-11-10 20:39 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.603 s 0.381
2022-11-10 20:25 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.230 s 0.544
2022-11-10 20:25 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.251 s 0.628
2022-11-10 20:33 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.131 s 0.875
2022-11-10 20:25 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.309 s 0.033
2022-11-10 20:37 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.390 s 1.516
2022-11-10 20:32 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.389 s 0.065
2022-11-10 20:31 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.277 s 2.408
2022-11-10 20:39 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.300 s 0.718
2022-11-10 20:39 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.397 s 0.154
2022-11-10 20:39 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.302 s 0.815
2022-11-10 20:40 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.526 s -0.022
2022-11-10 20:40 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.360 s -1.252
2022-11-10 20:40 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.349 s 0.997
2022-11-10 20:45 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.897 s 1.185
2022-11-10 20:47 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.421 s 1.429
2022-11-10 20:49 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.963 s 0.807
2022-11-10 20:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.269 s -0.201
2022-11-10 21:01 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.058 s 0.874
2022-11-10 20:47 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.795 s 1.468
2022-11-10 20:58 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.304 s 0.049
2022-11-10 20:58 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.296 s 1.220
2022-11-10 20:55 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 37.850 s 1.819
2022-11-10 20:47 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.931 s 0.532
2022-11-10 20:47 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.521 s 0.411
2022-11-10 20:59 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.346 s -0.077
2022-11-10 21:00 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.386 s 0.869
2022-11-10 20:58 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.226 s 1.042
2022-11-10 20:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.237 s 0.047
2022-11-10 20:47 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.563 s -0.437
2022-11-10 20:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.402 s 1.690
2022-11-10 20:59 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.725 s -0.360