Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-16 20:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.400 s 0.649
2022-11-16 20:39 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.313 s 0.833
2022-11-16 20:25 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.792 s 0.418
2022-11-16 20:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.321 s 0.196
2022-11-16 20:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.329 s 0.376
2022-11-16 20:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.261 s 0.354
2022-11-16 20:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.220 s 0.517
2022-11-16 20:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.389 s 0.552
2022-11-16 20:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.365 s 0.615
2022-11-16 20:45 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.324 s 0.876
2022-11-16 20:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.331 s 0.577
2022-11-16 20:39 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.270 s 0.277
2022-11-16 20:40 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.758 s 0.807
2022-11-16 20:58 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.192 s 0.155
2022-11-16 20:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.399 s -0.308
2022-11-16 20:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.228 s 0.562
2022-11-16 20:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.532 s 0.199
2022-11-16 20:46 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.240 s 0.231
2022-11-16 20:57 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.884 s 1.277
2022-11-16 20:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.289 s 0.394
2022-11-16 20:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.402 s 0.703
2022-11-16 20:24 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.359 s 0.012
2022-11-16 20:36 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.469 s 0.745
2022-11-16 20:38 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.400 s 0.761
2022-11-16 20:53 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.843 s 0.247
2022-11-16 20:46 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.296 s -0.143
2022-11-16 20:58 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.191 s 0.343
2022-11-16 20:46 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.337 s 0.045
2022-11-16 20:52 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.432 s -0.210
2022-11-16 20:38 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.900 s 0.709
2022-11-16 21:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.336 s 0.095
2022-11-16 21:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.417 s 0.104
2022-11-16 21:10 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.698 s -1.386
2022-11-16 20:51 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.541 s 0.829
2022-11-16 21:11 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.921 s 0.057
2022-11-16 20:44 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.264 s 1.501
2022-11-16 20:51 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.235 s 1.070
2022-11-16 20:51 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.298 s 0.140
2022-11-16 20:58 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.301 s 0.154
2022-11-16 20:47 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.446 s 0.205
2022-11-16 21:03 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.034 s 0.088
2022-11-16 21:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.415 s -0.358
2022-11-16 20:39 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.357 s 0.759
2022-11-16 20:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.230 s 0.268
2022-11-16 20:52 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.307 s 0.167
2022-11-16 20:53 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.381 s 0.154
2022-11-16 20:59 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.223 s -0.321
2022-11-16 21:10 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.462 s 0.278
2022-11-16 21:09 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.060 s 0.663
2022-11-16 21:11 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.423 s 0.257
2022-11-16 20:46 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.307 s 0.265
2022-11-16 20:52 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.376 s 0.339
2022-11-16 21:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.331 s 0.077
2022-11-16 21:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.456 s -0.054
2022-11-16 21:10 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.371 s 0.503
2022-11-16 20:58 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.263 s -0.061
2022-11-16 20:59 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.707 s -0.171
2022-11-16 21:03 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.501 s -0.133
2022-11-16 21:05 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.870 s 0.165
2022-11-16 20:58 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.085 s 0.333
2022-11-16 21:16 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.316 s -0.006
2022-11-16 21:10 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.381 s 0.321
2022-11-16 21:31 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.273 s 0.193
2022-11-16 21:42 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.799 s 0.007
2022-11-16 21:16 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.058 s 0.221
2022-11-16 21:10 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.510 s 0.197
2022-11-16 21:33 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.241 s 0.189
2022-11-16 21:17 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.459 s -0.075
2022-11-16 21:17 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.342 s 0.408
2022-11-16 21:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.327 s -0.021
2022-11-16 21:39 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.564 s 0.446
2022-11-16 21:18 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.002 s 0.041
2022-11-16 21:23 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.466 s 0.219
2022-11-16 21:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.250 s -0.332
2022-11-16 21:16 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.795 s 0.443
2022-11-16 21:30 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.330 s -1.604
2022-11-16 21:17 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.397 s -0.002
2022-11-16 21:34 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.646 s 0.139
2022-11-16 21:24 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.370 s -0.326
2022-11-16 21:24 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.411 s 0.391
2022-11-16 21:18 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.520 s 0.531
2022-11-16 21:25 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.388 s 0.312
2022-11-16 21:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.491 s 0.119
2022-11-16 21:24 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.301 s 0.306
2022-11-16 21:33 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.365 s 0.294
2022-11-16 21:41 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.397 s 0.034
2022-11-16 21:24 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.295 s 0.054
2022-11-16 21:31 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.397 s 0.312
2022-11-16 21:23 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.347 s 0.326
2022-11-16 21:31 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.919 s 0.352
2022-11-16 21:33 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.702 s -0.451
2022-11-16 21:41 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.531 s 0.111
2022-11-16 21:25 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.852 s 0.093
2022-11-16 21:29 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.155 s 0.901
2022-11-16 21:32 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.081 s -0.031
2022-11-16 21:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.322 s 0.052
2022-11-16 21:34 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.068 s 0.686
2022-11-16 21:31 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.392 s 0.464
2022-11-16 21:42 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.266 s -0.170
2022-11-16 21:41 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.330 s -1.503
2022-11-16 21:41 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.222 s -0.329
2022-11-16 21:41 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.294 s -0.021
2022-11-16 21:43 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.605 s 1.006
2022-11-16 21:44 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.249 s -0.386
2022-11-16 21:44 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.398 s 0.665
2022-11-16 21:44 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.334 s -0.277
2022-11-16 21:45 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.492 s -0.645
2022-11-16 21:44 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.285 s -0.651
2022-11-16 21:45 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.544 s 0.454
2022-11-16 21:45 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.526 s -0.273
2022-11-16 21:49 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.288 s 0.347
2022-11-16 21:51 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.314 s -0.057
2022-11-16 21:51 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.640 s -1.031
2022-11-16 21:51 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.243 s -0.008
2022-11-16 21:52 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.246 s -0.087
2022-11-16 21:52 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.293 s 0.005
2022-11-16 21:52 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.360 s -0.131
2022-11-16 21:52 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.788 s 0.577
2022-11-16 21:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.801 s 1.539
2022-11-16 21:58 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.896 s -0.565
2022-11-16 22:00 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.317 s 0.070
2022-11-16 21:56 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.021 s 0.567
2022-11-16 21:57 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.307 s -0.060
2022-11-16 21:57 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.264 s 0.013
2022-11-16 22:01 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.744 s -1.590
2022-11-16 22:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.729 s 0.827
2022-11-16 21:57 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.390 s 0.358
2022-11-16 22:00 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.473 s 0.531
2022-11-16 22:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.922 s -0.647
2022-11-16 22:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.312 s -0.257
2022-11-16 22:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.255 s -0.118
2022-11-16 21:57 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.378 s -0.116
2022-11-16 22:00 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.335 s 0.195
2022-11-16 21:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.490 s 0.246
2022-11-16 21:59 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.255 s 0.191
2022-11-16 22:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.506 s 0.073
2022-11-16 22:13 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.394 s -0.194
2022-11-16 21:57 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s -0.045
2022-11-16 22:00 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.262 s 0.215
2022-11-16 21:58 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.091 s 0.981
2022-11-16 22:13 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.162 s -0.270
2022-11-16 22:14 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.591 s 0.071
2022-11-16 22:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.443 s -0.741
2022-11-16 22:12 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.397 s 0.235
2022-11-16 22:14 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.496 s -0.159
2022-11-16 22:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.233 s -0.047
2022-11-16 22:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.345 s 0.061
2022-11-16 22:13 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.307 s -0.039
2022-11-16 22:14 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.136 s 0.582
2022-11-16 22:15 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.034 s 0.025
2022-11-16 22:21 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.305 s 0.272
2022-11-16 22:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.904 s 0.262
2022-11-16 22:29 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.818 s 0.087
2022-11-16 22:21 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.400 s 0.003
2022-11-16 22:21 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.528 s -0.065
2022-11-16 22:22 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.333 s 0.591
2022-11-16 22:19 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.470 s 0.722
2022-11-16 22:21 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.302 s 0.353
2022-11-16 22:20 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.661 s -0.046
2022-11-16 22:28 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.459 s 0.644
2022-11-16 22:29 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.525 s 0.059
2022-11-16 22:22 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.354 s 0.344
2022-11-16 22:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.443 s -0.688
2022-11-16 22:29 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.947 s 0.001
2022-11-16 22:30 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.506 s 0.406
2022-11-16 22:30 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.998 s 0.156
2022-11-16 22:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.482 s 0.313
2022-11-16 22:40 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.305 s -0.070
2022-11-16 22:41 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.346 s -0.148
2022-11-16 22:42 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.393 s -0.141
2022-11-16 22:40 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.236 s 0.039
2022-11-16 22:40 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.229 s 0.297
2022-11-16 22:40 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.772 s 0.116
2022-11-16 22:43 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.079 s 0.190
2022-11-16 22:41 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.265 s 0.052
2022-11-16 22:41 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.724 s -0.298