Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-24 04:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.340 s -1.228
2022-11-24 04:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.340 s -0.428
2022-11-24 04:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.385 s -1.200
2022-11-24 04:31 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.387 s -1.006
2022-11-24 04:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.342 s -1.003
2022-11-24 04:37 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.303 s -0.607
2022-11-24 04:37 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.317 s -0.513
2022-11-24 04:22 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.316 s -1.044
2022-11-24 04:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.420 s -1.458
2022-11-24 04:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.427 s -0.991
2022-11-24 04:31 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.803 s -0.778
2022-11-24 04:22 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.232 s -0.847
2022-11-24 04:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.241 s -0.811
2022-11-24 04:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.270 s -0.681
2022-11-24 04:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.855 s -0.925
2022-11-24 04:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.277 s -0.568
2022-11-24 04:28 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.860 s -1.098
2022-11-24 04:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.340 s -2.232
2022-11-24 04:29 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.548 s -0.612
2022-11-24 04:30 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.468 s -1.039
2022-11-24 04:27 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.363 s 0.999
2022-11-24 04:29 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.413 s -0.915
2022-11-24 04:30 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.924 s -1.730
2022-11-24 04:37 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.237 s -0.766
2022-11-24 04:36 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.299 s -0.466
2022-11-24 04:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.300 s -0.229
2022-11-24 04:31 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.378 s -0.855
2022-11-24 04:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.240 s 0.678
2022-11-24 04:36 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.745 s -0.648
2022-11-24 04:37 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.242 s -0.159
2022-11-24 04:38 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.345 s -1.147
2022-11-24 04:38 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.459 s -0.454
2022-11-24 04:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.573 s -0.782
2022-11-24 04:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.313 s -0.766
2022-11-24 04:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.384 s -0.185
2022-11-24 04:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.440 s -0.739
2022-11-24 04:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.872 s -0.882
2022-11-24 04:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.387 s -0.515
2022-11-24 04:55 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.036 s 0.247
2022-11-24 04:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.462 s -0.313
2022-11-24 04:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.221 s 0.229
2022-11-24 04:50 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.309 s -0.352
2022-11-24 04:54 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.490 s 0.880
2022-11-24 04:49 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.194 s -0.122
2022-11-24 04:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.341 s -0.534
2022-11-24 04:49 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.131 s -0.440
2022-11-24 04:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.715 s -0.428
2022-11-24 04:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.266 s -0.238
2022-11-24 04:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.337 s -0.799
2022-11-24 04:48 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.905 s -0.797
2022-11-24 04:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.196 s -0.489
2022-11-24 04:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.421 s -0.725
2022-11-24 04:56 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.882 s -0.254
2022-11-24 04:56 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.423 s -0.716
2022-11-24 05:01 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.380 s -0.706
2022-11-24 05:01 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.653 s -0.473
2022-11-24 05:01 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.071 s -0.207
2022-11-24 05:02 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.475 s -0.620
2022-11-24 05:02 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.387 s -0.784
2022-11-24 05:02 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.532 s -1.440
2022-11-24 05:03 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.935 s -0.468
2022-11-24 05:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.427 s -0.524
2022-11-24 05:07 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.799 s -0.103
2022-11-24 05:08 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.092 s -0.422
2022-11-24 05:08 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.409 s -0.870
2022-11-24 05:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.322 s -1.037
2022-11-24 05:09 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.349 s -0.415
2022-11-24 05:09 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.476 s -1.364
2022-11-24 05:09 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.538 s -1.354
2022-11-24 05:10 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.022 s -0.736
2022-11-24 05:14 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.362 s -0.807
2022-11-24 05:21 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.171 s -0.167
2022-11-24 05:23 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.403 s -0.870
2022-11-24 05:23 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.415 s -0.639
2022-11-24 05:26 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.655 s -0.692
2022-11-24 05:26 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.088 s -0.048
2022-11-24 05:15 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.522 s -1.189
2022-11-24 05:17 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.866 s -0.227
2022-11-24 05:22 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.335 s -0.582
2022-11-24 05:16 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.311 s -0.906
2022-11-24 05:15 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.301 s -0.726
2022-11-24 05:25 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.372 s -0.612
2022-11-24 05:16 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.429 s -0.745
2022-11-24 05:17 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.395 s -0.517
2022-11-24 05:22 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.252 s -0.736
2022-11-24 05:25 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.245 s -0.404
2022-11-24 05:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.222 s -0.523
2022-11-24 05:16 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.374 s -0.469
2022-11-24 05:25 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.331 s -0.566
2022-11-24 05:22 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.279 s -0.727
2022-11-24 05:24 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.105 s -1.328
2022-11-24 05:25 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.501 s -0.414
2022-11-24 05:22 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.121 s 0.875
2022-11-24 05:23 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.955 s 0.003
2022-11-24 05:25 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.869 s -4.299
2022-11-24 05:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.154 s 1.021
2022-11-24 05:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.304 s -0.753
2022-11-24 05:31 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.597 s -0.628
2022-11-24 05:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.412 s -2.043
2022-11-24 05:34 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.811 s -0.924
2022-11-24 05:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.546 s -0.728
2022-11-24 05:34 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.296 s -0.938
2022-11-24 05:35 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.713 s -1.504
2022-11-24 05:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.557 s -0.816
2022-11-24 05:36 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.510 s -1.345
2022-11-24 05:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.248 s -0.221
2022-11-24 05:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.284 s -0.686
2022-11-24 05:41 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.290 s 0.367
2022-11-24 05:37 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.337 s -0.375
2022-11-24 05:37 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.486 s -0.230
2022-11-24 05:38 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.515 s 0.632
2022-11-24 05:44 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.295 s -0.425
2022-11-24 05:53 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.706 s 0.456
2022-11-24 05:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.387 s -0.603
2022-11-24 05:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.318 s -0.844
2022-11-24 05:50 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.399 s -1.343
2022-11-24 05:43 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.635 s -0.519
2022-11-24 05:43 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.242 s 0.136
2022-11-24 05:52 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.496 s -0.158
2022-11-24 05:48 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.847 s -1.044
2022-11-24 05:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.239 s -0.766
2022-11-24 05:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.265 s -0.116
2022-11-24 05:53 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.320 s -0.417
2022-11-24 05:45 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.797 s 0.441
2022-11-24 05:44 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.323 s -0.652
2022-11-24 05:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.881 s -0.112
2022-11-24 05:44 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.251 s -0.961
2022-11-24 05:59 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.502 s -0.982
2022-11-24 06:21 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.561 s -0.093
2022-11-24 05:49 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.052 s 0.276
2022-11-24 05:44 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.373 s -1.027
2022-11-24 05:51 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.141 s -1.205
2022-11-24 06:00 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.535 s -1.997
2022-11-24 06:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.484 s -1.890
2022-11-24 05:52 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.343 s -0.413
2022-11-24 05:59 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.360 s -1.029
2022-11-24 05:59 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s -0.704
2022-11-24 05:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.268 s -0.584
2022-11-24 05:57 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.918 s -0.264
2022-11-24 05:59 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.260 s -0.831
2022-11-24 05:59 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.319 s -0.682
2022-11-24 06:14 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.426 s -1.837
2022-11-24 06:14 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.562 s -1.669
2022-11-24 06:15 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.361 s -0.940
2022-11-24 06:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.309 s -0.253
2022-11-24 06:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.068 s -0.919
2022-11-24 06:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.182 s -0.963
2022-11-24 05:51 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.528 s -0.579
2022-11-24 05:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s -1.030
2022-11-24 06:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.626 s -1.589
2022-11-24 06:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.508 s -1.542
2022-11-24 06:15 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.369 s -1.973
2022-11-24 06:00 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.789 s -1.766
2022-11-24 06:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.399 s -0.515
2022-11-24 06:14 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.322 s -1.982
2022-11-24 06:21 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.466 s -3.676
2022-11-24 06:19 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.927 s -2.319
2022-11-24 06:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.169 s -0.339
2022-11-24 06:11 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.714 s -1.348
2022-11-24 06:22 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.567 s -2.687
2022-11-24 06:13 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.810 s -1.619
2022-11-24 06:13 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.313 s -1.214
2022-11-24 06:22 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.881 s -4.091
2022-11-24 06:22 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.983 s -1.301
2022-11-24 06:23 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.865 s -3.880
2022-11-24 06:23 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.143 s -2.146
2022-11-24 06:33 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.237 s -1.100
2022-11-24 06:33 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.316 s -0.873
2022-11-24 06:30 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 39.605 s -2.813
2022-11-24 06:34 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.362 s -1.277
2022-11-24 06:34 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.278 s -2.106
2022-11-24 06:34 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.248 s -1.731
2022-11-24 06:35 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.399 s -0.819
2022-11-24 06:36 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.096 s -0.204
2022-11-24 06:33 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.486 s -1.903
2022-11-24 06:34 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.732 s -0.399