Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 01:10 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.228 s 0.475
2022-11-15 01:21 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.422 s -1.333
2022-11-15 01:23 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.328 s 0.538
2022-11-15 01:23 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.408 s 0.181
2022-11-15 01:12 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.792 s 0.214
2022-11-15 01:22 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.321 s 0.237
2022-11-15 01:09 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.294 s -0.027
2022-11-15 01:10 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.352 s 0.245
2022-11-15 01:25 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.266 s 0.582
2022-11-15 01:22 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.526 s 0.249
2022-11-15 01:23 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.534 s -0.043
2022-11-15 01:09 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.219 s 0.469
2022-11-15 01:11 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.331 s 0.434
2022-11-15 01:24 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.899 s 0.812
2022-11-15 01:23 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.400 s 0.580
2022-11-15 01:22 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.393 s 0.127
2022-11-15 01:25 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.325 s -0.053
2022-11-15 01:25 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.365 s 0.182
2022-11-15 01:26 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.779 s -0.200
2022-11-15 01:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.424 s -0.218
2022-11-15 01:25 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.261 s 0.359
2022-11-15 01:26 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.372 s -0.212
2022-11-15 01:32 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.339 s 0.643
2022-11-15 01:31 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.299 s -0.301
2022-11-15 01:32 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.316 s -0.367
2022-11-15 01:32 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.229 s 0.565
2022-11-15 01:32 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.240 s 0.184
2022-11-15 01:32 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.298 s -0.264
2022-11-15 01:33 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.340 s -0.320
2022-11-15 01:33 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.472 s -1.120
2022-11-15 01:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.710 s -0.395
2022-11-15 01:37 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.261 s -0.351
2022-11-15 01:39 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.852 s -0.239
2022-11-15 01:38 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.305 s 0.500
2022-11-15 01:38 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.561 s -0.098
2022-11-15 01:38 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.297 s 0.356
2022-11-15 01:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.098 s -0.084
2022-11-15 01:38 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.433 s -0.332
2022-11-15 01:39 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.380 s 0.261
2022-11-15 01:38 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.386 s -0.367
2022-11-15 01:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.896 s 0.411
2022-11-15 01:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.225 s -0.614
2022-11-15 01:44 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.269 s -0.575
2022-11-15 01:44 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.197 s -0.622
2022-11-15 01:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.309 s -0.535
2022-11-15 01:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.195 s -0.344
2022-11-15 01:57 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.944 s -0.965
2022-11-15 02:04 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.005 s -0.128
2022-11-15 01:51 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.415 s 0.304
2022-11-15 01:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.414 s -0.294
2022-11-15 01:49 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.504 s -0.643
2022-11-15 02:03 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.313 s 0.425
2022-11-15 02:09 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.347 s 0.408
2022-11-15 02:11 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.419 s -0.139
2022-11-15 01:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.046 s -0.403
2022-11-15 01:51 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.874 s -0.123
2022-11-15 01:50 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.329 s 0.307
2022-11-15 01:57 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.512 s 0.019
2022-11-15 01:50 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.335 s 0.380
2022-11-15 02:04 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.527 s 0.001
2022-11-15 02:10 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.357
2022-11-15 02:03 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.342 s 0.568
2022-11-15 02:10 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.300 s 0.391
2022-11-15 02:11 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.390 s 0.197
2022-11-15 01:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.459 s -0.235
2022-11-15 01:56 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.466 s 0.050
2022-11-15 02:03 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.399 s -0.153
2022-11-15 02:03 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.461 s -0.215
2022-11-15 01:56 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.370 s 0.741
2022-11-15 01:57 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.419 s 0.858
2022-11-15 01:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.067 s 0.359
2022-11-15 01:57 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.380 s 0.500
2022-11-15 02:02 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.791 s 0.895
2022-11-15 01:56 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.615 s -0.032
2022-11-15 02:10 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.497 s -0.397
2022-11-15 02:03 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.082 s -0.254
2022-11-15 02:10 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.367 s -0.093
2022-11-15 02:11 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.854 s -0.149
2022-11-15 02:17 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.403 s -0.125
2022-11-15 02:16 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.160 s 0.702
2022-11-15 02:21 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.079 s -0.011
2022-11-15 02:16 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.170 s -0.037
2022-11-15 02:18 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.066 s 0.639
2022-11-15 02:17 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.273 s 0.296
2022-11-15 02:19 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.366 s 0.165
2022-11-15 02:17 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.334 s -0.652
2022-11-15 02:17 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.248 s 0.055
2022-11-15 02:19 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.328 s -0.403
2022-11-15 02:17 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.391 s 0.622
2022-11-15 02:20 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.645 s 0.159
2022-11-15 02:19 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.706 s -0.578
2022-11-15 02:25 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.585 s -0.217
2022-11-15 02:17 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.920 s 0.146
2022-11-15 02:20 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.495 s -0.149
2022-11-15 02:19 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.241 s 0.095
2022-11-15 02:27 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.302 s -0.625
2022-11-15 02:27 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.119 s 0.725
2022-11-15 02:27 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.221 s -0.100
2022-11-15 02:27 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.396 s 0.102
2022-11-15 02:28 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.539 s -0.461
2022-11-15 02:28 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.798 s 0.125
2022-11-15 02:28 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.279 s -0.712
2022-11-15 02:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.618 s 0.695
2022-11-15 02:37 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.318 s -0.447
2022-11-15 02:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.362 s -0.320
2022-11-15 02:42 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.845 s -0.647
2022-11-15 02:46 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.340 s -0.266
2022-11-15 02:46 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.318 s -0.159
2022-11-15 02:59 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.311 s -0.607
2022-11-15 03:08 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.353 s 0.400
2022-11-15 02:39 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.808 s -0.269
2022-11-15 02:43 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.236 s -0.238
2022-11-15 02:43 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.391 s 0.375
2022-11-15 02:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.290 s 0.369
2022-11-15 02:44 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.095 s 0.937
2022-11-15 02:47 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.715 s -0.477
2022-11-15 02:32 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.534 s -0.877
2022-11-15 02:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.245 s 0.104
2022-11-15 02:31 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.335 s -0.402
2022-11-15 02:31 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.485 s -0.447
2022-11-15 03:00 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.140 s 0.489
2022-11-15 02:30 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.427 s 0.064
2022-11-15 02:30 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.247 s -0.144
2022-11-15 02:43 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.046 s -0.081
2022-11-15 02:43 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.313 s -0.457
2022-11-15 03:01 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.033 s 0.037
2022-11-15 03:27 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.349 s -0.381
2022-11-15 03:27 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.267 s -0.072
2022-11-15 02:31 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.544 s 0.468
2022-11-15 02:53 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.314 s -0.464
2022-11-15 02:31 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.279 s 0.180
2022-11-15 03:15 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.962 s -0.562
2022-11-15 02:45 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.473 s 0.698
2022-11-15 03:15 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.529 s -0.252
2022-11-15 02:45 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.256 s -0.031
2022-11-15 03:07 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.303 s 0.263
2022-11-15 03:15 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.432 s 0.303
2022-11-15 02:44 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.882 s -0.266
2022-11-15 02:37 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.246 s -0.431
2022-11-15 02:43 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.264 s 0.034
2022-11-15 02:53 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.352 s -0.474
2022-11-15 03:00 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.507 s -1.187
2022-11-15 03:15 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.820 s 0.041
2022-11-15 02:35 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.263 s 0.893
2022-11-15 02:43 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.382 s -0.447
2022-11-15 02:37 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.539 s 0.250
2022-11-15 03:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.904 s 0.260
2022-11-15 02:53 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.254 s 0.001
2022-11-15 02:53 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.504 s 0.242
2022-11-15 03:07 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.536 s -0.539
2022-11-15 03:16 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.012 s -0.222
2022-11-15 02:46 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.473 s 0.386
2022-11-15 02:52 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.232 s 0.095
2022-11-15 02:54 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.749 s -0.121
2022-11-15 02:58 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.337 s 1.247
2022-11-15 02:59 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.397 s -0.474
2022-11-15 03:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.634 s 0.151
2022-11-15 03:07 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.404 s -0.409
2022-11-15 03:05 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.507 s 0.555
2022-11-15 03:08 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.342 s -0.140
2022-11-15 03:27 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.737 s -0.794
2022-11-15 02:46 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.266 s -0.257
2022-11-15 02:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.909 s 0.748
2022-11-15 03:07 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.306 s 0.181
2022-11-15 03:16 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.471 s 0.752
2022-11-15 03:26 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.229 s 0.400
2022-11-15 03:26 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.310 s -0.397
2022-11-15 03:14 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.596 s -0.663
2022-11-15 03:23 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.446 s 0.453
2022-11-15 03:26 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.238 s -0.146
2022-11-15 03:00 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.607 s -0.875
2022-11-15 02:52 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.418 s -0.794
2022-11-15 02:59 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.150 s 0.094
2022-11-15 03:26 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.705 s 0.294
2022-11-15 03:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.077 s 0.084
2022-11-15 03:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.387 s 0.605