Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 22:33 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.344 s -0.605
2022-11-15 22:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.799 s -0.991
2022-11-15 22:32 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.384 s -1.442
2022-11-15 22:33 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.869 s -1.543
2022-11-15 22:38 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.412 s -1.172
2022-11-15 22:38 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.427 s -1.202
2022-11-15 22:32 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.242 s -0.659
2022-11-15 22:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.325 s -0.223
2022-11-15 22:38 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.335 s -0.323
2022-11-15 22:32 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.317 s -1.376
2022-11-15 22:45 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.278 s 0.882
2022-11-15 22:38 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.409 s -0.401
2022-11-15 22:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.270 s -0.622
2022-11-15 22:52 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.301 s -0.111
2022-11-15 22:37 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.858 s -1.406
2022-11-15 22:39 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.463 s -1.371
2022-11-15 22:32 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.233 s -0.734
2022-11-15 22:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.280 s -0.855
2022-11-15 22:53 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.309 s -0.038
2022-11-15 22:53 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.383 s -0.025
2022-11-15 22:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.914 s -0.370
2022-11-15 22:37 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.374 s 0.702
2022-11-15 22:40 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.342 s -1.107
2022-11-15 22:46 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.732 s -0.752
2022-11-15 22:38 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.546 s -0.745
2022-11-15 22:40 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.383 s -0.959
2022-11-15 22:46 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.304 s -0.671
2022-11-15 22:47 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.339 s -0.138
2022-11-15 22:47 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.454 s -0.176
2022-11-15 22:52 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.550 s 0.430
2022-11-15 22:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.377 s -0.648
2022-11-15 22:54 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.869 s -0.926
2022-11-15 22:46 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.240 s 0.205
2022-11-15 22:47 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.313 s -0.140
2022-11-15 22:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.131 s -0.576
2022-11-15 22:59 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.269 s -0.552
2022-11-15 22:46 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.232 s 0.106
2022-11-15 23:05 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.417 s 0.129
2022-11-15 22:53 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.433 s -0.363
2022-11-15 22:59 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.197 s -0.546
2022-11-15 23:03 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.508 s -0.991
2022-11-15 23:06 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.894 s -0.842
2022-11-15 22:52 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.239 s 0.945
2022-11-15 23:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.415 s -0.349
2022-11-15 22:52 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.383 s -0.168
2022-11-15 23:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.331 s 0.147
2022-11-15 22:58 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.891 s 0.801
2022-11-15 22:59 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.312 s -0.669
2022-11-15 23:04 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.074 s -0.728
2022-11-15 23:05 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.336 s 0.137
2022-11-15 23:05 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.471 s -0.958
2022-11-15 23:00 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.724 s -0.935
2022-11-15 22:59 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.195 s -0.347
2022-11-15 23:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.225 s -0.694
2022-11-15 23:11 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.375 s 0.218
2022-11-15 23:10 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.638 s -0.354
2022-11-15 23:12 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.941 s -0.791
2022-11-15 23:10 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.057 s 0.950
2022-11-15 23:11 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.469 s -0.156
2022-11-15 23:11 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.380 s 0.440
2022-11-15 23:11 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.517 s -0.299
2022-11-15 23:12 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.425 s 0.173
2022-11-15 23:17 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.794 s 0.587
2022-11-15 23:17 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.064 s 0.037
2022-11-15 23:18 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.401 s -0.293
2022-11-15 23:17 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.315 s 0.198
2022-11-15 23:18 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.347 s 0.057
2022-11-15 23:18 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.465 s -0.534
2022-11-15 23:19 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.020 s -0.717
2022-11-15 23:19 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.535 s -0.715
2022-11-15 23:25 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.369 s -0.178
2022-11-15 23:32 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.410 s -0.486
2022-11-15 23:40 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.611 s -1.112
2022-11-15 23:46 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.280 s 0.012
2022-11-15 23:53 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.366 s -0.552
2022-11-15 23:58 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.265 s -0.101
2022-11-15 23:24 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.356 s -0.068
2022-11-15 23:52 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.318 s -0.395
2022-11-15 23:57 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.833 s -0.079
2022-11-15 23:31 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.247 s 0.058
2022-11-15 23:43 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.285 s -0.838
2022-11-15 23:24 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.498 s -0.413
2022-11-15 23:31 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.195 s -0.260
2022-11-15 23:34 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.330 s -0.543
2022-11-15 23:58 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.240 s -0.671
2022-11-15 23:25 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.305 s -0.142
2022-11-16 00:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.317 s -0.642
2022-11-15 23:35 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.099 s -0.930
2022-11-15 23:32 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.275 s -0.042
2022-11-15 23:34 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.369 s -0.220
2022-11-15 23:42 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.539 s -0.356
2022-11-15 23:53 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.248 s -0.361
2022-11-15 23:58 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.322 s -1.097
2022-11-15 23:58 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.384 s -0.552
2022-11-15 23:30 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.157 s 0.914
2022-11-15 23:46 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.487 s -0.489
2022-11-15 23:52 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.245 s -0.329
2022-11-15 23:53 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.298 s -0.717
2022-11-15 23:25 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.420 s -0.158
2022-11-15 23:25 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.298 s -0.212
2022-11-15 23:35 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.647 s -0.005
2022-11-16 00:07 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.303 s 0.074
2022-11-15 23:43 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.803 s -0.383
2022-11-15 23:47 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.524 s -0.210
2022-11-15 23:54 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.848 s -1.524
2022-11-15 23:26 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.394 s -0.266
2022-11-15 23:58 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.093 s -0.671
2022-11-16 00:00 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.481 s 0.499
2022-11-16 00:08 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.259 s -0.591
2022-11-15 23:26 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.873 s -0.686
2022-11-15 23:31 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.331 s -0.359
2022-11-15 23:50 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.285 s 0.382
2022-11-16 00:00 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.116 s 0.133
2022-11-16 00:01 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.261 s -0.654
2022-11-15 23:32 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.397 s -0.035
2022-11-15 23:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.291 s -1.259
2022-11-15 23:46 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.338 s -0.539
2022-11-15 23:32 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.012 s -1.123
2022-11-15 23:42 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.224 s -0.541
2022-11-15 23:46 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.551 s -0.219
2022-11-16 00:01 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.268 s -0.566
2022-11-15 23:42 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.300 s -0.495
2022-11-15 23:45 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.413 s 0.360
2022-11-15 23:34 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.509 s -0.940
2022-11-15 23:52 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.603 s -0.571
2022-11-16 00:06 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.914 s 0.152
2022-11-16 00:15 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.394 s -0.238
2022-11-15 23:33 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.085 s -0.213
2022-11-15 23:34 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.244 s -0.245
2022-11-16 00:01 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.344 s -0.545
2022-11-16 00:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.352 s -0.455
2022-11-16 00:09 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.760 s -0.633
2022-11-16 00:02 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.321 s -0.491
2022-11-15 23:34 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.715 s -0.845
2022-11-15 23:44 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.649 s 0.036
2022-11-15 23:45 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.252 s -0.799
2022-11-15 23:42 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.401 s -0.428
2022-11-16 00:02 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.723 s -0.772
2022-11-15 23:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.899 s -0.684
2022-11-16 00:01 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.511 s -1.264
2022-11-16 00:13 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.455 s -0.509
2022-11-16 00:16 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.152 s 0.098
2022-11-15 23:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.395 s -0.102
2022-11-16 00:14 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.156 s -0.154
2022-11-16 00:08 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.236 s -0.401
2022-11-16 00:09 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.522 s -0.980
2022-11-16 00:15 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.617 s -1.314
2022-11-16 00:15 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.495 s -0.115
2022-11-16 00:14 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.310 s -0.444
2022-11-16 00:16 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.048 s -0.413
2022-11-16 00:20 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.605 s -0.181
2022-11-16 00:22 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.308 s -0.398
2022-11-16 00:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.666 s -0.136
2022-11-16 00:22 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.410 s -0.737
2022-11-16 00:22 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.311 s -0.363
2022-11-16 00:23 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.548 s -1.107
2022-11-16 00:23 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.362 s -1.287
2022-11-16 00:30 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.596 s -0.642
2022-11-16 00:30 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.826 s -0.287
2022-11-16 00:23 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.360 s -0.402
2022-11-16 00:30 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.535 s -0.616
2022-11-16 00:32 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.053 s -0.906
2022-11-16 00:30 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.438 s -0.284
2022-11-16 00:42 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.267 s -0.054
2022-11-16 00:31 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.518 s 0.265
2022-11-16 00:28 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.902 s 0.489
2022-11-16 00:41 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.229 s 0.385
2022-11-16 00:42 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.237 s -0.066
2022-11-16 00:42 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.724 s -0.356
2022-11-16 00:42 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.306 s -0.091
2022-11-16 00:43 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.394 s -0.346
2022-11-16 00:30 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.957 s -0.339
2022-11-16 00:41 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.619 s 0.487
2022-11-16 00:38 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.555 s 0.219
2022-11-16 00:42 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.348 s -0.251
2022-11-16 00:44 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.091 s -0.378