Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-16 12:07 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.372 s -0.171
2022-11-16 12:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.542 s -0.409
2022-11-16 12:07 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.378 s -0.582
2022-11-16 12:08 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.778 s -0.019
2022-11-16 11:59 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.374 s -0.822
2022-11-16 12:00 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.845 s -0.836
2022-11-16 12:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.405 s 0.108
2022-11-16 12:00 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.344 s -0.506
2022-11-16 11:59 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.237 s -0.187
2022-11-16 12:03 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.375 s 0.632
2022-11-16 12:04 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.905 s -1.465
2022-11-16 11:59 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.229 s -0.332
2022-11-16 12:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.418 s -0.431
2022-11-16 12:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.867 s 0.230
2022-11-16 12:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.904 s 0.411
2022-11-16 12:25 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.095 s 0.100
2022-11-16 12:13 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.293 s 0.080
2022-11-16 12:07 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.276 s -0.388
2022-11-16 11:59 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.307 s -0.693
2022-11-16 12:13 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.230 s 0.291
2022-11-16 12:20 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.850 s -0.037
2022-11-16 12:04 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.324 s -0.124
2022-11-16 12:13 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.716 s -0.749
2022-11-16 12:24 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.893 s 0.596
2022-11-16 12:13 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.307 s 0.216
2022-11-16 12:19 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.376 s 0.353
2022-11-16 12:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.467 s -1.351
2022-11-16 12:19 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.424 s 0.341
2022-11-16 12:26 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.192 s 0.259
2022-11-16 12:04 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.403 s -0.468
2022-11-16 12:04 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.332 s 0.010
2022-11-16 12:06 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.334 s -0.524
2022-11-16 12:14 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.335 s 0.254
2022-11-16 12:19 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.304 s 0.607
2022-11-16 12:25 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.192 s 0.141
2022-11-16 12:06 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.266 s -0.153
2022-11-16 12:12 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.268 s 1.313
2022-11-16 12:25 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.261 s 0.059
2022-11-16 12:13 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.239 s 0.319
2022-11-16 12:31 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.452 s 0.216
2022-11-16 12:44 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.394 s 0.161
2022-11-16 12:19 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.295 s 0.557
2022-11-16 12:26 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.304 s -0.059
2022-11-16 12:31 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.405 s 0.337
2022-11-16 12:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.851 s 0.117
2022-11-16 12:58 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.246 s 0.148
2022-11-16 12:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.376 s 0.742
2022-11-16 12:19 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.550 s 0.377
2022-11-16 12:26 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.220 s 0.240
2022-11-16 12:30 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.502 s -0.333
2022-11-16 12:14 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.454 s -0.246
2022-11-16 12:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.462 s 0.298
2022-11-16 13:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.693 s -0.154
2022-11-16 12:18 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.226 s 1.602
2022-11-16 12:37 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.368 s 0.814
2022-11-16 12:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.375 s 0.874
2022-11-16 12:26 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.706 s -0.167
2022-11-16 12:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.419 s 0.689
2022-11-16 12:38 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.506 s 0.424
2022-11-16 12:51 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.291 s 0.506
2022-11-16 12:57 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.249 s -0.786
2022-11-16 12:36 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.054 s 1.022
2022-11-16 12:45 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.002 s 0.023
2022-11-16 12:58 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.391 s 0.531
2022-11-16 12:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.074 s 0.307
2022-11-16 13:00 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.240 s 0.229
2022-11-16 12:31 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.333 s 0.412
2022-11-16 12:44 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.340 s 0.680
2022-11-16 12:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.383 s 0.774
2022-11-16 12:58 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.329 s -0.190
2022-11-16 12:58 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.276 s -0.214
2022-11-16 13:01 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.649 s -0.122
2022-11-16 12:30 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.036 s 0.017
2022-11-16 12:44 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.458 s 0.028
2022-11-16 12:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.363 s 0.238
2022-11-16 12:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.411 s 0.396
2022-11-16 12:57 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.149 s 1.392
2022-11-16 12:31 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.325 s 0.736
2022-11-16 12:43 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.793 s 0.676
2022-11-16 12:37 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.596 s 0.404
2022-11-16 12:38 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.911 s 0.396
2022-11-16 12:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.413 s 0.492
2022-11-16 12:45 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.522 s 0.331
2022-11-16 12:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.450 s 0.466
2022-11-16 12:44 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.311 s 0.545
2022-11-16 12:51 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.300 s 0.405
2022-11-16 13:02 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.095 s -0.751
2022-11-16 12:44 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.070 s -0.016
2022-11-16 13:00 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.368 s -0.067
2022-11-16 12:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.340 s 0.693
2022-11-16 12:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.957 s -0.179
2022-11-16 12:58 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.400 s 0.099
2022-11-16 13:00 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.325 s -0.168
2022-11-16 13:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.498 s -0.303
2022-11-16 13:06 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.566 s 0.364
2022-11-16 13:09 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.795 s 0.312
2022-11-16 13:08 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.268 s -0.853
2022-11-16 13:08 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.217 s 0.267
2022-11-16 13:08 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.293 s 0.011
2022-11-16 13:09 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.391 s 0.774
2022-11-16 13:09 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.266 s -0.200
2022-11-16 13:09 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.529 s 0.247
2022-11-16 13:12 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.486 s -0.401
2022-11-16 13:10 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.620 s 0.679
2022-11-16 13:12 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.332 s -0.119
2022-11-16 13:13 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.519 s 0.162
2022-11-16 13:12 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.249 s -0.332
2022-11-16 13:12 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.284 s -0.517
2022-11-16 13:11 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.434 s -0.085
2022-11-16 13:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.546 s 0.246
2022-11-16 13:17 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.302 s -0.057
2022-11-16 13:19 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.243 s 0.377
2022-11-16 13:18 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.542 s 0.440
2022-11-16 13:18 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.239 s 0.575
2022-11-16 13:19 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.312 s 0.087
2022-11-16 13:19 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.353 s 0.369
2022-11-16 13:20 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.803 s 0.097
2022-11-16 13:34 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.231 s 0.321
2022-11-16 13:19 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.289 s 0.555
2022-11-16 13:28 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.313 s 0.537
2022-11-16 13:32 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.906 s 0.955
2022-11-16 13:34 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.311 s -0.166
2022-11-16 13:35 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.738 s 0.420
2022-11-16 13:23 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.808 s 1.213
2022-11-16 13:25 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.387 s 0.690
2022-11-16 13:26 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.090 s 1.053
2022-11-16 13:27 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.337 s 0.014
2022-11-16 13:27 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.264 s -0.066
2022-11-16 13:33 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.387 s -0.411
2022-11-16 13:39 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.379 s 0.507
2022-11-16 13:40 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.305 s 0.103
2022-11-16 13:24 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.048 s 0.086
2022-11-16 13:24 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.304 s 0.163
2022-11-16 13:27 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.254 s 0.210
2022-11-16 13:34 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.353 s -0.504
2022-11-16 13:35 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.515 s -0.542
2022-11-16 13:26 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.487 s 0.314
2022-11-16 13:24 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.373 s 0.266
2022-11-16 13:25 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.864 s 0.193
2022-11-16 13:24 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.262 s 0.337
2022-11-16 13:40 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.147 s 0.335
2022-11-16 13:24 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.231 s 0.384
2022-11-16 13:28 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.731 s -1.057
2022-11-16 13:42 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.143 s 0.344
2022-11-16 13:41 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.394 s -0.219
2022-11-16 13:27 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.500 s -0.613
2022-11-16 13:41 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.494 s -0.006
2022-11-16 13:34 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.252 s 0.285
2022-11-16 13:41 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.598 s -0.317
2022-11-16 13:42 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.037 s -0.111
2022-11-16 13:48 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.303 s 0.511
2022-11-16 13:56 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.814 s 0.317
2022-11-16 13:48 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.579 s 0.689
2022-11-16 13:53 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.897 s 0.950
2022-11-16 13:48 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.524 s 0.133
2022-11-16 13:55 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.566 s -0.286
2022-11-16 13:57 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.556 s -0.172
2022-11-16 13:46 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.488 s 0.608
2022-11-16 13:56 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.938 s 0.350
2022-11-16 13:49 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.346 s -0.241
2022-11-16 13:48 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.301 s 0.428
2022-11-16 13:49 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.351 s 0.701
2022-11-16 13:48 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.400 s -0.048
2022-11-16 14:08 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.241 s -0.661
2022-11-16 13:56 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.436 s -0.081
2022-11-16 14:08 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.262 s 0.544
2022-11-16 13:58 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.932 s 1.335
2022-11-16 14:08 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.343 s 0.045
2022-11-16 13:56 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.535 s -0.605
2022-11-16 14:07 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.304 s 0.024
2022-11-16 14:08 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.732 s -0.585
2022-11-16 14:04 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.212 s 0.931
2022-11-16 14:09 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.393 s -0.137
2022-11-16 14:10 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.090 s -0.343
2022-11-16 14:07 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.967 s -0.312
2022-11-16 14:07 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.227 s 0.552