Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-18 02:42 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.236 s 0.434
2023-01-18 02:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.313 s 1.354
2023-01-18 02:49 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.917 s 0.071
2023-01-18 02:42 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.231 s 0.259
2023-01-18 02:42 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.284 s 1.262
2023-01-18 02:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.336 s 0.726
2023-01-18 02:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.322 s 1.572
2023-01-18 02:48 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.399 s 1.155
2023-01-18 02:56 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.238 s 1.323
2023-01-18 02:49 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.269 s 0.902
2023-01-18 02:55 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.270 s 0.842
2023-01-18 02:47 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.932 s -1.137
2023-01-18 02:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.379 s 1.593
2023-01-18 02:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.397 s 1.449
2023-01-18 02:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.808 s 0.158
2023-01-18 02:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.310 s 1.618
2023-01-18 02:50 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.757 s 1.126
2023-01-18 02:42 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.352 s 0.769
2023-01-18 02:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.526 s 0.878
2023-01-18 02:49 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.430 s 0.230
2023-01-18 02:50 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.357 s 1.315
2023-01-18 02:46 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.351 s 1.572
2023-01-18 02:49 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.258 s 1.243
2023-01-18 02:55 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.716 s -0.773
2023-01-18 02:56 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.276 s 2.167
2023-01-18 02:55 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.227 s 1.548
2023-01-18 02:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.417 s 2.439
2023-01-18 02:50 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.362 s 1.347
2023-01-18 03:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.321 s 1.802
2023-01-18 03:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.287 s 2.035
2023-01-18 02:56 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.328 s 2.055
2023-01-18 03:02 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.369 s 1.455
2023-01-18 03:03 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.817 s 1.181
2023-01-18 03:02 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.386 s 0.248
2023-01-18 03:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.191 s 1.282
2023-01-18 02:56 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.284 s 2.756
2023-01-18 03:02 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.410 s 1.664
2023-01-18 03:08 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.063 s 0.030
2023-01-18 03:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.239 s 2.778
2023-01-18 03:12 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.499 s 1.110
2023-01-18 03:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.323 s 2.326
2023-01-18 03:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.186 s 2.106
2023-01-18 03:01 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.253 s 0.562
2023-01-18 03:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.296 s 0.898
2023-01-18 03:02 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.304 s 0.947
2023-01-18 03:14 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.432 s 2.161
2023-01-18 03:09 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.217 s 1.753
2023-01-18 03:14 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.839 s 1.689
2023-01-18 03:01 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.542 s 0.607
2023-01-18 03:07 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.911 s -0.207
2023-01-18 03:09 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.685 s 0.915
2023-01-18 03:13 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.045 s -0.545
2023-01-18 03:13 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.383 s 2.533
2023-01-18 03:14 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.404 s 2.350
2023-01-18 03:19 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.076 s 0.596
2023-01-18 03:20 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.451 s 1.702
2023-01-18 03:20 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.496 s 1.622
2023-01-18 03:19 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.364 s 1.652
2023-01-18 03:19 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.577 s 0.301
2023-01-18 03:20 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.381 s 0.836
2023-01-18 03:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.910 s 0.839
2023-01-18 03:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.427 s 0.589
2023-01-18 03:25 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.813 s -0.069
2023-01-18 03:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.310 s 0.989
2023-01-18 03:26 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.390 s 0.859
2023-01-18 03:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.434 s 2.067
2023-01-18 03:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.329 s 2.360
2023-01-18 03:26 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.084 s -1.015
2023-01-18 03:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.510 s 1.752
2023-01-18 03:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.964 s 1.636
2023-01-18 03:32 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.378 s -0.460
2023-01-18 03:33 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s 0.525
2023-01-18 03:34 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.299 s 0.754
2023-01-18 03:33 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.504 s -0.357
2023-01-18 03:35 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.852 s 0.348
2023-01-18 03:33 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.354 s 1.424
2023-01-18 03:34 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.398 s 1.740
2023-01-18 03:39 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.070 s 0.069
2023-01-18 03:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.245 s 1.055
2023-01-18 03:34 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.392 s -0.031
2023-01-18 03:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.311 s 1.808
2023-01-18 03:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.271 s 1.096
2023-01-18 03:39 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.151 s 0.423
2023-01-18 03:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.379 s 2.020
2023-01-18 03:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.862 s 1.499
2023-01-18 03:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.779 s -0.578
2023-01-18 03:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.303 s 2.238
2023-01-18 03:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.475 s 1.702
2023-01-18 03:48 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.782 s -1.448
2023-01-18 03:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.576 s -0.383
2023-01-18 03:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.392 s 0.762
2023-01-18 03:50 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.566 s -1.315
2023-01-18 03:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.370 s 0.285
2023-01-18 03:50 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.279 s 2.225
2023-01-18 03:51 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.519 s 1.759
2023-01-18 03:51 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.263 s 0.782
2023-01-18 03:44 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.098 s -0.169
2023-01-18 03:51 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.807 s 0.559
2023-01-18 03:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.086 s -0.230
2023-01-18 03:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.667 s -0.364
2023-01-18 03:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.238 s 1.522
2023-01-18 03:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.733 s -0.111
2023-01-18 03:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.279 s 1.993
2023-01-18 03:50 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.387 s 1.648
2023-01-18 03:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.451 s 2.211
2023-01-18 03:50 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.210 s 2.329
2023-01-18 03:53 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.245 s 2.159
2023-01-18 03:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.550 s 1.221
2023-01-18 03:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.312 s 2.988
2023-01-18 03:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.528 s 0.394
2023-01-18 03:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.343 s 0.404
2023-01-18 04:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.238 s 2.262
2023-01-18 04:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.292 s 2.816
2023-01-18 04:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.682 s 0.144
2023-01-18 04:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.237 s 2.845
2023-01-18 04:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.343 s 2.122
2023-01-18 04:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.290 s 2.153
2023-01-18 04:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.753 s 1.913
2023-01-18 04:05 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.860 s 0.646
2023-01-18 04:06 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.279 s 2.797
2023-01-18 04:05 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.021 s 0.126
2023-01-18 04:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.219 s 2.861
2023-01-18 04:06 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.375 s 2.683
2023-01-18 04:06 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.251 s 2.478
2023-01-18 04:06 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.346 s 3.026
2023-01-18 04:06 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.812 s 1.809
2023-01-18 04:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.084 s 0.892
2023-01-18 04:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.241 s 3.212
2023-01-18 04:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.492 s 0.313
2023-01-18 04:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.255 s 2.103
2023-01-18 04:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.452 s 2.035
2023-01-18 04:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.305 s 2.685
2023-01-18 04:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.315 s 2.533
2023-01-18 04:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.688 s 0.956
2023-01-18 04:13 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.909 s 1.048
2023-01-18 04:15 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.220 s 2.927
2023-01-18 04:15 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.282 s 2.985
2023-01-18 04:15 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.333 s 0.110
2023-01-18 04:15 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.242 s 2.730
2023-01-18 04:15 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.321 s 1.592
2023-01-18 04:16 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.755 s 0.520
2023-01-18 04:16 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.509 s 0.624
2023-01-18 04:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.858 s -1.421
2023-01-18 04:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.301 s 2.340
2023-01-18 04:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.284 s -0.698
2023-01-18 04:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.372 s 2.779
2023-01-18 04:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.487 s 2.174
2023-01-18 04:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.561 s 2.360
2023-01-18 04:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.027 s 0.848
2023-01-18 04:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.162 s 0.608
2023-01-18 04:27 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.802 s 0.017
2023-01-18 04:30 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.478 s 2.988
2023-01-18 04:29 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.372 s 2.834
2023-01-18 04:29 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.895 s -0.307
2023-01-18 04:29 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.291 s 2.323
2023-01-18 04:29 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.292 s 2.509
2023-01-18 04:30 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.338 s 2.864
2023-01-18 04:30 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.320 s 1.307
2023-01-18 04:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.436 s 1.788
2023-01-18 04:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.225 s 1.918
2023-01-18 04:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.662 s 1.860
2023-01-18 04:34 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.907 s 0.448
2023-01-18 04:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.814 s 1.382
2023-01-18 04:45 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 41.584 s -0.886
2023-01-18 04:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.285 s 2.361
2023-01-18 04:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.318 s 2.755
2023-01-18 04:38 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.562 s 0.956
2023-01-18 04:37 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.629 s 0.015
2023-01-18 04:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.868 s 4.318
2023-01-18 04:51 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.087 s 0.369
2023-01-18 04:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.507 s 2.630
2023-01-18 04:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 56.102 s -0.733
2023-01-18 04:38 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.987 s 0.462
2023-01-18 04:50 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.386 s 1.612
2023-01-18 04:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.231 s 1.771
2023-01-18 04:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.259 s 2.052