Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-17 21:12 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.383 s -1.041
2023-01-17 21:12 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.242 s -0.769
2023-01-17 21:12 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.313 s -0.726
2023-01-17 21:12 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.249 s -0.797
2023-01-17 21:13 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.845 s -0.825
2023-01-17 21:13 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.356 s -1.004
2023-01-17 21:19 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.271 s -0.290
2023-01-17 21:17 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.836 s -0.772
2023-01-17 21:18 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.424 s -0.662
2023-01-17 21:17 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.390 s -0.030
2023-01-17 21:18 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.334 s -0.048
2023-01-17 21:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.324 s 0.045
2023-01-17 21:21 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.380 s -0.650
2023-01-17 21:18 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.411 s -0.157
2023-01-17 21:19 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.470 s -0.863
2023-01-17 21:18 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.547 s -0.424
2023-01-17 21:19 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.925 s -0.392
2023-01-17 21:21 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.799 s -0.510
2023-01-17 21:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.406 s -0.426
2023-01-17 21:20 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.340 s -0.571
2023-01-17 21:27 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.315 s 0.173
2023-01-17 21:27 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.457 s 0.139
2023-01-17 21:20 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.282 s -0.671
2023-01-17 21:20 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.383 s -0.470
2023-01-17 21:25 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.308 s -0.826
2023-01-17 21:26 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.721 s -0.812
2023-01-17 21:26 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.247 s -0.073
2023-01-17 21:26 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.238 s -0.102
2023-01-17 21:26 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.299 s 0.178
2023-01-17 21:27 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.341 s 0.213
2023-01-17 21:32 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.270 s -0.178
2023-01-17 21:32 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.576 s -0.053
2023-01-17 21:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.312 s -0.152
2023-01-17 21:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.385 s 0.163
2023-01-17 21:33 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.431 s 0.329
2023-01-17 21:33 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.384 s 0.495
2023-01-17 21:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.299 s 0.429
2023-01-17 21:33 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.852 s 0.106
2023-01-17 21:38 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.906 s 0.076
2023-01-17 21:38 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.068 s -0.115
2023-01-17 21:39 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.196 s 0.022
2023-01-17 21:39 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.266 s -0.002
2023-01-17 21:39 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.308 s 0.030
2023-01-17 21:40 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.225 s 0.034
2023-01-17 21:39 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.196 s 0.053
2023-01-17 21:40 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.709 s -0.069
2023-01-17 21:43 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.514 s -0.503
2023-01-17 21:44 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 4.987 s 0.204
2023-01-17 21:44 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.337 s 0.584
2023-01-17 21:44 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.332 s 0.477
2023-01-17 21:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.413 s 0.246
2023-01-17 21:45 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.462 s -0.058
2023-01-17 21:45 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.874 s 0.222
2023-01-17 21:45 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.427 s -0.431
2023-01-17 21:50 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.083 s 0.076
2023-01-17 21:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.381 s 0.058
2023-01-17 21:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.593 s -0.156
2023-01-17 21:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.475 s 0.109
2023-01-17 21:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.387 s 0.261
2023-01-17 21:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.524 s -0.101
2023-01-17 21:52 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.928 s 0.095
2023-01-17 21:52 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.434 s -0.039
2023-01-17 21:57 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.806 s 0.361
2023-01-17 21:57 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.058 s -0.466
2023-01-17 21:58 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.396 s 0.492
2023-01-17 21:57 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.314 s 0.508
2023-01-17 21:58 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.346 s 0.364
2023-01-17 21:58 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.460 s 0.185
2023-01-17 21:59 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.041 s -1.080
2023-01-17 21:59 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.529 s 0.072
2023-01-17 22:04 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.371 s -0.256
2023-01-17 22:05 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.300 s -0.273
2023-01-17 22:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.505 s -0.398
2023-01-17 22:06 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.854 s 0.291
2023-01-17 22:11 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.086 s -0.210
2023-01-17 22:05 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.370 s 0.232
2023-01-17 22:05 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.305 s 0.037
2023-01-17 22:05 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.422 s 0.079
2023-01-17 22:06 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.390 s 0.188
2023-01-17 22:12 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.420 s -0.887
2023-01-17 22:10 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.164 s -0.402
2023-01-17 22:12 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.396 s 0.388
2023-01-17 22:12 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.280 s -0.281
2023-01-17 22:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.330 s 0.135
2023-01-17 22:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.249 s 0.479
2023-01-17 22:14 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.771 s -0.510
2023-01-17 22:14 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.328 s 0.148
2023-01-17 22:14 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.375 s -0.276
2023-01-17 22:22 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.449 s -0.799
2023-01-17 22:15 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.670 s -0.643
2023-01-17 22:14 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.247 s -0.062
2023-01-17 22:15 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.497 s 0.199
2023-01-17 22:13 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.080 s 0.089
2023-01-17 22:12 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.992 s -0.389
2023-01-17 22:15 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.100 s -0.270
2023-01-17 22:20 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.722 s -0.830
2023-01-17 22:27 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.618 s -4.148
2023-01-17 22:32 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.772 s -0.453
2023-01-17 22:33 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.322 s 0.096
2023-01-17 22:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.032 s 0.001
2023-01-17 22:38 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.305 s 0.527
2023-01-17 22:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.265 s 0.454
2023-01-17 22:22 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.395 s 0.590
2023-01-17 22:24 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.780 s -0.619
2023-01-17 22:22 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.220 s 0.623
2023-01-17 22:23 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.818 s -0.259
2023-01-17 22:26 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.343 s 0.132
2023-01-17 22:33 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.367 s 0.073
2023-01-17 22:22 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.302 s 0.153
2023-01-17 22:32 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.249 s 0.089
2023-01-17 22:38 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.263 s 0.648
2023-01-17 22:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.313 s 0.463
2023-01-17 22:23 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.548 s -0.240
2023-01-17 22:23 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.306 s -0.395
2023-01-17 22:39 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.387 s 0.745
2023-01-17 22:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.503 s -0.143
2023-01-17 22:46 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.917 s 0.346
2023-01-17 22:49 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.516 s 0.175
2023-01-17 22:37 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.869 s -0.069
2023-01-17 22:47 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.433 s -0.366
2023-01-17 22:25 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.616 s -0.761
2023-01-17 22:26 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.494 s 0.027
2023-01-17 22:48 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.232 s 0.681
2023-01-17 22:25 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.256 s 0.428
2023-01-17 22:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.258 s 0.324
2023-01-17 22:26 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.292 s -0.079
2023-01-17 22:31 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.357 s 0.079
2023-01-17 22:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.303 s -0.212
2023-01-17 22:34 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.825 s -0.372
2023-01-17 22:38 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s 0.307
2023-01-17 22:40 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.108 s -0.006
2023-01-17 22:42 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.731 s -0.350
2023-01-17 22:26 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.564 s 0.002
2023-01-17 22:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.255 s -0.431
2023-01-17 22:48 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.348 s 0.182
2023-01-17 22:49 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.763 s 0.238
2023-01-17 22:38 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.377 s 0.500
2023-01-17 22:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.341 s 0.280
2023-01-17 22:48 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.257 s -0.160
2023-01-17 22:55 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.610 s -0.212
2023-01-17 22:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.880 s 0.247
2023-01-17 22:40 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.544 s -0.640
2023-01-17 22:42 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.321 s 0.071
2023-01-17 22:48 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.308 s 0.410
2023-01-17 22:54 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.295 s -0.883
2023-01-17 22:54 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.916 s -2.116
2023-01-17 22:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.507 s -0.158
2023-01-17 22:56 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.182 s -0.120
2023-01-17 22:55 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.402 s -0.038
2023-01-17 22:56 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.062 s 0.001
2023-01-17 23:00 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.817 s -0.086
2023-01-17 23:02 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 31.030 s -1.042
2023-01-17 23:02 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.307 s -0.406
2023-01-17 23:02 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.405 s -0.201
2023-01-17 23:02 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.309 s -0.381
2023-01-17 23:03 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.533 s -0.087
2023-01-17 23:04 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.382 s -0.836
2023-01-17 23:03 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.356 s -0.036
2023-01-17 23:08 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.904 s 0.769
2023-01-17 23:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.763 s -0.735
2023-01-17 23:10 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.449 s 0.290
2023-01-17 23:10 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.839 s 0.038
2023-01-17 23:10 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.541 s 0.095
2023-01-17 23:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.984 s -0.721
2023-01-17 23:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.739 s -0.749
2023-01-17 23:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.058 s -0.597
2023-01-17 23:19 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 41.797 s -1.234
2023-01-17 23:22 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.243 s -0.009
2023-01-17 23:22 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.237 s -0.063
2023-01-17 23:22 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.351 s -0.018
2023-01-17 23:22 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 56.481 s -1.335
2023-01-17 23:22 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.306 s 0.466
2023-01-17 23:23 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.719 s 0.324
2023-01-17 23:23 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.271 s 0.226
2023-01-17 23:24 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.402 s -0.269
2023-01-17 23:25 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.123 s -0.575