Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-22 17:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.420 s -1.512
2022-11-22 17:30 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.300 s -0.316
2022-11-22 17:36 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.187 s -2.140
2022-11-22 17:11 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.852 s -1.015
2022-11-22 17:30 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.385 s -0.313
2022-11-22 17:36 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.198 s -0.888
2022-11-22 17:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.916 s -0.773
2022-11-22 17:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.326 s -0.497
2022-11-22 17:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.420 s -0.599
2022-11-22 17:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.231 s 1.272
2022-11-22 17:30 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.311 s -0.408
2022-11-22 17:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.383 s -0.895
2022-11-22 17:23 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.725 s -0.682
2022-11-22 17:10 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.313 s -1.079
2022-11-22 17:10 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.238 s -0.639
2022-11-22 17:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.561 s -0.106
2022-11-22 17:35 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.887 s 0.881
2022-11-22 17:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.793 s -0.508
2022-11-22 17:14 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.356 s 1.407
2022-11-22 17:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.338 s -0.924
2022-11-22 17:24 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.242 s -0.241
2022-11-22 17:30 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.441 s -0.766
2022-11-22 17:17 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.337 s -0.793
2022-11-22 17:25 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.449 s 0.083
2022-11-22 17:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.557 s -1.165
2022-11-22 17:24 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.298 s -0.266
2022-11-22 17:25 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.340 s -0.463
2022-11-22 17:37 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.194 s -0.184
2022-11-22 17:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.415 s -1.213
2022-11-22 17:10 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.379 s -1.086
2022-11-22 17:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.823 s -1.056
2022-11-22 17:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.461 s -0.993
2022-11-22 17:24 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.313 s -0.144
2022-11-22 17:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.388 s -0.682
2022-11-22 17:37 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.309 s -0.401
2022-11-22 17:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.278 s -0.844
2022-11-22 17:23 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.277 s 0.727
2022-11-22 17:24 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.236 s -0.639
2022-11-22 17:10 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.342 s -0.626
2022-11-22 17:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.271 s -0.904
2022-11-22 17:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.375 s -0.637
2022-11-22 17:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.866 s -0.637
2022-11-22 17:37 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.223 s -0.371
2022-11-22 17:38 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.723 s -0.836
2022-11-22 17:36 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.265 s -0.248
2022-11-22 17:41 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.492 s 0.740
2022-11-22 17:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.332 s -0.139
2022-11-22 17:41 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.038 s 0.180
2022-11-22 17:42 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.416 s -0.343
2022-11-22 17:42 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.457 s -0.020
2022-11-22 17:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.337 s -0.167
2022-11-22 17:43 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.416 s 0.133
2022-11-22 17:43 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.872 s 0.162
2022-11-22 17:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.064 s 0.416
2022-11-22 17:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.614 s 0.427
2022-11-22 18:03 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.392 s -0.191
2022-11-22 17:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.376 s -0.271
2022-11-22 17:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.467 s -0.063
2022-11-22 18:03 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.302 s 0.063
2022-11-22 18:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.369 s -0.249
2022-11-22 18:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.491 s 0.127
2022-11-22 17:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.382 s -0.153
2022-11-22 18:02 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.503 s -0.448
2022-11-22 18:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.694 s 0.018
2022-11-22 18:13 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.655 s -0.657
2022-11-22 17:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.946 s -0.945
2022-11-22 17:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.459 s -0.022
2022-11-22 18:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.402 s 0.037
2022-11-22 17:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.798 s 0.092
2022-11-22 18:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.278 s -0.623
2022-11-22 17:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.517 s -0.248
2022-11-22 18:20 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.298 s -0.316
2022-11-22 18:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.917 s 0.382
2022-11-22 18:17 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.587 s -0.178
2022-11-22 18:13 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.090 s -0.166
2022-11-22 18:19 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.170 s 0.827
2022-11-22 18:21 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.282 s -0.566
2022-11-22 18:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.159 s 0.639
2022-11-22 17:55 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s -0.315
2022-11-22 17:55 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.347 s -0.186
2022-11-22 18:02 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.368 s -0.091
2022-11-22 18:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.087 s -0.247
2022-11-22 18:04 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.862 s -0.165
2022-11-22 18:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.249 s -0.293
2022-11-22 18:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.396 s -0.059
2022-11-22 17:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.428 s -0.574
2022-11-22 18:03 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.419 s -0.028
2022-11-22 18:23 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.427 s 0.169
2022-11-22 17:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.525 s 0.001
2022-11-22 17:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.017 s -0.537
2022-11-22 18:01 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.349 s 0.164
2022-11-22 17:55 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.068 s 0.276
2022-11-22 17:55 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.397 s -0.005
2022-11-22 18:02 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.295 s -0.083
2022-11-22 18:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.188 s 0.014
2022-11-22 18:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.328 s -0.088
2022-11-22 18:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.326 s -0.204
2022-11-22 18:19 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.221 s -0.459
2022-11-22 18:20 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.400 s -0.428
2022-11-22 18:22 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.645 s 0.105
2022-11-22 18:20 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.536 s -0.124
2022-11-22 18:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.246 s -0.584
2022-11-22 18:20 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.803 s -0.290
2022-11-22 18:23 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.485 s -0.248
2022-11-22 18:23 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.332 s -0.090
2022-11-22 18:23 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.247 s -0.045
2022-11-22 18:23 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.278 s 0.218
2022-11-22 18:24 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.550 s -0.115
2022-11-22 18:24 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.523 s 0.123
2022-11-22 18:38 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.268 s -0.582
2022-11-22 18:30 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.246 s -0.195
2022-11-22 18:45 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.234 s -0.233
2022-11-22 18:31 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.294 s -0.291
2022-11-22 18:30 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.364 s -0.397
2022-11-22 18:39 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.727 s -0.559
2022-11-22 18:36 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.268 s -0.640
2022-11-22 18:39 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.505 s -0.684
2022-11-22 18:28 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.310 s -0.217
2022-11-22 18:35 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.819 s 0.579
2022-11-22 18:30 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.319 s -0.438
2022-11-22 18:35 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.310 s -0.292
2022-11-22 18:36 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.384 s -0.469
2022-11-22 18:36 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.390 s -0.067
2022-11-22 18:35 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.044 s 0.416
2022-11-22 18:37 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.117 s -0.123
2022-11-22 18:38 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.341 s -0.280
2022-11-22 18:38 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.500 s 0.078
2022-11-22 18:36 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.883 s -0.207
2022-11-22 18:30 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s -0.241
2022-11-22 18:35 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.237 s -0.464
2022-11-22 18:31 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.827 s -0.607
2022-11-22 18:38 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.258 s -0.307
2022-11-22 18:39 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.321 s -0.592
2022-11-22 18:45 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.238 s 0.789
2022-11-22 18:30 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.768 s -2.715
2022-11-22 18:43 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.915 s 0.084
2022-11-22 18:45 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.317 s -0.551
2022-11-22 18:45 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.253 s 0.126
2022-11-22 18:46 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.351 s -0.369
2022-11-22 18:46 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.505 s 0.188
2022-11-22 18:46 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.768 s -0.814
2022-11-22 18:59 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.670 s 0.031
2022-11-22 18:51 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.441 s -0.802
2022-11-22 19:21 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.399 s -0.875
2022-11-22 18:53 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.151 s 0.126
2022-11-22 18:52 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.309 s -0.366
2022-11-22 19:00 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.404 s -0.262
2022-11-22 19:22 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.106 s -0.741
2022-11-22 18:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.395 s -0.181
2022-11-22 19:09 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.556 s -0.137
2022-11-22 19:00 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.543 s -0.718
2022-11-22 18:52 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.171 s -0.489
2022-11-22 18:53 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.597 s -0.092
2022-11-22 19:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.958 s -0.247
2022-11-22 19:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.240 s -0.626
2022-11-22 18:58 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.511 s 0.305
2022-11-22 18:59 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.306 s -0.298
2022-11-22 19:01 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.362 s -0.873
2022-11-22 19:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.308 s -0.244
2022-11-22 18:53 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.037 s 0.136
2022-11-22 19:00 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.307 s -0.096
2022-11-22 19:07 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.434 s -0.231
2022-11-22 19:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.236 s -0.899
2022-11-22 19:20 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.346 s -0.141
2022-11-22 18:52 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.494 s 0.101
2022-11-22 19:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.540 s -0.901
2022-11-22 19:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.818 s -0.043
2022-11-22 19:01 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.357 s -0.686
2022-11-22 19:09 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.068 s -0.844
2022-11-22 19:05 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.906 s -0.021
2022-11-22 19:07 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.475 s 0.625
2022-11-22 19:19 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.885 s -0.056
2022-11-22 19:20 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.269 s -0.619
2022-11-22 19:20 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.727 s -0.322
2022-11-22 19:16 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.696 s -0.260