Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-21 18:48 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.818 s -1.067
2022-11-21 18:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.413 s -1.105
2022-11-21 18:42 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.312 s -1.081
2022-11-21 18:48 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.336 s -0.516
2022-11-21 18:49 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.415 s -1.085
2022-11-21 18:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.339 s -0.268
2022-11-21 18:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.841 s -0.762
2022-11-21 18:50 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.485 s -1.805
2022-11-21 18:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.429 s -1.274
2022-11-21 18:48 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.330 s -0.854
2022-11-21 18:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.238 s -0.408
2022-11-21 18:50 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.922 s -1.139
2022-11-21 18:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.381 s -1.235
2022-11-21 18:51 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.382 s -0.874
2022-11-21 19:08 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.908 s -0.764
2022-11-21 18:51 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.370 s -0.032
2022-11-21 18:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.303 s -0.620
2022-11-21 19:10 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.708 s -0.119
2022-11-21 18:47 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.384 s 0.402
2022-11-21 18:49 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.558 s -1.345
2022-11-21 19:09 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.118 s -0.115
2022-11-21 18:51 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.793 s -0.587
2022-11-21 18:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.339 s -0.154
2022-11-21 19:03 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.314 s -0.677
2022-11-21 18:50 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.273 s -1.041
2022-11-21 19:03 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.441 s -0.802
2022-11-21 18:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.473 s -1.259
2022-11-21 19:02 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.579 s -0.934
2022-11-21 19:04 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.866 s -0.588
2022-11-21 18:50 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.276 s -0.487
2022-11-21 18:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.742 s -0.790
2022-11-21 19:10 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.222 s -0.115
2022-11-21 19:04 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.382 s 0.067
2022-11-21 18:50 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.337 s -0.813
2022-11-21 18:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.286 s 0.347
2022-11-21 19:02 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.257 s -0.159
2022-11-21 19:10 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.194 s 0.021
2022-11-21 18:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.246 s -0.739
2022-11-21 19:03 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.309 s -1.161
2022-11-21 19:09 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.194 s -0.152
2022-11-21 18:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.232 s 0.039
2022-11-21 19:03 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.392 s -0.821
2022-11-21 18:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.317 s -0.464
2022-11-21 19:09 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.264 s -0.071
2022-11-21 19:10 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.307 s -0.194
2022-11-21 19:14 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.501 s -0.180
2022-11-21 19:16 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.893 s -0.732
2022-11-21 19:22 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.417 s 0.779
2022-11-21 19:14 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.048 s 0.040
2022-11-21 19:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.315 s 0.001
2022-11-21 19:29 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.535 s -0.858
2022-11-21 19:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.333 s -0.475
2022-11-21 19:43 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.956 s -0.084
2022-11-21 19:45 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.331 s -0.530
2022-11-21 19:15 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.334 s -0.249
2022-11-21 19:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.374 s 0.190
2022-11-21 19:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.406 s -0.561
2022-11-21 19:29 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.028 s -0.963
2022-11-21 19:22 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.512 s 0.119
2022-11-21 19:44 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.744 s -1.617
2022-11-21 19:23 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.930 s -0.224
2022-11-21 19:27 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.792 s 0.630
2022-11-21 19:37 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.872 s -0.496
2022-11-21 19:41 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.166 s 0.241
2022-11-21 19:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.407 s -0.220
2022-11-21 19:21 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.720 s -2.395
2022-11-21 19:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.467 s -0.037
2022-11-21 19:35 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.380 s -0.941
2022-11-21 19:16 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.420 s -0.186
2022-11-21 19:29 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.466 s -0.559
2022-11-21 19:34 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.353 s 0.014
2022-11-21 19:35 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.301 s -0.630
2022-11-21 19:15 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.418 s -0.475
2022-11-21 19:20 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.057 s 0.822
2022-11-21 19:44 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.091 s -0.463
2022-11-21 19:15 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.460 s -0.193
2022-11-21 19:15 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.339 s -0.202
2022-11-21 19:22 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.383 s -0.087
2022-11-21 19:28 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.071 s 0.274
2022-11-21 19:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.276 s -0.307
2022-11-21 19:36 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.392 s -0.078
2022-11-21 19:43 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.402 s -0.680
2022-11-21 19:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.344 s 0.193
2022-11-21 19:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.489 s 0.093
2022-11-21 19:36 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.429 s -0.695
2022-11-21 19:42 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.215 s -0.293
2022-11-21 19:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.251 s -0.608
2022-11-21 19:44 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.246 s -0.517
2022-11-21 19:45 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.380 s -1.398
2022-11-21 19:45 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.507 s -0.815
2022-11-21 19:36 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.309 s -0.654
2022-11-21 19:46 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.077 s 0.426
2022-11-21 19:46 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.656 s -0.815
2022-11-21 19:50 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.601 s -0.703
2022-11-21 19:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.348 s -1.548
2022-11-21 19:53 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s -0.366
2022-11-21 19:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.301 s -0.508
2022-11-21 19:53 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.408 s -1.385
2022-11-21 20:04 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.290 s 0.361
2022-11-21 20:09 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.382 s -0.303
2022-11-21 20:11 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.259 s -0.379
2022-11-21 20:18 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.318 s -0.663
2022-11-21 19:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.547 s -0.716
2022-11-21 20:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.323 s -0.549
2022-11-21 20:09 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.265 s -0.121
2022-11-21 20:12 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.265 s -0.076
2022-11-21 20:27 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.080 s -1.424
2022-11-21 20:40 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.521 s 0.131
2022-11-21 20:41 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.960 s -0.322
2022-11-21 20:43 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.047 s -0.607
2022-11-21 19:53 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.810 s -1.010
2022-11-21 19:56 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.468 s -0.588
2022-11-21 20:04 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.803 s 0.180
2022-11-21 20:19 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.259 s -0.579
2022-11-21 19:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.315 s -1.595
2022-11-21 19:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.250 s -0.434
2022-11-21 19:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.282 s -0.309
2022-11-21 20:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.317 s -0.286
2022-11-21 20:08 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.852 s -1.473
2022-11-21 20:09 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.311 s -0.303
2022-11-21 20:12 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.317 s 0.064
2022-11-21 19:55 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.677 s -0.576
2022-11-21 20:18 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.239 s -0.792
2022-11-21 20:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.770 s -0.982
2022-11-21 20:11 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.532 s -0.699
2022-11-21 20:16 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.922 s -0.656
2022-11-21 20:24 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.441 s -0.638
2022-11-21 20:25 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.176 s -0.773
2022-11-21 20:03 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.586 s 0.030
2022-11-21 20:10 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.930 s -1.369
2022-11-21 20:10 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.134 s -0.644
2022-11-21 20:19 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.359 s -0.909
2022-11-21 20:33 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.733 s -0.597
2022-11-21 19:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.336 s -0.366
2022-11-21 19:57 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.549 s 0.043
2022-11-21 20:19 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.519 s -0.781
2022-11-21 20:42 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.571 s -0.251
2022-11-21 19:57 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.485 s -0.247
2022-11-21 20:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s -0.115
2022-11-21 20:08 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.221 s -2.984
2022-11-21 20:41 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.819 s 0.026
2022-11-21 20:33 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.309 s -0.196
2022-11-21 20:41 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.530 s -0.196
2022-11-21 20:25 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.308 s 0.002
2022-11-21 20:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s -0.029
2022-11-21 20:11 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.341 s -0.197
2022-11-21 20:26 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.503 s -0.905
2022-11-21 19:57 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.530 s -0.330
2022-11-21 20:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.243 s 0.292
2022-11-21 20:04 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.371 s -0.924
2022-11-21 20:09 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.393 s -0.140
2022-11-21 20:12 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.486 s 0.038
2022-11-21 20:13 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.710 s 0.141
2022-11-21 20:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.461 s -0.741
2022-11-21 20:25 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.400 s -0.566
2022-11-21 20:26 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.184 s -0.855
2022-11-21 20:26 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.613 s -0.964
2022-11-21 20:33 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.309 s -0.542
2022-11-21 20:33 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.543 s -0.710
2022-11-21 20:31 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.608 s -0.341
2022-11-21 20:34 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.358 s -0.871
2022-11-21 20:33 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.404 s -0.247
2022-11-21 20:34 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.357 s -0.000
2022-11-21 20:38 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.907 s -0.089
2022-11-21 20:41 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.438 s -0.345
2022-11-21 20:52 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.230 s 0.142
2022-11-21 20:55 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.122 s -1.601
2022-11-21 20:52 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.819 s 0.071
2022-11-21 20:52 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.311 s -0.466
2022-11-21 20:49 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.894 s -0.612
2022-11-21 20:53 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.350 s -0.358
2022-11-21 20:53 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.238 s -0.144
2022-11-21 20:53 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.726 s -0.303
2022-11-21 20:53 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.267 s -0.191
2022-11-21 20:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.396 s -0.425