Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 08:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.233 s 0.094
2022-11-15 08:52 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.291 s 0.163
2022-11-15 08:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.350 s 0.358
2022-11-15 08:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.336 s 0.078
2022-11-15 08:52 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.220 s 0.447
2022-11-15 08:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.796 s 0.150
2022-11-15 09:04 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.415 s -1.004
2022-11-15 09:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.398 s -0.183
2022-11-15 09:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.338 s -0.722
2022-11-15 09:05 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.451 s 0.633
2022-11-15 09:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.324 s -0.084
2022-11-15 09:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.410 s 0.042
2022-11-15 09:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.403 s 0.336
2022-11-15 09:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.533 s 0.067
2022-11-15 09:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.901 s 0.684
2022-11-15 09:08 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.359 s 0.579
2022-11-15 09:08 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.434 s -0.534
2022-11-15 09:08 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.272 s -0.045
2022-11-15 09:08 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.262 s 0.291
2022-11-15 09:08 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.321 s 0.215
2022-11-15 09:09 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.372 s -0.194
2022-11-15 09:09 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.778 s -0.144
2022-11-15 09:14 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.306 s -0.649
2022-11-15 09:15 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.237 s -0.546
2022-11-15 09:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.298 s -0.244
2022-11-15 09:15 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.328 s 0.682
2022-11-15 09:15 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.243 s -0.141
2022-11-15 09:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.312 s -0.070
2022-11-15 09:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.339 s -0.173
2022-11-15 09:16 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.448 s 0.120
2022-11-15 09:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.300 s -0.022
2022-11-15 09:20 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.264 s -0.533
2022-11-15 09:33 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.335 s 0.325
2022-11-15 09:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.431 s -0.216
2022-11-15 09:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.380 s 0.046
2022-11-15 09:21 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.554 s 0.269
2022-11-15 09:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.309 s 0.034
2022-11-15 09:27 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.905 s -0.311
2022-11-15 09:27 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.194 s -0.247
2022-11-15 09:32 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.504 s -0.580
2022-11-15 09:33 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.416 s -0.432
2022-11-15 09:28 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.221 s 0.077
2022-11-15 09:32 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.019 s 0.063
2022-11-15 09:28 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.193 s -0.052
2022-11-15 09:29 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.710 s -0.409
2022-11-15 09:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.379 s 0.361
2022-11-15 09:27 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.088 s 0.065
2022-11-15 09:40 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.520 s -0.513
2022-11-15 09:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.857 s -0.428
2022-11-15 09:33 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.334 s -0.141
2022-11-15 09:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.295 s 0.068
2022-11-15 09:27 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.264 s -0.186
2022-11-15 09:28 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.307 s -0.343
2022-11-15 09:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.874 s -0.095
2022-11-15 09:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.006 s -0.161
2022-11-15 09:39 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.372 s 0.537
2022-11-15 09:39 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.467 s -0.044
2022-11-15 09:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.417 s 0.129
2022-11-15 09:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.462 s -0.287
2022-11-15 09:33 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.452 s 0.191
2022-11-15 09:46 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.347 s 0.051
2022-11-15 10:01 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.001 s -1.112
2022-11-15 09:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.398 s -0.039
2022-11-15 09:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.303 s 0.064
2022-11-15 09:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.490 s -0.287
2022-11-15 09:59 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.183 s -0.134
2022-11-15 10:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.415 s -0.833
2022-11-15 09:41 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.939 s -0.729
2022-11-15 09:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.527 s -0.001
2022-11-15 09:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.344 s 0.558
2022-11-15 09:39 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.645 s -0.442
2022-11-15 09:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.796 s 0.493
2022-11-15 09:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.392 s -0.013
2022-11-15 10:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.076 s 0.225
2022-11-15 10:03 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.644 s 0.263
2022-11-15 10:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.285 s -1.245
2022-11-15 09:38 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.072 s 0.131
2022-11-15 09:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.367 s -0.079
2022-11-15 10:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.251 s -0.469
2022-11-15 09:40 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.392 s -0.740
2022-11-15 09:40 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.422 s 0.525
2022-11-15 10:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.337 s -0.844
2022-11-15 10:02 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.325 s -0.183
2022-11-15 10:04 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.089 s -0.451
2022-11-15 09:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.426 s -0.543
2022-11-15 10:02 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.245 s -0.451
2022-11-15 10:11 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.536 s -0.237
2022-11-15 09:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.860 s -0.385
2022-11-15 10:03 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.370 s -0.272
2022-11-15 09:46 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.107 s -0.601
2022-11-15 09:46 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.320 s -0.323
2022-11-15 10:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.700 s -0.370
2022-11-15 10:11 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.267 s -0.326
2022-11-15 09:59 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.167 s 0.256
2022-11-15 10:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.395 s 0.187
2022-11-15 10:08 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.576 s 0.032
2022-11-15 10:03 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.496 s -0.198
2022-11-15 10:10 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.218 s 0.123
2022-11-15 10:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.159 s 0.204
2022-11-15 10:10 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.293 s 0.016
2022-11-15 10:11 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.809 s -0.827
2022-11-15 10:11 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.398 s -0.047
2022-11-15 10:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.656 s -0.073
2022-11-15 10:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.248 s -0.140
2022-11-15 10:19 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.232 s 1.577
2022-11-15 10:20 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.243 s 0.102
2022-11-15 10:25 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.824 s 0.438
2022-11-15 10:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.446 s -0.289
2022-11-15 10:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.335 s -0.406
2022-11-15 10:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.281 s -0.111
2022-11-15 10:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.489 s -0.613
2022-11-15 10:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.549 s 0.014
2022-11-15 10:26 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s -0.045
2022-11-15 10:26 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.269 s -0.557
2022-11-15 10:28 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.496 s 0.100
2022-11-15 10:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.505 s 0.163
2022-11-15 10:44 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.031 s 0.096
2022-11-15 10:29 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.339 s -0.164
2022-11-15 10:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.519 s 0.049
2022-11-15 10:27 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.888 s -0.399
2022-11-15 10:35 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.357 s -0.390
2022-11-15 10:42 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.161 s -0.404
2022-11-15 10:22 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.295 s -0.304
2022-11-15 10:29 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.505 s -1.032
2022-11-15 10:36 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.233 s 0.085
2022-11-15 10:43 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.396 s -0.400
2022-11-15 10:21 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.246 s 0.019
2022-11-15 10:27 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.392 s 0.254
2022-11-15 10:30 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.729 s -1.064
2022-11-15 10:30 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.320 s -0.388
2022-11-15 10:44 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.163 s -0.177
2022-11-15 10:22 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.834 s -1.191
2022-11-15 10:26 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.307 s -0.083
2022-11-15 10:28 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.108 s 0.468
2022-11-15 10:36 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.350 s -0.339
2022-11-15 10:20 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.568 s -0.138
2022-11-15 10:21 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.317 s -0.296
2022-11-15 10:21 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.366 s -0.547
2022-11-15 10:26 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.076 s -0.431
2022-11-15 10:29 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.274 s -1.366
2022-11-15 10:36 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.312 s -0.249
2022-11-15 10:41 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.354 s 0.979
2022-11-15 10:42 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.309 s -0.368
2022-11-15 10:43 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.496 s -0.247
2022-11-15 10:34 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.918 s -0.218
2022-11-15 10:26 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.378 s -0.135
2022-11-15 10:29 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.260 s -0.470
2022-11-15 10:37 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.751 s -0.232
2022-11-15 10:36 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.257 s -0.303
2022-11-15 10:43 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.610 s -1.038
2022-11-15 11:00 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.030 s -0.532
2022-11-15 10:48 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.506 s 0.536
2022-11-15 10:50 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.304 s 0.104
2022-11-15 10:50 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.398 s 0.005
2022-11-15 10:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.437 s -0.142
2022-11-15 10:50 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.307 s 0.082
2022-11-15 10:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.912 s -0.501
2022-11-15 11:06 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.774 s -0.201
2022-11-15 10:50 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.726 s -0.590
2022-11-15 10:50 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.527 s -0.116
2022-11-15 10:51 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.338 s 0.169
2022-11-15 10:51 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.361 s -0.432
2022-11-15 10:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.816 s 0.234
2022-11-15 11:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.239 s -0.235
2022-11-15 10:58 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.526 s -0.085
2022-11-15 11:09 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.233 s -0.281
2022-11-15 11:10 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.351 s -0.530
2022-11-15 10:58 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.499 s 0.140
2022-11-15 10:58 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.948 s -0.081
2022-11-15 10:59 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.517 s 0.284
2022-11-15 11:09 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.309 s -0.364
2022-11-15 11:09 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.819 s 0.050
2022-11-15 11:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.266 s 0.096
2022-11-15 11:10 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.727 s -0.486
2022-11-15 11:11 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.394 s -0.270
2022-11-15 11:12 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.090 s -0.480