Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-14 08:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.269 s 0.298
2022-11-14 08:33 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.325 s 0.960
2022-11-14 08:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.458 s 0.613
2022-11-14 08:31 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.219 s 0.512
2022-11-14 08:33 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.776 s 0.610
2022-11-14 08:42 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.327 s 2.493
2022-11-14 08:31 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.286 s 0.430
2022-11-14 08:32 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.351 s 0.326
2022-11-14 08:32 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.227 s 0.568
2022-11-14 08:44 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.322 s 0.149
2022-11-14 08:44 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.398 s -0.170
2022-11-14 08:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.407 s 0.227
2022-11-14 08:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.330 s 0.326
2022-11-14 08:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.401 s 0.532
2022-11-14 08:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.523 s 0.633
2022-11-14 08:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.905 s 0.406
2022-11-14 08:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.405 s 0.372
2022-11-14 08:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.262 s 0.310
2022-11-14 08:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.322 s 0.152
2022-11-14 08:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.363 s 0.295
2022-11-14 08:48 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.786 s -0.475
2022-11-14 08:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.365 s 0.493
2022-11-14 08:54 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.354 s 0.611
2022-11-14 08:53 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.269 s 1.175
2022-11-14 08:54 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.243 s -0.217
2022-11-14 08:54 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.233 s -0.092
2022-11-14 08:54 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.312 s -0.119
2022-11-14 08:54 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.297 s -0.222
2022-11-14 08:55 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.336 s 0.195
2022-11-14 08:55 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.443 s 0.311
2022-11-14 08:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.232 s 1.202
2022-11-14 09:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.386 s -0.412
2022-11-14 09:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.299 s 0.095
2022-11-14 09:00 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.563 s -0.148
2022-11-14 09:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.433 s -0.341
2022-11-14 09:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.841 s 0.150
2022-11-14 09:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.307 s 0.228
2022-11-14 09:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.383 s 0.035
2022-11-14 09:05 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.886 s 1.208
2022-11-14 09:17 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.059 s 0.754
2022-11-14 09:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.351 s -0.327
2022-11-14 09:06 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.262 s -0.092
2022-11-14 09:07 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.305 s -0.209
2022-11-14 09:07 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.220 s 0.093
2022-11-14 09:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.454 s 0.041
2022-11-14 09:13 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.871 s -0.020
2022-11-14 09:18 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.377 s 0.094
2022-11-14 09:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.331 s 0.119
2022-11-14 09:18 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.473 s -0.388
2022-11-14 09:33 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.422 s -0.317
2022-11-14 09:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.665 s 0.612
2022-11-14 09:07 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.193 s 0.014
2022-11-14 09:19 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.513 s -0.082
2022-11-14 09:24 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.800 s 0.204
2022-11-14 09:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.324 s -0.724
2022-11-14 09:18 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.653 s -0.558
2022-11-14 09:19 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.923 s -0.187
2022-11-14 09:06 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.192 s 0.059
2022-11-14 09:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.407 s 0.139
2022-11-14 09:11 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.036 s -0.227
2022-11-14 09:06 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.104 s -0.177
2022-11-14 09:11 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.484 s 1.451
2022-11-14 09:32 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.369 s -0.210
2022-11-14 09:32 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s 0.249
2022-11-14 09:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.408 s -0.468
2022-11-14 09:07 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.745 s -1.771
2022-11-14 09:19 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.426 s 0.169
2022-11-14 09:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.519 s 0.685
2022-11-14 09:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.336 s 0.230
2022-11-14 09:18 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.381 s 0.383
2022-11-14 09:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.418 s 0.011
2022-11-14 09:33 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.390 s 0.186
2022-11-14 09:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.243 s -0.163
2022-11-14 09:47 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.567 s 0.300
2022-11-14 09:49 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.218 s 0.135
2022-11-14 09:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.463 s -0.340
2022-11-14 09:31 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.340 s 0.739
2022-11-14 09:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.273 s 0.240
2022-11-14 09:26 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.008 s -0.253
2022-11-14 09:50 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.798 s 0.147
2022-11-14 09:25 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.078 s -0.222
2022-11-14 09:41 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.328 s -0.411
2022-11-14 09:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.886 s 0.660
2022-11-14 09:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.499 s -0.385
2022-11-14 09:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.410 s -0.841
2022-11-14 09:38 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.168 s 0.223
2022-11-14 10:29 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.405 s -0.470
2022-11-14 10:16 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.497 s 0.702
2022-11-14 10:21 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.304 s 0.053
2022-11-14 09:32 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.494 s -0.357
2022-11-14 10:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.097 s 0.876
2022-11-14 10:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.258 s -0.219
2022-11-14 09:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.328 s -0.171
2022-11-14 09:50 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.537 s -0.339
2022-11-14 09:52 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.409 s 0.421
2022-11-14 10:05 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.037 s -0.008
2022-11-14 10:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.379 s -0.191
2022-11-14 10:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.484 s -0.151
2022-11-14 10:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.478 s 0.597
2022-11-14 10:13 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.920 s -0.343
2022-11-14 09:38 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.271 s -0.939
2022-11-14 09:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.084 s -0.098
2022-11-14 10:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.266 s -0.129
2022-11-14 10:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.428 s 0.597
2022-11-14 09:32 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.302 s 0.153
2022-11-14 09:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.075 s 0.156
2022-11-14 09:33 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.847 s 0.095
2022-11-14 09:49 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.314 s -1.891
2022-11-14 09:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.516 s 0.218
2022-11-14 10:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.310 s -0.275
2022-11-14 10:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.393 s -0.225
2022-11-14 10:30 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.358 s -0.069
2022-11-14 10:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.953 s -0.334
2022-11-14 10:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.267 s -0.036
2022-11-14 09:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.249 s -0.107
2022-11-14 09:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.389 s 0.760
2022-11-14 09:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.368 s -0.043
2022-11-14 09:53 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.332 s -0.217
2022-11-14 09:53 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.486 s -0.521
2022-11-14 10:04 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.812 s 1.070
2022-11-14 09:51 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.638 s 0.336
2022-11-14 09:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.546 s 0.301
2022-11-14 10:16 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.741 s 0.205
2022-11-14 10:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.158 s -0.298
2022-11-14 10:06 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.386 s 0.903
2022-11-14 10:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.266 s -0.271
2022-11-14 10:30 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.544 s -0.929
2022-11-14 10:30 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.359 s -1.180
2022-11-14 09:59 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.243 s -0.071
2022-11-14 10:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.251 s -0.763
2022-11-14 10:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.294 s -0.177
2022-11-14 10:06 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.881 s -0.266
2022-11-14 10:14 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.257 s 0.198
2022-11-14 10:15 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.315 s -0.484
2022-11-14 09:50 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.396 s 0.179
2022-11-14 09:53 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.280 s 0.045
2022-11-14 09:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.612 s -0.831
2022-11-14 10:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.793 s 0.247
2022-11-14 09:49 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.294 s -0.136
2022-11-14 09:50 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.261 s -0.190
2022-11-14 09:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.645 s 0.136
2022-11-14 10:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.236 s -0.165
2022-11-14 10:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.318 s -0.158
2022-11-14 10:15 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.231 s 0.263
2022-11-14 10:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.152 s 0.171
2022-11-14 10:27 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.501 s 0.634
2022-11-14 10:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.445 s 0.819
2022-11-14 09:53 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.246 s 0.040
2022-11-14 10:15 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.251 s 0.379
2022-11-14 10:29 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.310 s -0.261
2022-11-14 10:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.237 s -0.001
2022-11-14 10:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.340 s -0.293
2022-11-14 10:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.230 s 0.185
2022-11-14 09:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.294 s 0.213
2022-11-14 10:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.365 s -0.547
2022-11-14 10:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.374 s 0.788
2022-11-14 10:37 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.528 s -0.156
2022-11-14 10:39 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.992 s 0.162
2022-11-14 10:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.725 s -0.475
2022-11-14 10:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.314 s -0.103
2022-11-14 10:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.490 s 0.220
2022-11-14 10:51 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.084 s -0.300
2022-11-14 10:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.806 s 0.714
2022-11-14 10:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.696 s 0.345
2022-11-14 10:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.592 s -0.206
2022-11-14 10:29 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.308 s -0.328
2022-11-14 10:38 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.480 s 0.676
2022-11-14 10:15 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.346 s -0.097
2022-11-14 10:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.025 s 0.274
2022-11-14 10:35 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.901 s 0.602
2022-11-14 10:45 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.109 s 1.147
2022-11-14 10:29 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.653 s -0.000
2022-11-14 10:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.348 s -0.355
2022-11-14 10:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.525 s -0.014
2022-11-14 10:48 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.311 s -0.503
2022-11-14 10:50 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.388 s 0.537