Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-19 18:01 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.251 s -1.557
2023-01-19 18:01 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.321 s -1.294
2023-01-19 18:02 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.256 s -1.332
2023-01-19 18:02 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.389 s -1.326
2023-01-19 18:02 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.358 s -1.118
2023-01-19 18:02 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.860 s -1.192
2023-01-19 18:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.436 s -1.564
2023-01-19 18:06 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.363 s 0.950
2023-01-19 18:06 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.945 s -1.102
2023-01-19 18:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.422 s -1.647
2023-01-19 18:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.349 s -1.916
2023-01-19 18:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.337 s -1.464
2023-01-19 18:08 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.569 s -1.782
2023-01-19 18:09 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.951 s -1.587
2023-01-19 18:08 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.423 s -1.443
2023-01-19 18:09 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.520 s -2.220
2023-01-19 18:09 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.351 s -1.368
2023-01-19 18:09 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.280 s -1.499
2023-01-19 18:09 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.288 s -1.464
2023-01-19 18:10 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.397 s -1.394
2023-01-19 18:10 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.810 s -0.918
2023-01-19 18:10 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.386 s -1.376
2023-01-19 18:15 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.292 s -0.145
2023-01-19 18:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.251 s -1.930
2023-01-19 18:15 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.692 s -0.563
2023-01-19 18:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.263 s -2.627
2023-01-19 18:16 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.335 s -1.591
2023-01-19 18:16 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.323 s -1.966
2023-01-19 18:17 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.356 s -2.068
2023-01-19 18:17 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.481 s -1.389
2023-01-19 18:21 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.251 s 0.568
2023-01-19 18:22 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.567 s 0.147
2023-01-19 18:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.309 s -0.962
2023-01-19 18:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.319 s -1.113
2023-01-19 18:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.397 s -1.035
2023-01-19 18:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.443 s -0.537
2023-01-19 18:23 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.391 s -0.245
2023-01-19 18:23 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.859 s -0.201
2023-01-19 18:28 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.907 s 0.042
2023-01-19 18:28 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.063 s 0.144
2023-01-19 18:28 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.203 s -1.375
2023-01-19 18:29 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.203 s -1.505
2023-01-19 18:29 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.282 s -1.599
2023-01-19 18:29 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.326 s -1.712
2023-01-19 18:30 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.232 s -1.529
2023-01-19 18:30 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.728 s -0.857
2023-01-19 18:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.511 s -0.222
2023-01-19 18:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 4.989 s 0.221
2023-01-19 18:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.344 s -1.107
2023-01-19 18:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.427 s -0.951
2023-01-19 18:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.467 s -0.488
2023-01-19 18:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.351 s -1.146
2023-01-19 18:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.429 s -0.762
2023-01-19 18:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.899 s -0.842
2023-01-19 18:40 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.082 s 0.181
2023-01-19 18:40 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.570 s 0.431
2023-01-19 18:41 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.487 s -0.751
2023-01-19 18:41 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.403 s -1.239
2023-01-19 18:41 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.397 s -1.416
2023-01-19 18:41 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.534 s -0.733
2023-01-19 18:42 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.447 s -1.272
2023-01-19 18:42 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.942 s -0.489
2023-01-19 18:46 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.828 s -1.023
2023-01-19 18:47 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.062 s -0.450
2023-01-19 18:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.326 s -1.029
2023-01-19 18:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.410 s -0.743
2023-01-19 18:48 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.356 s -0.793
2023-01-19 18:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.474 s -0.909
2023-01-19 18:49 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.536 s -0.587
2023-01-19 18:49 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.020 s -0.367
2023-01-19 18:54 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.366 s -0.022
2023-01-19 18:54 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.433 s 0.749
2023-01-19 18:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.307 s -1.148
2023-01-19 18:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.380 s -0.716
2023-01-19 18:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.428 s -0.448
2023-01-19 18:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.320 s -1.817
2023-01-19 18:56 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.869 s -0.271
2023-01-19 18:56 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.400 s -0.994
2023-01-19 19:00 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.159 s -0.082
2023-01-19 19:01 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.128 s -0.886
2023-01-19 19:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.260 s -1.417
2023-01-19 19:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.005 s -0.581
2023-01-19 19:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.416 s -0.560
2023-01-19 19:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.283 s -0.793
2023-01-19 19:01 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.341 s -0.855
2023-01-19 19:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.407 s -1.109
2023-01-19 19:03 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.075 s 0.209
2023-01-19 19:05 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.500 s -0.041
2023-01-19 19:04 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.739 s -0.058
2023-01-19 19:04 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.259 s -2.189
2023-01-19 19:04 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.340 s -0.944
2023-01-19 19:04 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.380 s -0.813
2023-01-19 19:05 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.678 s -1.129
2023-01-19 19:05 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.119 s -0.845
2023-01-19 19:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.823 s -0.470
2023-01-19 19:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.728 s -0.645
2023-01-19 19:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.308 s -0.460
2023-01-19 19:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.550 s -0.384
2023-01-19 19:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.299 s -1.289
2023-01-19 19:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.507 s -0.692
2023-01-19 19:20 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.328 s 0.842
2023-01-19 19:22 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.836 s -0.711
2023-01-19 19:23 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.258 s -0.814
2023-01-19 19:23 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.309 s -1.237
2023-01-19 19:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.390 s -0.284
2023-01-19 19:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.226 s -0.579
2023-01-19 19:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.408 s -1.152
2023-01-19 19:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.332 s -1.052
2023-01-19 19:15 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.553 s -0.110
2023-01-19 19:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.267 s -1.379
2023-01-19 19:17 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.533 s 0.235
2023-01-19 19:29 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.394 s -0.446
2023-01-19 19:31 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.272 s -1.716
2023-01-19 19:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.764 s -0.343
2023-01-19 19:29 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.871 s 0.418
2023-01-19 19:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.353 s -0.760
2023-01-19 19:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.573 s -0.737
2023-01-19 19:27 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.869 s -0.031
2023-01-19 19:28 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.270 s -0.588
2023-01-19 19:28 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.313 s -0.334
2023-01-19 19:28 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.387 s -0.402
2023-01-19 19:31 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.357 s -1.029
2023-01-19 19:22 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.258 s -1.328
2023-01-19 19:28 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.026 s 0.150
2023-01-19 19:31 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.282 s -1.863
2023-01-19 19:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.355 s -0.237
2023-01-19 19:23 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.327 s -0.420
2023-01-19 19:23 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.379 s -0.992
2023-01-19 19:30 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.099 s 0.282
2023-01-19 19:30 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.512 s 0.024
2023-01-19 19:24 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.830 s -0.564
2023-01-19 19:28 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.242 s -0.831
2023-01-19 19:36 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.929 s -0.586
2023-01-19 19:32 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.334 s -1.504
2023-01-19 19:32 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.723 s -0.053
2023-01-19 19:38 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.243 s -1.378
2023-01-19 19:39 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.793 s -0.861
2023-01-19 19:37 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.372 s 0.000
2023-01-19 19:39 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.521 s -0.118
2023-01-19 19:31 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.534 s -1.568
2023-01-19 19:43 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.851 s -1.006
2023-01-19 19:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.321 s -0.891
2023-01-19 19:38 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.261 s -0.924
2023-01-19 19:44 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.280 s -0.475
2023-01-19 19:58 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.916 s -0.417
2023-01-19 19:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.834 s 0.117
2023-01-19 19:52 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.419 s -1.425
2023-01-19 20:00 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.471 s -1.321
2023-01-19 20:00 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.856 s -0.569
2023-01-19 19:44 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.329 s -1.718
2023-01-19 19:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.516 s -0.769
2023-01-19 19:52 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.321 s -1.943
2023-01-19 20:00 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.650 s 0.073
2023-01-19 20:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 41.454 s -0.451
2023-01-19 19:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.419 s -1.474
2023-01-19 19:46 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.181 s 0.012
2023-01-19 19:46 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.059 s 0.136
2023-01-19 19:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.615 s -0.454
2023-01-19 19:50 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.706 s 0.547
2023-01-19 19:53 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.545 s -0.761
2023-01-19 19:53 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.372 s -1.956
2023-01-19 19:53 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.348 s 0.384
2023-01-19 20:01 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.988 s -0.626
2023-01-19 20:02 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.026 s -0.086
2023-01-19 19:52 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.318 s -1.961
2023-01-19 20:12 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.316 s -0.430
2023-01-19 20:00 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.564 s -1.273
2023-01-19 20:01 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.630 s 0.316
2023-01-19 20:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.276 s -0.547
2023-01-19 20:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.746 s -0.454
2023-01-19 20:12 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.360 s -0.743
2023-01-19 20:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.404 s -0.396
2023-01-19 20:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 55.867 s -0.164
2023-01-19 20:12 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.247 s -0.591
2023-01-19 20:12 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.241 s -0.683
2023-01-19 20:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.106 s 0.005