Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-19 23:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.236 s 0.571
2023-01-19 23:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.298 s 0.339
2023-01-19 23:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.791 s 0.690
2023-01-19 23:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.358 s 0.538
2023-01-19 23:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.231 s 0.368
2023-01-19 23:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.339 s 0.573
2023-01-20 00:04 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.381 s 0.212
2023-01-20 00:05 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.420 s 1.038
2023-01-20 00:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.334 s -1.074
2023-01-20 00:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.410 s -0.646
2023-01-20 00:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.343 s -1.043
2023-01-20 00:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.535 s 0.441
2023-01-20 00:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.411 s -0.102
2023-01-20 00:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.429 s -0.932
2023-01-20 00:08 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.932 s -0.516
2023-01-20 00:08 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.274 s -0.656
2023-01-20 00:08 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.430 s 0.417
2023-01-20 00:09 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.335 s -0.119
2023-01-20 00:09 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.281 s -0.532
2023-01-20 00:09 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.377 s -0.174
2023-01-20 00:09 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.376 s 0.118
2023-01-20 00:10 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.799 s -0.464
2023-01-20 00:14 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.304 s -0.641
2023-01-20 00:15 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.295 s 1.051
2023-01-20 00:16 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.323 s -0.527
2023-01-20 00:21 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.566 s 0.155
2023-01-20 00:15 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.241 s -0.410
2023-01-20 00:16 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.302 s -0.174
2023-01-20 00:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.348 s -0.774
2023-01-20 00:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.250 s -0.572
2023-01-20 00:17 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.466 s -0.531
2023-01-20 00:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.314 s -1.579
2023-01-20 00:23 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.868 s -0.468
2023-01-20 00:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.396 s -0.865
2023-01-20 00:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.321 s -1.303
2023-01-20 00:21 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.254 s 0.439
2023-01-20 00:23 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.391 s -0.219
2023-01-20 00:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.445 s -0.633
2023-01-20 00:29 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.742 s -1.434
2023-01-20 00:28 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.285 s -1.791
2023-01-20 00:29 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.323 s -1.427
2023-01-20 00:28 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.061 s 0.220
2023-01-20 00:29 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.236 s -2.177
2023-01-20 00:27 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.906 s 0.182
2023-01-20 00:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.900 s -0.815
2023-01-20 00:28 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.207 s -2.100
2023-01-20 00:28 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.207 s -2.230
2023-01-20 00:41 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.534 s -0.712
2023-01-20 00:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.516 s -0.741
2023-01-20 00:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.427 s -0.876
2023-01-20 00:40 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.487 s -0.684
2023-01-20 00:39 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.087 s -0.144
2023-01-20 00:33 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.345 s -1.130
2023-01-20 00:33 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.008 s -0.028
2023-01-20 00:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.472 s -0.838
2023-01-20 00:40 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.405 s -1.854
2023-01-20 00:40 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.407 s -1.454
2023-01-20 00:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.353 s -1.259
2023-01-20 00:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.433 s -1.043
2023-01-20 00:40 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.596 s -0.212
2023-01-20 00:48 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.535 s -0.466
2023-01-20 00:41 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.945 s -0.609
2023-01-20 00:47 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.057 s -0.308
2023-01-20 00:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.433 s -0.805
2023-01-20 00:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.316 s -1.200
2023-01-20 00:41 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.452 s -1.724
2023-01-20 00:46 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.826 s -0.840
2023-01-20 00:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.328 s -1.237
2023-01-20 00:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.418 s -1.910
2023-01-20 00:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.401 s -1.053
2023-01-20 00:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.474 s -0.919
2023-01-20 00:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.381 s -0.706
2023-01-20 00:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.870 s -0.315
2023-01-20 01:00 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.054 s 0.405
2023-01-20 00:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.355 s -0.653
2023-01-20 00:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.410 s -0.671
2023-01-20 00:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.018 s -0.280
2023-01-20 00:54 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.530 s -0.652
2023-01-20 00:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.309 s -1.291
2023-01-20 01:01 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.338 s -0.599
2023-01-20 01:03 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.344 s -1.215
2023-01-20 01:04 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.516 s -1.031
2023-01-20 01:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.266 s -2.126
2023-01-20 01:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.314 s -0.909
2023-01-20 01:00 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.156 s 0.117
2023-01-20 01:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.070 s 0.516
2023-01-20 01:11 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.230 s -1.207
2023-01-20 01:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.945 s 0.292
2023-01-20 01:04 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.682 s -1.381
2023-01-20 01:09 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.747 s -0.786
2023-01-20 01:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.289 s -1.631
2023-01-20 01:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.408 s -1.202
2023-01-20 01:03 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.262 s -2.488
2023-01-20 01:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.405 s -0.685
2023-01-20 01:01 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.422 s -1.020
2023-01-20 01:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.616 s -1.350
2023-01-20 01:04 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.388 s -1.698
2023-01-20 01:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.314 s -0.499
2023-01-20 01:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.305 s -2.180
2023-01-20 01:03 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.752 s -0.177
2023-01-20 01:05 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.114 s -0.570
2023-01-20 01:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.553 s -0.509
2023-01-20 01:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.832 s -1.025
2023-01-20 01:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.767 s -0.313
2023-01-20 01:22 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.259 s -1.487
2023-01-20 01:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.272 s -1.986
2023-01-20 01:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.500 s -0.344
2023-01-20 01:15 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.568 s -0.176
2023-01-20 01:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.355 s -0.949
2023-01-20 01:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.549 s -0.453
2023-01-20 01:23 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.309 s -1.117
2023-01-20 01:20 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.399 s -0.559
2023-01-20 01:22 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.376 s -0.691
2023-01-20 01:30 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.283 s -1.883
2023-01-20 01:31 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.335 s -1.510
2023-01-20 01:35 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.939 s -1.290
2023-01-20 01:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.570 s -0.377
2023-01-20 01:22 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.898 s -1.035
2023-01-20 01:22 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.331 s -0.740
2023-01-20 01:28 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.404 s -1.692
2023-01-20 01:38 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.520 s -0.027
2023-01-20 01:22 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.264 s -1.728
2023-01-20 01:27 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.875 s -0.432
2023-01-20 01:37 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.318 s -0.615
2023-01-20 01:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.262 s -1.078
2023-01-20 01:43 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.786 s -0.390
2023-01-20 01:44 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.312 s -0.804
2023-01-20 01:44 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.333 s -2.260
2023-01-20 01:23 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.826 s -0.422
2023-01-20 01:27 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.241 s -0.742
2023-01-20 01:28 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.271 s -0.704
2023-01-20 01:28 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.894 s -0.129
2023-01-20 01:30 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.508 s 0.130
2023-01-20 01:31 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.503 s -0.164
2023-01-20 01:28 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.391 s -0.688
2023-01-20 01:29 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.098 s 0.325
2023-01-20 01:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.355 s -0.230
2023-01-20 01:27 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.315 s -0.557
2023-01-20 01:44 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.417 s -1.274
2023-01-20 01:52 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.319 s -1.776
2023-01-20 01:53 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.370 s -1.619
2023-01-20 01:27 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.010 s 0.357
2023-01-20 01:57 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.930 s -1.665
2023-01-20 02:00 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.863 s -0.796
2023-01-20 01:30 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.357 s -0.984
2023-01-20 01:37 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.476 s -0.437
2023-01-20 01:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.242 s -1.227
2023-01-20 01:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.761 s 0.326
2023-01-20 01:30 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.276 s -2.207
2023-01-20 01:31 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.757 s -1.058
2023-01-20 01:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.619 s -0.594
2023-01-20 01:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.188 s -0.157
2023-01-20 01:52 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.553 s -1.118
2023-01-20 01:44 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.524 s -1.409
2023-01-20 01:46 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.076 s -0.218
2023-01-20 01:52 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.324 s -2.156
2023-01-20 01:59 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.474 s -1.448
2023-01-20 02:01 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.656 s 0.109
2023-01-20 01:52 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.416 s -1.154
2023-01-20 01:53 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.345 s 0.453
2023-01-20 02:00 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.563 s -1.110
2023-01-20 01:51 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.948 s -0.413
2023-01-20 02:00 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.976 s -0.203
2023-01-20 01:50 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.821 s -0.039
2023-01-20 01:59 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.564 s 0.569
2023-01-20 02:01 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.035 s -0.160
2023-01-20 02:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 41.165 s -0.109
2023-01-20 02:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 55.946 s -0.221
2023-01-20 02:12 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.254 s -1.441
2023-01-20 02:11 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.244 s -1.031
2023-01-20 02:11 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.317 s -0.489
2023-01-20 02:12 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.363 s -0.946
2023-01-20 02:12 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.748 s -0.523
2023-01-20 02:12 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.278 s -0.795
2023-01-20 02:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.405 s -0.441
2023-01-20 02:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.123 s -0.391