Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-16 09:19 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.386 s -1.619
2022-11-16 09:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.336 s -1.506
2022-11-16 09:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.927 s -1.407
2022-11-16 09:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.404 s -0.511
2022-11-16 09:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.343 s -1.388
2022-11-16 09:11 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.892 s -2.032
2022-11-16 09:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.563 s -1.725
2022-11-16 09:24 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.316 s -1.100
2022-11-16 09:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.436 s -1.806
2022-11-16 09:11 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.389 s -1.657
2022-11-16 09:10 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.321 s -1.637
2022-11-16 09:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.350 s -1.651
2022-11-16 09:10 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.246 s -1.882
2022-11-16 09:10 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.247 s -1.121
2022-11-16 09:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.903 s -1.534
2022-11-16 09:24 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.241 s -1.270
2022-11-16 09:18 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.482 s -1.941
2022-11-16 09:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.419 s -1.411
2022-11-16 09:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.279 s -1.669
2022-11-16 09:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.396 s -1.797
2022-11-16 09:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.288 s -1.767
2022-11-16 09:11 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.353 s -1.362
2022-11-16 09:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.424 s -1.976
2022-11-16 09:24 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.738 s -0.758
2022-11-16 09:24 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.309 s -1.107
2022-11-16 09:19 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.836 s -2.528
2022-11-16 09:25 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.321 s -0.751
2022-11-16 09:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.451 s -1.622
2022-11-16 09:37 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.201 s -1.353
2022-11-16 09:38 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.228 s -1.178
2022-11-16 09:25 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.356 s -2.385
2022-11-16 09:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.400 s -1.901
2022-11-16 09:25 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.250 s -1.248
2022-11-16 09:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.561 s -0.105
2022-11-16 09:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.887 s -1.568
2022-11-16 09:37 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.132 s -0.541
2022-11-16 09:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.321 s -1.398
2022-11-16 09:26 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.471 s -1.113
2022-11-16 09:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.257 s -0.164
2022-11-16 09:30 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.311 s -1.253
2022-11-16 09:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.393 s -0.935
2022-11-16 09:38 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.319 s -1.180
2022-11-16 09:38 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.745 s -1.722
2022-11-16 09:36 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.915 s -1.190
2022-11-16 09:37 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.201 s -1.260
2022-11-16 09:37 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.272 s -0.755
2022-11-16 09:43 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.345 s -0.848
2022-11-16 09:42 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.516 s -1.825
2022-11-16 09:43 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.342 s -1.079
2022-11-16 09:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.168 s -2.182
2022-11-16 09:43 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.472 s -1.028
2022-11-16 09:43 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.422 s -0.831
2022-11-16 09:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.906 s -1.302
2022-11-16 09:44 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.432 s -1.439
2022-11-16 09:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.526 s -0.887
2022-11-16 09:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.413 s -1.078
2022-11-16 10:03 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.507 s -0.542
2022-11-16 09:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.436 s -0.964
2022-11-16 09:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.395 s -1.172
2022-11-16 09:57 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.039 s -1.403
2022-11-16 09:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.642 s -0.406
2022-11-16 09:57 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.478 s -1.460
2022-11-16 09:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.480 s -0.992
2022-11-16 09:57 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.538 s -1.044
2022-11-16 09:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.333 s -1.886
2022-11-16 10:02 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.382 s -1.375
2022-11-16 09:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.390 s -1.275
2022-11-16 09:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.092 s -1.108
2022-11-16 10:04 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.314 s -1.111
2022-11-16 10:03 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.305 s -1.082
2022-11-16 09:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.961 s -1.523
2022-11-16 09:55 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.819 s -1.490
2022-11-16 09:56 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.062 s 0.090
2022-11-16 09:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.358 s -1.119
2022-11-16 10:03 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.380 s -0.998
2022-11-16 10:04 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.431 s -0.861
2022-11-16 10:04 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.400 s -0.937
2022-11-16 10:05 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.888 s -1.243
2022-11-16 10:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.282 s -0.968
2022-11-16 10:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.407 s -1.170
2022-11-16 10:12 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.094 s -0.630
2022-11-16 10:10 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.150 s 0.203
2022-11-16 10:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.190 s -1.318
2022-11-16 10:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.121 s -2.516
2022-11-16 10:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.254 s -0.884
2022-11-16 10:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.426 s -1.416
2022-11-16 10:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.339 s -1.046
2022-11-16 10:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.251 s -1.208
2022-11-16 10:13 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.379 s -1.309
2022-11-16 10:12 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.703 s -0.460
2022-11-16 10:13 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.339 s -1.196
2022-11-16 10:13 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.515 s -1.289
2022-11-16 10:14 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.657 s -0.889
2022-11-16 10:14 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.109 s -1.521
2022-11-16 10:24 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.260 s -1.818
2022-11-16 10:21 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.228 s -0.967
2022-11-16 10:18 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.598 s -0.665
2022-11-16 10:22 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.328 s -2.047
2022-11-16 10:25 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.498 s -0.965
2022-11-16 10:32 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.894 s -2.841
2022-11-16 10:21 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.409 s -1.488
2022-11-16 10:21 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.306 s -0.911
2022-11-16 10:24 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.476 s -0.919
2022-11-16 10:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.742 s -1.606
2022-11-16 10:37 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.322 s -1.131
2022-11-16 10:20 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.273 s -0.942
2022-11-16 10:32 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.303 s -1.453
2022-11-16 10:25 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.562 s -1.292
2022-11-16 10:23 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.679 s -0.624
2022-11-16 10:47 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.328 s -1.422
2022-11-16 10:26 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.532 s -0.686
2022-11-16 10:31 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.328 s -1.203
2022-11-16 10:32 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.371 s -0.885
2022-11-16 10:36 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.854 s -1.325
2022-11-16 10:37 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.398 s -0.432
2022-11-16 10:21 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.820 s -1.909
2022-11-16 10:21 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.552 s -1.081
2022-11-16 10:38 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.134 s -0.569
2022-11-16 10:24 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.344 s -0.997
2022-11-16 10:31 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.667 s -1.448
2022-11-16 10:40 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.528 s -1.862
2022-11-16 10:24 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.287 s -0.984
2022-11-16 10:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.327 s -1.413
2022-11-16 10:29 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.356 s -1.316
2022-11-16 10:37 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.245 s -1.371
2022-11-16 10:37 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.395 s -1.304
2022-11-16 10:38 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.944 s -1.749
2022-11-16 10:37 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.274 s -1.219
2022-11-16 10:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.517 s -0.533
2022-11-16 10:47 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.266 s -1.574
2022-11-16 10:31 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.256 s -2.208
2022-11-16 10:32 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.256 s -1.620
2022-11-16 10:40 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.353 s -1.194
2022-11-16 10:36 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.198 s -2.145
2022-11-16 10:39 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.266 s -1.355
2022-11-16 10:40 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.274 s -1.325
2022-11-16 10:45 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.939 s -2.605
2022-11-16 10:46 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.196 s 0.751
2022-11-16 10:47 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.246 s -1.915
2022-11-16 10:47 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.362 s -1.182
2022-11-16 10:48 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.520 s -0.896
2022-11-16 10:48 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.790 s -1.947
2022-11-16 10:52 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.414 s 0.041
2022-11-16 10:54 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.314 s -0.875
2022-11-16 10:54 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.503 s -0.842
2022-11-16 10:54 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.408 s -1.288
2022-11-16 10:53 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.189 s -1.697
2022-11-16 10:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.168 s -0.432
2022-11-16 10:54 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.622 s -1.508
2022-11-16 10:55 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.056 s -0.709
2022-11-16 11:01 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.324 s -2.314
2022-11-16 11:01 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.847 s -1.706
2022-11-16 11:01 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.426 s -1.745
2022-11-16 11:01 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.315 s -0.839
2022-11-16 10:59 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.599 s -0.160
2022-11-16 11:02 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.559 s -1.558
2022-11-16 11:02 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.367 s -1.182
2022-11-16 11:03 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.363 s -1.314
2022-11-16 11:07 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.933 s -2.665
2022-11-16 11:09 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.549 s -1.537
2022-11-16 11:10 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.989 s -1.591
2022-11-16 11:09 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.451 s -1.410
2022-11-16 11:09 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.837 s -0.878
2022-11-16 11:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.619 s -0.771
2022-11-16 11:20 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.030 s -0.428
2022-11-16 11:10 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.596 s -0.575
2022-11-16 11:23 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.108 s -1.097
2022-11-16 11:21 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.362 s -1.246
2022-11-16 11:18 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.899 s -0.542
2022-11-16 11:23 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.414 s -2.873
2022-11-16 11:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.098 s -1.695
2022-11-16 11:22 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.277 s -1.560
2022-11-16 11:22 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.763 s -1.531
2022-11-16 11:21 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.322 s -1.267
2022-11-16 11:21 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.249 s -2.686
2022-11-16 11:21 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.245 s -1.054