Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-13 17:51 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.213 s 1.701
2022-11-13 17:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.311 s 2.131
2022-11-13 17:51 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.260 s 2.009
2022-11-13 17:52 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.323 s 1.835
2022-11-13 17:51 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.205 s 1.755
2022-11-13 17:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.735 s 1.620
2022-11-13 18:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.889 s 1.606
2022-11-13 18:02 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.358 s 1.252
2022-11-13 18:04 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.401 s 0.903
2022-11-13 18:04 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.388 s 1.798
2022-11-13 18:04 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.369 s 1.837
2022-11-13 18:04 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.381 s 2.139
2022-11-13 18:04 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.302 s 2.169
2022-11-13 18:04 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.316 s 2.007
2022-11-13 18:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.498 s 2.171
2022-11-13 18:06 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.301 s 1.516
2022-11-13 18:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.370 s 1.481
2022-11-13 18:06 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.247 s 1.885
2022-11-13 18:07 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.251 s 2.202
2022-11-13 18:07 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.333 s 2.257
2022-11-13 18:07 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.348 s 2.291
2022-11-13 18:07 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.727 s 1.999
2022-11-13 18:12 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.258 s 1.826
2022-11-13 18:13 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.218 s 1.962
2022-11-13 18:14 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.415 s 1.741
2022-11-13 18:13 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.322 s 0.735
2022-11-13 18:13 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.227 s 1.980
2022-11-13 18:14 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.321 s 2.165
2022-11-13 18:13 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.280 s 2.103
2022-11-13 18:13 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.265 s 2.066
2022-11-13 18:18 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.228 s 1.472
2022-11-13 18:19 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.528 s 1.574
2022-11-13 18:19 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.352 s 2.037
2022-11-13 18:19 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.282 s 1.879
2022-11-13 18:19 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.292 s 2.015
2022-11-13 18:19 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.398 s 2.044
2022-11-13 18:20 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.801 s 1.790
2022-11-13 18:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.363 s 2.127
2022-11-13 18:24 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.874 s 2.208
2022-11-13 18:25 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.085 s 0.090
2022-11-13 18:25 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.181 s 1.768
2022-11-13 18:25 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.236 s 1.987
2022-11-13 18:25 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.182 s 1.560
2022-11-13 18:26 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.277 s 1.709
2022-11-13 18:26 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.209 s 1.800
2022-11-13 18:26 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.653 s 1.760
2022-11-13 18:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.435 s 2.131
2022-11-13 19:06 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.141 s 0.388
2022-11-13 18:38 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.872 s 1.819
2022-11-13 18:36 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.045 s 1.498
2022-11-13 18:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.407 s 2.091
2022-11-13 18:30 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.311 s 2.104
2022-11-13 18:31 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.317 s 2.148
2022-11-13 18:30 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.479 s 2.077
2022-11-13 18:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.818 s 1.306
2022-11-13 18:57 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.376 s 2.234
2022-11-13 19:00 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.628 s 1.670
2022-11-13 18:58 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.041 s 1.755
2022-11-13 18:31 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.396 s 2.180
2022-11-13 18:44 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.430 s 1.946
2022-11-13 18:56 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.184 s -0.176
2022-11-13 18:57 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.376 s 1.513
2022-11-13 18:37 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.365 s 2.017
2022-11-13 18:30 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.377 s 2.156
2022-11-13 18:31 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.824 s 1.809
2022-11-13 18:43 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.038 s 0.304
2022-11-13 18:44 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.960 s 1.494
2022-11-13 18:50 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.277 s 1.992
2022-11-13 18:59 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.293 s 1.993
2022-11-13 18:30 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.006 s 0.228
2022-11-13 18:31 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.422 s 1.873
2022-11-13 18:50 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.286 s 1.881
2022-11-13 18:51 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.372 s 1.921
2022-11-13 18:37 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.359 s 1.740
2022-11-13 19:00 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.065 s 0.678
2022-11-13 18:36 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.643 s -0.430
2022-11-13 18:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.483 s 1.915
2022-11-13 18:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.384 s 1.922
2022-11-13 19:18 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.280 s 1.765
2022-11-13 18:43 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.326 s 2.098
2022-11-13 18:44 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.504 s 2.068
2022-11-13 18:50 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.340 s 1.727
2022-11-13 18:59 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.227 s 1.862
2022-11-13 18:57 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.261 s 1.786
2022-11-13 18:43 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.366 s 1.963
2022-11-13 18:49 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.334 s 1.068
2022-11-13 18:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.458 s 0.152
2022-11-13 18:56 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.143 s 1.747
2022-11-13 18:42 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.780 s 1.777
2022-11-13 18:43 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.296 s 2.226
2022-11-13 19:10 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.234 s 1.712
2022-11-13 19:11 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.532 s 1.532
2022-11-13 18:57 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.883 s 0.706
2022-11-13 19:07 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.385 s 1.406
2022-11-13 19:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.329 s 2.057
2022-11-13 19:46 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.339 s -0.030
2022-11-13 20:06 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.378 s 1.848
2022-11-13 18:57 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.299 s 1.985
2022-11-13 19:10 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.437 s 1.894
2022-11-13 19:22 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.281 s 1.643
2022-11-13 19:22 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.347 s 2.081
2022-11-13 19:24 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.447 s 1.430
2022-11-13 19:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.333 s 1.379
2022-11-13 18:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.234 s 1.992
2022-11-13 19:38 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.370 s 1.362
2022-11-13 19:53 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.417 s 1.554
2022-11-13 20:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.278 s 1.798
2022-11-13 18:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.653 s 0.977
2022-11-13 18:59 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.350 s 1.975
2022-11-13 19:09 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.591 s 1.266
2022-11-13 19:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.236 s 1.236
2022-11-13 19:32 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.315 s 2.015
2022-11-13 20:04 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.147 s 1.443
2022-11-13 18:59 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.458 s 2.017
2022-11-13 19:05 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.551 s 0.765
2022-11-13 19:10 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.367 s 1.214
2022-11-13 19:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.548 s 0.078
2022-11-13 19:10 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.304 s 1.804
2022-11-13 19:18 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.758 s 1.526
2022-11-13 19:23 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.816 s 1.307
2022-11-13 19:07 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.266 s 1.873
2022-11-13 19:22 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.249 s 1.870
2022-11-13 19:23 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.372 s 2.406
2022-11-13 19:23 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.074 s 1.711
2022-11-13 19:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.121 s 1.332
2022-11-13 19:39 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.002 s 0.943
2022-11-13 19:46 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.339 s 1.992
2022-11-13 19:53 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.788 s 1.617
2022-11-13 19:10 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.268 s 1.669
2022-11-13 19:31 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.222 s 1.529
2022-11-13 19:07 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.778 s 1.853
2022-11-13 19:07 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.207 s 1.314
2022-11-13 19:11 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.504 s 0.929
2022-11-13 19:25 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.313 s 1.722
2022-11-13 19:38 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.294 s 0.984
2022-11-13 19:38 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.479 s 1.159
2022-11-13 19:07 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.500 s 2.075
2022-11-13 19:08 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.198 s 1.733
2022-11-13 19:22 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.220 s 1.684
2022-11-13 19:26 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.715 s -0.458
2022-11-13 19:32 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.478 s 2.023
2022-11-13 19:53 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.708 s -1.637
2022-11-13 20:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.224 s 1.620
2022-11-13 19:25 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.459 s 1.038
2022-11-13 19:39 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.125 s 0.938
2022-11-13 19:53 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.918 s 0.940
2022-11-13 20:01 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.154 s 1.086
2022-11-13 19:22 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.030 s 0.098
2022-11-13 19:45 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.288 s 2.141
2022-11-13 19:51 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.888 s 1.848
2022-11-13 20:05 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.251 s 2.050
2022-11-13 19:25 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.250 s 1.608
2022-11-13 20:05 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.314 s 1.878
2022-11-13 19:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.280 s 0.543
2022-11-13 19:25 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.303 s 1.897
2022-11-13 19:29 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.902 s 1.400
2022-11-13 19:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.637 s 0.122
2022-11-13 19:45 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.370 s 1.883
2022-11-13 19:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.289 s 1.871
2022-11-13 19:31 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.240 s 1.752
2022-11-13 20:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.218 s 2.018
2022-11-13 19:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.232 s 2.044
2022-11-13 19:21 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.827 s 0.295
2022-11-13 19:24 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.243 s 1.648
2022-11-13 19:31 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.330 s -0.256
2022-11-13 19:31 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.281 s 1.935
2022-11-13 19:32 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.714 s 1.413
2022-11-13 19:38 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.551 s 1.873
2022-11-13 19:43 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.393 s 1.350
2022-11-13 19:45 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.288 s 1.922
2022-11-13 19:46 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.485 s 1.868
2022-11-13 19:53 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.498 s 1.686
2022-11-13 19:54 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.964 s 0.671
2022-11-13 19:54 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.443 s 1.050
2022-11-13 20:05 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.654 s 1.696
2022-11-13 20:07 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.068 s 0.452