Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-17 18:22 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.251 s -0.967
2023-01-17 18:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.351 s -0.646
2023-01-17 18:22 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.242 s -0.876
2023-01-17 18:22 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.379 s -0.818
2023-01-17 18:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.850 s -1.006
2023-01-17 18:22 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.311 s -0.603
2023-01-17 18:26 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.362 s 1.127
2023-01-17 18:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.405 s -0.395
2023-01-17 18:27 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.777 s -0.555
2023-01-17 18:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.325 s -0.075
2023-01-17 18:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.423 s -0.617
2023-01-17 18:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.335 s -0.119
2023-01-17 18:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.551 s -0.683
2023-01-17 18:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.409 s 0.033
2023-01-17 18:29 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.930 s -0.661
2023-01-17 18:29 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.469 s -0.881
2023-01-17 18:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.273 s -0.623
2023-01-17 18:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.339 s -0.509
2023-01-17 18:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.280 s -0.457
2023-01-17 18:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.384 s -0.512
2023-01-17 18:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.378 s -0.412
2023-01-17 18:31 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.794 s -0.314
2023-01-17 18:35 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.283 s 0.268
2023-01-17 18:36 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.724 s -0.854
2023-01-17 18:36 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.237 s 0.139
2023-01-17 18:36 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.315 s 0.235
2023-01-17 18:37 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.344 s -0.215
2023-01-17 18:36 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.299 s 0.150
2023-01-17 18:36 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.247 s -0.029
2023-01-17 18:37 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.457 s 0.147
2023-01-17 18:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.583 s -0.202
2023-01-17 18:41 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.253 s 0.520
2023-01-17 18:42 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.381 s 0.514
2023-01-17 18:42 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.301 s 0.217
2023-01-17 18:42 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.311 s -0.025
2023-01-17 18:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.434 s 0.108
2023-01-17 18:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.846 s 0.294
2023-01-17 18:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.382 s 0.627
2023-01-17 18:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.200 s -0.713
2023-01-17 18:49 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.200 s -0.716
2023-01-17 18:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.228 s -0.524
2023-01-17 18:48 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.908 s -0.050
2023-01-17 18:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.306 s 0.216
2023-01-17 18:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.271 s -0.518
2023-01-17 18:48 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.080 s -0.392
2023-01-17 18:50 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.703 s 0.190
2023-01-17 18:54 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.337 s -0.206
2023-01-17 18:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.422 s 0.118
2023-01-17 18:53 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.509 s -0.010
2023-01-17 18:54 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.458 s 0.237
2023-01-17 18:54 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.412 s 0.343
2023-01-17 19:01 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.481 s -0.341
2023-01-17 19:00 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.620 s -0.843
2023-01-17 19:01 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.526 s -0.235
2023-01-17 18:54 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 4.992 s 0.135
2023-01-17 19:00 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.082 s 0.142
2023-01-17 19:02 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.926 s 0.193
2023-01-17 18:54 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.341 s 0.137
2023-01-17 19:01 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.397 s -0.666
2023-01-17 18:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.878 s 0.061
2023-01-17 19:00 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.385 s -0.315
2023-01-17 19:02 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.439 s -0.538
2023-01-17 19:06 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.815 s -0.247
2023-01-17 19:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.394 s 0.653
2023-01-17 19:07 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.061 s -0.547
2023-01-17 19:08 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.459 s 0.255
2023-01-17 19:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.314 s 0.590
2023-01-17 19:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.346 s 0.367
2023-01-17 19:09 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.001 s 0.356
2023-01-17 19:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.530 s -0.038
2023-01-17 19:14 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.358 s 0.216
2023-01-17 19:14 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.502 s -0.365
2023-01-17 19:15 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.296 s 0.300
2023-01-17 19:15 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.370 s 0.197
2023-01-17 19:15 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.307 s -0.173
2023-01-17 19:16 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.390 s 0.151
2023-01-17 19:15 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.418 s 0.325
2023-01-17 19:16 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.862 s 0.020
2023-01-17 19:20 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.164 s -0.369
2023-01-17 19:21 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.324 s 0.672
2023-01-17 19:21 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.280 s -0.250
2023-01-17 19:21 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.252 s -0.027
2023-01-17 19:21 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.081 s -0.124
2023-01-17 19:22 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.403 s -0.457
2023-01-17 19:22 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.409 s -0.070
2023-01-17 19:22 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.940 s 0.397
2023-01-17 19:24 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.747 s -0.282
2023-01-17 19:25 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.156 s -2.469
2023-01-17 19:23 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.080 s 0.064
2023-01-17 19:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.395 s 0.578
2023-01-17 19:24 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.372 s 0.096
2023-01-17 19:24 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.245 s 0.289
2023-01-17 19:25 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.669 s -0.609
2023-01-17 19:24 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.325 s 0.412
2023-01-17 19:24 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.499 s 0.085
2023-01-17 19:30 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.750 s -1.190
2023-01-17 19:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.265 s 0.301
2023-01-17 19:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.296 s -0.741
2023-01-17 19:40 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.414 s -1.027
2023-01-17 19:43 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.830 s -0.533
2023-01-17 19:47 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.037 s -0.055
2023-01-17 19:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.553 s -0.577
2023-01-17 19:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.569 s -0.372
2023-01-17 19:42 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.732 s -0.220
2023-01-17 19:37 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.533 s 0.125
2023-01-17 19:43 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.255 s -0.414
2023-01-17 19:32 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.452 s -0.847
2023-01-17 19:35 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.631 s -0.908
2023-01-17 19:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.496 s -0.084
2023-01-17 19:42 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.322 s 0.095
2023-01-17 19:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.305 s 0.477
2023-01-17 19:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.219 s 0.901
2023-01-17 19:35 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.260 s -0.252
2023-01-17 19:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.233 s 0.587
2023-01-17 19:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.093 s 0.533
2023-01-17 19:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.307 s -0.318
2023-01-17 19:34 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.798 s -0.827
2023-01-17 19:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.344 s 0.068
2023-01-17 19:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.305 s -0.369
2023-01-17 19:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.823 s -0.597
2023-01-17 19:43 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.368 s -0.022
2023-01-17 19:43 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.301 s 0.172
2023-01-17 19:42 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.249 s 0.223
2023-01-17 20:05 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.407 s -0.568
2023-01-17 19:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.397 s -1.253
2023-01-17 19:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.387 s 0.761
2023-01-17 19:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.879 s 0.273
2023-01-17 19:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.344 s 0.070
2023-01-17 19:52 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.761 s -1.292
2023-01-17 19:47 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.878 s -0.827
2023-01-17 19:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.495 s 0.216
2023-01-17 19:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.261 s -0.233
2023-01-17 19:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.527 s -1.254
2023-01-17 19:58 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.256 s 0.001
2023-01-17 20:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.306 s -0.320
2023-01-17 19:51 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.270 s -0.427
2023-01-17 19:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.320 s 0.230
2023-01-17 20:04 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.328 s -1.320
2023-01-17 19:57 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.234 s 0.202
2023-01-17 20:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.187 s -0.319
2023-01-17 20:10 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.833 s -0.180
2023-01-17 20:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.321 s -0.845
2023-01-17 19:57 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.228 s 0.578
2023-01-17 19:58 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.311 s 0.090
2023-01-17 19:59 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.784 s -0.545
2023-01-17 20:05 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.609 s -0.157
2023-01-17 19:58 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.348 s 0.189
2023-01-17 20:03 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.876 s -1.778
2023-01-17 20:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.083 s -0.522
2023-01-17 19:55 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.919 s 0.097
2023-01-17 19:59 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.531 s -0.790
2023-01-17 20:05 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.507 s -0.089
2023-01-17 20:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.307 s 0.051
2023-01-17 20:13 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.528 s 0.217
2023-01-17 20:20 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.450 s 0.190
2023-01-17 20:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.922 s -0.492
2023-01-17 20:20 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.537 s 0.408
2023-01-17 20:20 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.737 s -0.604
2023-01-17 20:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.399 s 0.336
2023-01-17 20:18 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.907 s 0.514
2023-01-17 20:13 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.357 s -0.162
2023-01-17 20:21 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.978 s -0.480
2023-01-17 20:13 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.421 s -2.269
2023-01-17 20:20 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.837 s 0.152
2023-01-17 20:21 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.649 s 0.090
2023-01-17 20:22 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.063 s -0.679
2023-01-17 20:33 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.270 s 0.423
2023-01-17 20:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 41.342 s -0.661
2023-01-17 20:32 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 56.442 s -1.339
2023-01-17 20:32 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.310 s 0.145
2023-01-17 20:32 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.355 s -0.334
2023-01-17 20:32 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.233 s 0.546
2023-01-17 20:32 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.241 s 0.353
2023-01-17 20:33 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.730 s 0.006
2023-01-17 20:34 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.396 s 0.477
2023-01-17 20:34 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.120 s -0.521