Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-22 11:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.910 s -0.199
2022-11-22 11:53 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.720 s -0.692
2022-11-22 11:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.382 s -1.231
2022-11-22 11:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.422 s -0.751
2022-11-22 12:06 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.195 s -0.319
2022-11-22 11:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.332 s -0.088
2022-11-22 11:45 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.875 s -1.343
2022-11-22 11:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.797 s -0.672
2022-11-22 11:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.324 s -0.193
2022-11-22 12:07 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.222 s -0.173
2022-11-22 11:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.858 s -1.181
2022-11-22 12:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.297 s 0.174
2022-11-22 12:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.386 s -0.403
2022-11-22 11:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.406 s -0.145
2022-11-22 11:48 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.380 s -0.714
2022-11-22 11:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.240 s -0.694
2022-11-22 12:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.852 s -0.011
2022-11-22 11:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.316 s -1.238
2022-11-22 11:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.447 s -0.597
2022-11-22 11:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.337 s -0.773
2022-11-22 11:54 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.315 s -0.317
2022-11-22 11:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.547 s -0.673
2022-11-22 11:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.266 s -0.308
2022-11-22 11:55 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.338 s -0.102
2022-11-22 12:11 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.493 s 0.638
2022-11-22 12:11 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.034 s 0.312
2022-11-22 13:05 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.056 s 0.230
2022-11-22 11:44 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.373 s 0.768
2022-11-22 11:53 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.313 s -0.919
2022-11-22 11:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.344 s -0.772
2022-11-22 11:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.259 s -0.240
2022-11-22 12:00 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.552 s 0.291
2022-11-22 12:07 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.194 s -0.211
2022-11-22 11:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.411 s -0.915
2022-11-22 12:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.304 s 0.511
2022-11-22 11:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.274 s -0.316
2022-11-22 11:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.376 s -0.728
2022-11-22 12:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.333 s 0.388
2022-11-22 12:06 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.266 s -0.261
2022-11-22 12:19 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.378 s 0.420
2022-11-22 12:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.309 s 0.645
2022-11-22 12:18 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.371 s 0.339
2022-11-22 12:24 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.796 s 0.252
2022-11-22 11:54 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.234 s -0.403
2022-11-22 11:55 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.462 s -0.644
2022-11-22 12:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.436 s -0.388
2022-11-22 12:05 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.897 s 0.114
2022-11-22 12:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.459 s 0.007
2022-11-22 11:54 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.240 s 0.203
2022-11-22 12:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.411 s -0.022
2022-11-22 12:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.415 s 0.255
2022-11-22 12:26 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.015 s -0.429
2022-11-22 12:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.248 s -0.189
2022-11-22 12:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.363 s 0.600
2022-11-22 11:54 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.301 s -0.511
2022-11-22 12:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.378 s 0.528
2022-11-22 12:06 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.062 s 1.477
2022-11-22 12:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.093 s -0.395
2022-11-22 12:50 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.800 s -0.096
2022-11-22 12:13 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.890 s -0.615
2022-11-22 12:19 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.418 s 0.633
2022-11-22 12:32 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.301 s 0.212
2022-11-22 12:33 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.388 s 0.252
2022-11-22 12:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.016 s -0.924
2022-11-22 12:19 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.513 s 0.041
2022-11-22 12:20 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.927 s -0.091
2022-11-22 12:18 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.620 s 0.317
2022-11-22 12:59 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.241 s 0.272
2022-11-22 12:38 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.074 s 1.378
2022-11-22 12:49 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.298 s -0.339
2022-11-22 12:52 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.411 s 0.436
2022-11-22 13:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.260 s -0.580
2022-11-22 12:07 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.308 s -0.334
2022-11-22 12:07 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.709 s -0.211
2022-11-22 12:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.326 s 0.542
2022-11-22 12:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.452 s 0.306
2022-11-22 12:17 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.076 s -0.237
2022-11-22 12:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.331 s -0.328
2022-11-22 12:41 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.330 s -0.478
2022-11-22 12:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.500 s -0.391
2022-11-22 12:47 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.563 s 0.540
2022-11-22 13:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.317 s -0.299
2022-11-22 13:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.513 s -1.042
2022-11-22 12:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.271 s 0.389
2022-11-22 12:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.241 s 0.173
2022-11-22 12:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.649 s -0.105
2022-11-22 13:15 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.351 s -0.380
2022-11-22 12:25 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.064 s 0.431
2022-11-22 12:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.052 s 1.282
2022-11-22 13:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.143 s 0.383
2022-11-22 12:18 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.468 s -0.099
2022-11-22 12:32 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.367 s -0.020
2022-11-22 12:50 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.269 s -0.212
2022-11-22 13:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.242 s 0.381
2022-11-22 13:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.268 s -0.558
2022-11-22 12:32 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.454 s 1.007
2022-11-22 12:33 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.874 s -0.598
2022-11-22 12:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.395 s 0.084
2022-11-22 12:51 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.620 s 0.628
2022-11-22 12:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.539 s -0.844
2022-11-22 13:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s -0.050
2022-11-22 13:13 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.912 s 0.342
2022-11-22 13:14 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.269 s 0.557
2022-11-22 13:29 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.305 s 0.281
2022-11-22 12:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.342 s 0.298
2022-11-22 12:31 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.338 s 0.712
2022-11-22 12:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.413 s -0.614
2022-11-22 12:50 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.393 s 0.484
2022-11-22 12:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.542 s 0.665
2022-11-22 13:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.342 s -0.339
2022-11-22 12:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.400 s -0.150
2022-11-22 12:33 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.422 s -0.204
2022-11-22 12:53 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.487 s -0.337
2022-11-22 12:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.243 s 1.445
2022-11-22 13:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.821 s -0.434
2022-11-22 12:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.518 s 0.662
2022-11-22 12:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.689 s 0.118
2022-11-22 12:53 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.283 s -0.496
2022-11-22 13:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.381 s -0.238
2022-11-22 13:06 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.899 s -0.591
2022-11-22 13:15 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.254 s -0.043
2022-11-22 12:32 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.187
2022-11-22 12:38 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.172 s -0.163
2022-11-22 12:49 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.219 s -0.055
2022-11-22 13:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.470 s 0.704
2022-11-22 12:49 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.299 s -0.826
2022-11-22 13:04 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.837 s -0.460
2022-11-22 13:15 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.318 s -0.637
2022-11-22 13:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.493 s 0.176
2022-11-22 13:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.041 s -0.029
2022-11-22 13:29 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.667 s 0.049
2022-11-22 12:50 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.535 s -0.043
2022-11-22 12:53 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.338 s -0.480
2022-11-22 13:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.319 s -0.252
2022-11-22 12:53 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.248 s -0.132
2022-11-22 13:16 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.508 s -0.009
2022-11-22 12:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.608 s -0.177
2022-11-22 13:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.360 s -0.063
2022-11-22 13:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.290 s 0.284
2022-11-22 13:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.310 s -0.278
2022-11-22 13:15 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.235 s -0.275
2022-11-22 13:30 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.532 s -0.157
2022-11-22 13:06 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.386 s 0.506
2022-11-22 13:16 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.757 s -0.363
2022-11-22 13:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.263 s 0.076
2022-11-22 13:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.096 s 0.666
2022-11-22 13:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.313 s 1.287
2022-11-22 13:29 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.301 s 0.415
2022-11-22 13:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.713 s 0.034
2022-11-22 13:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.599 s -0.210
2022-11-22 13:27 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.529 s 0.197
2022-11-22 13:30 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.360 s -0.579
2022-11-22 13:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.171 s -0.455
2022-11-22 13:30 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.366 s -1.240
2022-11-22 13:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.307 s 0.112
2022-11-22 13:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.396 s -0.263
2022-11-22 13:29 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.403 s -0.162
2022-11-22 13:35 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.912 s -0.581
2022-11-22 13:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.434 s -0.097
2022-11-22 13:37 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.736 s -1.795
2022-11-22 13:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.799 s 1.052
2022-11-22 13:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.527 s 0.006
2022-11-22 13:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.961 s -0.362
2022-11-22 13:38 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.526 s 0.195
2022-11-22 13:39 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.049 s -0.585
2022-11-22 13:45 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.426 s 0.349
2022-11-22 13:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.350 s -0.362
2022-11-22 13:50 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.393 s -0.176
2022-11-22 13:51 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.099 s -0.452
2022-11-22 13:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.310 s -0.399
2022-11-22 13:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.268 s -0.361
2022-11-22 13:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.741 s -0.741
2022-11-22 13:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.658 s 0.454
2022-11-22 13:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.232 s -0.306
2022-11-22 13:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.238 s -0.330