Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-19 20:56 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.363 s 0.941
2023-01-19 20:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.342 s -2.007
2023-01-19 20:59 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.281 s -1.630
2023-01-19 20:56 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.913 s -0.945
2023-01-19 20:52 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.874 s -1.525
2023-01-19 20:51 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.249 s -1.303
2023-01-19 20:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.442 s -2.043
2023-01-19 20:51 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.322 s -1.298
2023-01-19 20:52 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.390 s -1.357
2023-01-19 20:58 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.571 s -1.895
2023-01-19 20:52 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.255 s -1.208
2023-01-19 20:52 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.362 s -1.446
2023-01-19 20:58 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.944 s -1.162
2023-01-19 20:59 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.291 s -1.760
2023-01-19 21:00 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.387 s -1.440
2023-01-19 20:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.353 s -2.364
2023-01-19 20:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.429 s -2.123
2023-01-19 21:00 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.402 s -1.703
2023-01-19 20:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.428 s -2.067
2023-01-19 20:59 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.466 s -0.646
2023-01-19 21:00 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.816 s -1.134
2023-01-19 20:59 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.351 s -1.333
2023-01-19 21:05 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.285 s 0.143
2023-01-19 21:05 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.699 s -0.558
2023-01-19 21:06 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.312 s -0.964
2023-01-19 21:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.243 s -0.743
2023-01-19 21:06 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.255 s -1.274
2023-01-19 21:06 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.334 s -1.483
2023-01-19 21:07 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.347 s -0.750
2023-01-19 21:07 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.464 s -0.405
2023-01-19 21:11 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.255 s 0.400
2023-01-19 21:11 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.580 s -0.105
2023-01-19 21:12 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.313 s -1.475
2023-01-19 21:12 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.398 s -1.059
2023-01-19 21:12 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.451 s -1.044
2023-01-19 21:12 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.321 s -1.393
2023-01-19 21:13 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.405 s -1.525
2023-01-19 21:13 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.868 s -0.473
2023-01-19 21:17 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.914 s -0.385
2023-01-19 21:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.203 s -1.408
2023-01-19 21:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.288 s -2.178
2023-01-19 21:18 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.055 s 0.327
2023-01-19 21:19 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.204 s -1.594
2023-01-19 21:19 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.324 s -1.545
2023-01-19 21:19 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.728 s -0.865
2023-01-19 21:19 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.231 s -1.252
2023-01-19 21:23 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.505 s 0.487
2023-01-19 21:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 4.989 s 0.215
2023-01-19 21:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.348 s -1.588
2023-01-19 21:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.353 s -1.423
2023-01-19 21:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.429 s -1.082
2023-01-19 21:25 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.436 s -1.582
2023-01-19 21:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.475 s -1.100
2023-01-19 21:25 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.900 s -0.882
2023-01-19 21:29 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.092 s -0.499
2023-01-19 21:30 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.609 s -0.610
2023-01-19 21:31 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.406 s -1.525
2023-01-19 21:30 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.402 s -1.798
2023-01-19 21:30 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.492 s -1.074
2023-01-19 21:31 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.537 s -0.898
2023-01-19 21:31 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.449 s -1.472
2023-01-19 21:32 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.952 s -0.900
2023-01-19 21:38 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.030 s -0.700
2023-01-19 21:36 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.822 s -0.643
2023-01-19 21:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.360 s -1.234
2023-01-19 21:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.414 s -1.039
2023-01-19 21:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.036 s 0.131
2023-01-19 21:38 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.474 s -0.889
2023-01-19 21:38 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.544 s -1.316
2023-01-19 21:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.329 s -1.475
2023-01-19 21:44 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.308 s -1.237
2023-01-19 21:45 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.322 s -2.020
2023-01-19 21:45 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.429 s -0.491
2023-01-19 21:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.343 s -1.018
2023-01-19 21:43 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.368 s -0.076
2023-01-19 21:44 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.382 s -0.798
2023-01-19 21:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.389 s -1.796
2023-01-19 22:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.410 s -1.355
2023-01-19 22:04 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.775 s -0.426
2023-01-19 21:44 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.456 s 0.431
2023-01-19 21:45 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.403 s -1.340
2023-01-19 21:46 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.875 s -0.481
2023-01-19 21:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.415 s -0.477
2023-01-19 21:52 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.407 s -1.176
2023-01-19 21:53 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.259 s -2.068
2023-01-19 21:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.129 s -1.223
2023-01-19 22:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.321 s -1.681
2023-01-19 21:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.264 s -2.023
2023-01-19 21:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.290 s -1.727
2023-01-19 21:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.520 s -1.366
2023-01-19 22:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.356 s -1.034
2023-01-19 22:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.512 s -0.944
2023-01-19 21:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.084 s -0.124
2023-01-19 21:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.349 s -1.701
2023-01-19 22:12 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.261 s -1.293
2023-01-19 22:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.878 s -0.755
2023-01-19 21:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.768 s -0.384
2023-01-19 21:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.688 s -1.933
2023-01-19 22:03 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.337 s -1.164
2023-01-19 22:05 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.303 s -1.919
2023-01-19 21:50 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.161 s -0.202
2023-01-19 21:59 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.732 s -0.656
2023-01-19 22:01 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.236 s -2.422
2023-01-19 22:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.834 s -1.229
2023-01-19 22:05 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.578 s -0.285
2023-01-19 21:52 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.002 s -0.515
2023-01-19 21:52 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.068 s 0.600
2023-01-19 22:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.436 s -0.481
2023-01-19 22:12 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.333 s -0.939
2023-01-19 22:12 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.386 s -1.543
2023-01-19 22:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.566 s -1.473
2023-01-19 22:05 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.272 s -2.047
2023-01-19 22:06 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.544 s -0.264
2023-01-19 22:10 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.373 s -0.068
2023-01-19 22:12 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.797 s -0.430
2023-01-19 22:13 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.860 s -1.527
2023-01-19 22:06 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.577 s -1.040
2023-01-19 22:12 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.258 s -1.220
2023-01-19 22:13 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.312 s -1.682
2023-01-19 22:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.273 s -0.993
2023-01-19 22:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.035 s 0.093
2023-01-19 22:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.243 s -1.001
2023-01-19 22:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.317 s -0.729
2023-01-19 22:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.388 s -0.504
2023-01-19 22:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.396 s -0.663
2023-01-19 22:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.877 s 0.274
2023-01-19 22:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.085 s 0.727
2023-01-19 22:20 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.527 s -0.210
2023-01-19 22:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.272 s -1.734
2023-01-19 22:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.283 s -1.874
2023-01-19 22:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.357 s -1.012
2023-01-19 22:21 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.335 s -1.621
2023-01-19 22:21 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.554 s -2.390
2023-01-19 22:21 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.709 s 0.379
2023-01-19 22:25 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.931 s -0.736
2023-01-19 22:27 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.242 s -1.262
2023-01-19 22:28 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.263 s -1.251
2023-01-19 22:27 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.444 s -0.324
2023-01-19 22:27 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.327 s -1.437
2023-01-19 22:28 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.361 s -0.593
2023-01-19 22:28 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.524 s -0.280
2023-01-19 22:28 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.768 s 0.050
2023-01-19 22:36 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.069 s -0.066
2023-01-19 22:35 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.183 s -0.040
2023-01-19 22:33 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.822 s -0.732
2023-01-19 22:34 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.423 s -1.866
2023-01-19 22:34 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.304 s -0.732
2023-01-19 22:35 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.630 s -1.152
2023-01-19 22:34 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.333 s -2.280
2023-01-19 22:34 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.521 s -1.169
2023-01-19 22:40 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.714 s 0.512
2023-01-19 22:41 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.828 s 0.168
2023-01-19 22:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.321 s -2.411
2023-01-19 22:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.421 s -1.590
2023-01-19 22:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.553 s -1.175
2023-01-19 22:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.324 s -2.235
2023-01-19 22:43 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.375 s -2.339
2023-01-19 22:43 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.364 s -0.244
2023-01-19 22:47 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.939 s -2.627
2023-01-19 22:49 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.777 s -0.565
2023-01-19 22:50 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.471 s -1.299
2023-01-19 22:50 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.567 s -1.393
2023-01-19 22:50 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.848 s -0.217
2023-01-19 22:50 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 1.005 s -1.200
2023-01-19 22:51 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.645 s 0.188
2023-01-19 22:51 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.052 s -0.430
2023-01-19 22:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 41.279 s -0.242
2023-01-19 23:01 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.247 s -1.524
2023-01-19 23:01 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 55.796 s -0.067
2023-01-19 23:02 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.323 s -1.028
2023-01-19 23:02 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.253 s -1.337
2023-01-19 23:02 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.361 s -0.739
2023-01-19 23:02 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.280 s -1.041
2023-01-19 23:02 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.753 s -0.617
2023-01-19 23:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.144 s -0.972
2023-01-19 23:03 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.407 s -0.744