Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-16 01:48 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.219 s 0.555
2022-11-16 01:49 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.226 s 0.672
2022-11-16 01:48 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.284 s 0.610
2022-11-16 01:49 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.796 s 0.221
2022-11-16 01:49 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.347 s 0.607
2022-11-16 01:49 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.330 s 0.593
2022-11-16 02:09 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.379 s 0.364
2022-11-16 01:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.373 s 0.697
2022-11-16 01:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.823 s -1.142
2022-11-16 02:02 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.230 s 1.647
2022-11-16 02:07 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.229 s 1.462
2022-11-16 01:54 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.309 s 1.439
2022-11-16 01:54 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.322 s 1.254
2022-11-16 01:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.315 s 0.665
2022-11-16 01:54 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.397 s 1.042
2022-11-16 01:54 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.379 s 1.158
2022-11-16 01:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.257 s 0.819
2022-11-16 02:02 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.272 s 1.625
2022-11-16 02:03 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.408 s 2.248
2022-11-16 01:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.414 s 0.201
2022-11-16 01:54 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.395 s 1.069
2022-11-16 01:54 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.525 s 0.502
2022-11-16 01:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.903 s 0.486
2022-11-16 02:03 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.325 s 1.557
2022-11-16 02:08 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.284 s 1.788
2022-11-16 01:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.360 s 1.086
2022-11-16 02:15 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.212 s 1.558
2022-11-16 02:09 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.824 s 0.967
2022-11-16 01:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.264 s 0.866
2022-11-16 01:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.758 s 0.745
2022-11-16 02:08 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.521 s 1.960
2022-11-16 02:02 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.703 s -0.624
2022-11-16 02:08 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.355 s 1.944
2022-11-16 01:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.360 s 0.545
2022-11-16 02:02 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.222 s 1.405
2022-11-16 02:08 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.293 s 1.858
2022-11-16 02:01 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.273 s 1.079
2022-11-16 02:02 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.286 s 1.738
2022-11-16 02:08 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.405 s 1.686
2022-11-16 02:13 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.895 s 0.460
2022-11-16 02:14 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.080 s 0.266
2022-11-16 02:14 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.185 s 1.225
2022-11-16 02:14 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.239 s 1.810
2022-11-16 02:14 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.185 s 1.208
2022-11-16 02:15 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.286 s 1.167
2022-11-16 02:15 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.669 s 1.232
2022-11-16 02:20 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.401 s 1.660
2022-11-16 02:19 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.317 s 1.525
2022-11-16 02:21 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.823 s 1.982
2022-11-16 02:19 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 4.997 s 0.536
2022-11-16 02:20 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.429 s 1.619
2022-11-16 02:26 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.366 s 1.813
2022-11-16 02:19 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.499 s 0.015
2022-11-16 02:19 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.385 s 1.694
2022-11-16 02:20 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.324 s 1.434
2022-11-16 02:25 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.611 s 0.068
2022-11-16 02:25 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.046 s 1.439
2022-11-16 02:26 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.362 s 1.366
2022-11-16 02:26 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.442 s 1.677
2022-11-16 02:26 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.490 s 1.498
2022-11-16 02:27 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.409 s 1.754
2022-11-16 02:27 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.884 s 1.460
2022-11-16 02:38 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.337 s 0.837
2022-11-16 02:32 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.034 s 0.460
2022-11-16 02:48 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.682 s 0.173
2022-11-16 02:33 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.438 s 1.481
2022-11-16 03:06 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.237 s 1.256
2022-11-16 02:39 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.348 s 1.252
2022-11-16 02:48 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.303 s 1.423
2022-11-16 02:31 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.788 s 1.088
2022-11-16 02:48 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.468 s 1.448
2022-11-16 02:39 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.429 s 0.728
2022-11-16 02:32 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.382 s 0.963
2022-11-16 02:40 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.401 s 1.050
2022-11-16 02:34 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.977 s 0.978
2022-11-16 02:40 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.375 s 1.631
2022-11-16 02:46 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.263 s 1.446
2022-11-16 02:48 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.231 s 1.478
2022-11-16 02:33 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.335 s 1.177
2022-11-16 02:33 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.513 s 1.218
2022-11-16 02:32 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.303 s 1.468
2022-11-16 02:48 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.353 s 1.694
2022-11-16 02:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.785 s 1.276
2022-11-16 03:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.508 s 0.816
2022-11-16 02:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.566 s 0.350
2022-11-16 02:56 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.381 s 2.102
2022-11-16 02:45 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.149 s 1.428
2022-11-16 02:47 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.066 s 0.647
2022-11-16 02:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.312 s 1.293
2022-11-16 03:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.442 s 1.694
2022-11-16 02:39 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.281 s 1.672
2022-11-16 02:46 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.235 s 1.761
2022-11-16 02:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.604 s 0.999
2022-11-16 03:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.280 s 0.486
2022-11-16 03:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.542 s 0.593
2022-11-16 02:40 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.820 s 1.193
2022-11-16 02:56 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.500 s 1.887
2022-11-16 02:46 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.853 s 1.217
2022-11-16 02:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.272 s -0.978
2022-11-16 02:40 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.289 s 1.565
2022-11-16 02:46 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.383 s 1.513
2022-11-16 02:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.384 s 0.913
2022-11-16 02:45 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.080 s 0.863
2022-11-16 02:46 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.308 s 1.420
2022-11-16 02:46 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.373 s 1.706
2022-11-16 02:49 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.638 s 0.865
2022-11-16 02:49 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.066 s 0.756
2022-11-16 02:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.269 s 1.590
2022-11-16 02:56 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.210 s 1.044
2022-11-16 02:56 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.281 s 0.930
2022-11-16 03:06 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.339 s 1.389
2022-11-16 02:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.202 s 1.699
2022-11-16 03:14 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.250 s 1.764
2022-11-16 03:15 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.303 s 1.949
2022-11-16 03:11 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.248 s 2.105
2022-11-16 02:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.234 s 1.749
2022-11-16 03:06 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.233 s 1.726
2022-11-16 03:07 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.283 s 1.382
2022-11-16 03:11 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.020 s 0.391
2022-11-16 03:10 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.808 s 1.267
2022-11-16 03:14 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.243 s 1.637
2022-11-16 03:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.220 s 1.925
2022-11-16 03:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.240 s 1.938
2022-11-16 03:07 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.758 s 1.538
2022-11-16 03:28 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.558 s 1.605
2022-11-16 03:06 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.296 s 1.383
2022-11-16 03:13 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.087 s 1.132
2022-11-16 03:06 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.619 s -0.789
2022-11-16 03:12 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.376 s 1.801
2022-11-16 03:13 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.449 s 1.367
2022-11-16 03:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.903 s 1.330
2022-11-16 03:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.484 s 1.582
2022-11-16 03:14 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.318 s 1.476
2022-11-16 03:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.709 s 1.754
2022-11-16 03:26 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.376 s 0.557
2022-11-16 03:11 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.285 s 1.402
2022-11-16 03:12 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.357 s 1.408
2022-11-16 03:11 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.219 s 1.837
2022-11-16 03:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.282 s 1.888
2022-11-16 03:15 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.709 s -0.159
2022-11-16 03:12 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.807 s 1.611
2022-11-16 03:14 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.437 s 2.080
2022-11-16 03:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.443 s -0.788
2022-11-16 03:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.320 s 1.737
2022-11-16 03:27 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.137 s 0.804
2022-11-16 03:27 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.297 s 0.857
2022-11-16 03:27 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.372 s 1.355
2022-11-16 03:27 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.482 s 1.062
2022-11-16 03:28 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.128 s 0.818
2022-11-16 03:28 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.008 s 0.861
2022-11-16 03:35 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.378 s 1.420
2022-11-16 03:42 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.500 s 1.732
2022-11-16 03:43 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.921 s 1.005
2022-11-16 03:32 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.510 s 0.467
2022-11-16 03:35 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.299 s 1.036
2022-11-16 03:44 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.934 s 1.346
2022-11-16 03:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.437 s 0.723
2022-11-16 03:34 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.291 s 1.644
2022-11-16 03:43 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.420 s 1.331
2022-11-16 03:35 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.348 s 1.078
2022-11-16 03:42 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.792 s 1.467
2022-11-16 03:35 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.488 s 1.804
2022-11-16 03:34 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.715 s -0.568
2022-11-16 03:40 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.894 s 1.280
2022-11-16 03:42 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.417 s 1.516
2022-11-16 03:36 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.324 s 1.058
2022-11-16 03:50 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.201 s 0.974
2022-11-16 03:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.283 s 1.581
2022-11-16 03:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.252 s 1.998
2022-11-16 03:53 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.811 s 0.060
2022-11-16 03:53 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.220 s 1.668
2022-11-16 03:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.224 s 1.698
2022-11-16 03:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.315 s 1.927
2022-11-16 03:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.650 s 1.935
2022-11-16 03:55 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.385 s 0.867
2022-11-16 03:56 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.078 s 0.170