Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 22:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.238 s -1.516
2022-11-23 22:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.410 s -0.793
2022-11-23 22:42 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.858 s -1.075
2022-11-23 22:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.244 s -1.308
2022-11-23 22:45 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.373 s 0.622
2022-11-23 22:46 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.835 s -1.053
2022-11-23 22:42 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.346 s -1.043
2022-11-23 22:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.317 s -1.164
2022-11-23 22:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.385 s -1.320
2022-11-23 22:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.337 s -0.860
2022-11-23 22:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.326 s -0.538
2022-11-23 22:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.411 s -0.787
2022-11-23 22:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.432 s -1.437
2022-11-23 22:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.560 s -1.336
2022-11-23 22:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.463 s -0.983
2022-11-23 22:48 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.912 s -0.571
2022-11-23 22:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.275 s -1.466
2022-11-23 22:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.347 s -1.419
2022-11-23 22:49 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.283 s -1.375
2022-11-23 23:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.406 s -0.622
2022-11-23 22:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.388 s -1.163
2022-11-23 22:50 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.385 s -1.778
2022-11-23 22:50 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.812 s -1.257
2022-11-23 22:54 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.286 s 0.202
2022-11-23 22:56 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.321 s -0.815
2022-11-23 22:55 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.768 s -0.794
2022-11-23 22:55 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.234 s -0.402
2022-11-23 22:55 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.302 s -0.516
2022-11-23 22:55 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.246 s -0.869
2022-11-23 22:56 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.460 s -0.501
2022-11-23 22:56 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.339 s -0.324
2022-11-23 23:02 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.310 s -0.356
2022-11-23 23:01 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.567 s -0.378
2022-11-23 23:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.388 s -0.563
2022-11-23 23:01 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.248 s 0.230
2022-11-23 23:02 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.445 s -1.158
2022-11-23 23:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.316 s -0.966
2022-11-23 23:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.338 s -0.911
2022-11-23 23:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.308 s -1.295
2022-11-23 23:02 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.388 s -0.685
2022-11-23 23:02 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.869 s -0.800
2022-11-23 23:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.268 s -0.426
2022-11-23 23:14 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.884 s -0.352
2022-11-23 23:07 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.905 s -0.801
2022-11-23 23:13 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.047 s -0.021
2022-11-23 23:14 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.345 s -1.092
2022-11-23 23:07 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.133 s -0.580
2022-11-23 23:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.195 s -0.316
2022-11-23 23:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.198 s -1.036
2022-11-23 23:12 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.494 s 0.508
2022-11-23 23:14 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.420 s -0.348
2022-11-23 23:09 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.725 s -0.899
2022-11-23 23:09 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.223 s -0.387
2022-11-23 23:14 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.464 s -0.522
2022-11-23 23:13 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.425 s -0.969
2022-11-23 23:19 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.072 s -0.279
2022-11-23 23:20 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.384 s -0.407
2022-11-23 23:20 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.520 s -0.465
2022-11-23 23:19 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.766 s -3.530
2022-11-23 23:20 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.473 s -0.456
2022-11-23 23:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.437 s -1.885
2022-11-23 23:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.938 s -0.624
2022-11-23 23:20 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.382 s -1.007
2022-11-23 23:26 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.806 s -0.844
2022-11-23 23:26 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.093 s -0.550
2022-11-23 23:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.316 s -0.195
2022-11-23 23:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.348 s -0.395
2022-11-23 23:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.462 s -0.224
2022-11-23 23:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.535 s -1.081
2022-11-23 23:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.021 s -0.723
2022-11-23 23:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.275 s -0.220
2022-11-23 23:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.335 s -0.213
2022-11-23 23:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.332 s -0.634
2022-11-23 23:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.808 s -0.642
2022-11-23 23:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.559 s -1.067
2022-11-23 23:34 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.520 s -1.169
2022-11-23 23:35 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.867 s -0.328
2022-11-23 23:44 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.503 s -0.591
2022-11-23 23:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.404 s -0.936
2022-11-23 23:34 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.430 s -0.824
2022-11-23 23:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.951 s 0.054
2022-11-23 23:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.369 s -0.157
2022-11-23 23:35 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.396 s -0.670
2022-11-23 23:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.248 s -0.913
2022-11-23 23:33 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.374 s -1.697
2022-11-23 23:40 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.121 s 0.879
2022-11-23 23:52 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.545 s -0.679
2022-11-23 23:53 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.675 s -0.625
2022-11-23 23:34 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.298 s -0.414
2022-11-23 23:34 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.372 s -0.314
2022-11-23 23:45 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.085 s 0.072
2022-11-23 23:34 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.307 s -0.508
2022-11-23 23:40 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.183 s -1.013
2022-11-23 23:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.256 s -1.288
2022-11-23 23:51 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.298 s -0.285
2022-11-23 23:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.403 s -0.924
2022-11-23 23:51 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.219 s -0.101
2022-11-23 23:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.418 s -0.876
2022-11-23 23:43 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.713 s -0.497
2022-11-23 23:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.281 s -0.191
2022-11-23 23:44 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.653 s -0.515
2022-11-23 23:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.096 s -0.886
2022-11-23 23:51 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.235 s 0.027
2022-11-23 23:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.479 s -0.783
2022-11-23 23:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.479 s 0.147
2022-11-23 23:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.336 s -0.720
2022-11-23 23:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.249 s -0.338
2022-11-23 23:52 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.273 s -0.237
2022-11-23 23:49 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.584 s -0.144
2022-11-23 23:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.533 s -0.499
2022-11-24 00:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.285 s 0.489
2022-11-24 00:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.565 s 0.711
2022-11-24 00:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.247 s -0.616
2022-11-24 00:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.247 s -0.413
2022-11-24 00:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.318 s -0.311
2022-11-24 00:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.363 s -0.207
2022-11-24 00:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.295 s -0.488
2022-11-24 00:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.805 s 0.194
2022-11-24 00:06 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.826 s 0.145
2022-11-24 00:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.386 s -0.590
2022-11-24 00:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.237 s -0.461
2022-11-24 00:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.267 s -0.440
2022-11-24 00:18 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.352 s -0.412
2022-11-24 00:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.310 s -0.234
2022-11-24 00:07 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.099 s -0.665
2022-11-24 00:11 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.323 s -0.771
2022-11-24 00:15 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.922 s -0.700
2022-11-24 00:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.884 s -0.214
2022-11-24 00:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.392 s -0.398
2022-11-24 00:18 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.752 s -0.088
2022-11-24 00:17 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.313 s -0.232
2022-11-24 00:09 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.144 s -1.362
2022-11-24 00:11 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.506 s -0.656
2022-11-24 00:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.311 s -0.562
2022-11-24 00:17 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.257 s -0.422
2022-11-24 00:10 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.514 s -0.273
2022-11-24 00:10 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.259 s -0.479
2022-11-24 00:11 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.735 s -0.842
2022-11-24 00:17 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.301 s 0.401
2022-11-24 00:17 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.236 s -0.433
2022-11-24 00:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.400 s -0.551
2022-11-24 00:32 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.310 s -0.407
2022-11-24 00:10 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.343 s -0.421
2022-11-24 00:10 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.268 s -0.576
2022-11-24 00:24 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.171 s -0.445
2022-11-24 00:31 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.771 s -1.263
2022-11-24 00:25 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.071 s -1.040
2022-11-24 00:32 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.411 s -0.753
2022-11-24 00:33 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.362 s -1.005
2022-11-24 00:40 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.833 s -1.014
2022-11-24 00:39 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.440 s 1.085
2022-11-24 00:18 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.522 s -1.090
2022-11-24 00:30 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.682 s -1.104
2022-11-24 00:32 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.307 s -0.430
2022-11-24 00:25 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.182 s -0.999
2022-11-24 00:40 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.536 s -0.557
2022-11-24 00:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.502 s -0.851
2022-11-24 00:23 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.495 s -2.179
2022-11-24 00:25 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.616 s -1.087
2022-11-24 00:33 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.366 s -1.584
2022-11-24 00:40 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.974 s -0.899
2022-11-24 00:32 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.545 s -0.780
2022-11-24 00:39 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.438 s -0.530
2022-11-24 00:37 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.906 s -0.055
2022-11-24 00:41 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.633 s -1.115
2022-11-24 00:41 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.064 s -0.790
2022-11-24 00:53 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.392 s -0.037
2022-11-24 00:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.081 s 0.513
2022-11-24 00:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.955 s -1.102
2022-11-24 00:51 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.310 s -0.327
2022-11-24 00:52 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.244 s -1.087
2022-11-24 00:52 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.721 s -0.079
2022-11-24 00:51 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.264 s -1.326
2022-11-24 00:51 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.231 s -0.037
2022-11-24 00:52 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.267 s -0.219
2022-11-24 00:52 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.353 s -0.563