Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 20:00 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.381 s -1.302
2022-11-23 19:52 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.862 s -1.240
2022-11-23 19:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.338 s -0.925
2022-11-23 19:51 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.390 s -1.671
2022-11-23 19:51 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.239 s -1.674
2022-11-23 19:56 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.845 s -1.160
2022-11-23 19:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.569 s -1.992
2022-11-23 19:51 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.242 s -1.075
2022-11-23 19:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.367 s 0.929
2022-11-23 19:51 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.317 s -1.255
2022-11-23 19:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.418 s -1.416
2022-11-23 19:58 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.919 s -1.210
2022-11-23 19:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.276 s -1.621
2022-11-23 19:59 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.280 s -1.065
2022-11-23 19:59 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.385 s -1.060
2022-11-23 19:58 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.490 s -1.868
2022-11-23 19:59 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.349 s -1.669
2022-11-23 20:11 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.562 s -0.169
2022-11-23 19:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.335 s -1.642
2022-11-23 20:05 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.749 s -0.761
2022-11-23 19:52 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.344 s -0.924
2022-11-23 20:06 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.318 s -0.621
2022-11-23 20:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.313 s -0.730
2022-11-23 20:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.270 s -0.691
2022-11-23 20:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.460 s -0.238
2022-11-23 19:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.433 s -1.613
2022-11-23 19:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.419 s -1.751
2022-11-23 20:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.423 s -0.702
2022-11-23 20:11 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.311 s -1.692
2022-11-23 20:30 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.646 s -0.385
2022-11-23 20:00 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.819 s -1.560
2022-11-23 20:11 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.256 s -0.263
2022-11-23 20:04 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.290 s 0.052
2022-11-23 20:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.199 s -1.202
2022-11-23 20:22 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.498 s 0.022
2022-11-23 20:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.301 s -0.499
2022-11-23 20:17 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.138 s -0.747
2022-11-23 20:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.337 s -0.781
2022-11-23 20:30 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.478 s -0.868
2022-11-23 20:12 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.314 s -0.867
2022-11-23 20:19 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.224 s -0.522
2022-11-23 20:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.391 s -0.795
2022-11-23 20:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.196 s -0.567
2022-11-23 20:06 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.465 s -0.860
2022-11-23 20:23 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.425 s -0.994
2022-11-23 20:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.238 s -1.098
2022-11-23 20:06 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.340 s -0.521
2022-11-23 20:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.245 s -0.643
2022-11-23 20:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.341 s -0.668
2022-11-23 20:12 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.387 s -0.548
2022-11-23 20:13 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.865 s -0.627
2022-11-23 20:17 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.911 s -1.407
2022-11-23 20:31 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.434 s -1.443
2022-11-23 20:12 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.437 s -0.515
2022-11-23 20:30 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.378 s -0.572
2022-11-23 20:19 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.730 s -1.152
2022-11-23 20:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.079 s -0.753
2022-11-23 20:25 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.893 s -0.792
2022-11-23 20:36 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.812 s -1.437
2022-11-23 20:31 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.950 s -1.221
2022-11-23 20:29 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.068 s 0.072
2022-11-23 20:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.352 s -0.933
2022-11-23 20:30 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.390 s -1.112
2022-11-23 20:30 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.528 s -1.112
2022-11-23 20:36 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.077 s -0.044
2022-11-23 20:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.322 s -0.964
2022-11-23 20:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.468 s -0.738
2022-11-23 20:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.407 s -0.711
2022-11-23 20:38 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.539 s -1.547
2022-11-23 20:38 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.021 s -0.758
2022-11-23 20:43 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.369 s -1.342
2022-11-23 20:44 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.519 s -1.188
2022-11-23 20:44 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.302 s -0.926
2022-11-23 20:44 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.374 s -0.532
2022-11-23 20:44 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.306 s -0.401
2022-11-23 20:44 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.425 s -0.472
2022-11-23 20:45 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.395 s -0.544
2022-11-23 20:45 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.876 s -0.666
2022-11-23 20:53 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.248 s -0.979
2022-11-23 20:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.283 s -1.351
2022-11-23 20:52 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.938 s 0.193
2022-11-23 20:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.415 s -0.707
2022-11-23 20:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.506 s -0.775
2022-11-23 20:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.655 s -0.724
2022-11-23 20:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.729 s -0.914
2022-11-23 20:50 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.177 s -0.632
2022-11-23 20:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.344 s -1.437
2022-11-23 20:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.333 s -0.718
2022-11-23 20:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.401 s -0.611
2022-11-23 20:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.375 s -1.006
2022-11-23 20:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.252 s -0.670
2022-11-23 20:50 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.193 s -0.086
2022-11-23 20:52 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.098 s -1.035
2022-11-23 20:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.116 s -1.439
2022-11-23 20:59 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.609 s -1.145
2022-11-23 21:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.269 s -0.401
2022-11-23 21:01 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.302 s -0.644
2022-11-23 21:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.808 s -0.660
2022-11-23 21:01 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.224 s -0.858
2022-11-23 21:05 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.501 s -1.227
2022-11-23 21:06 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.536 s -0.672
2022-11-23 21:12 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.246 s -0.592
2022-11-23 21:12 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.324 s -0.887
2022-11-23 21:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.400 s -0.534
2022-11-23 21:10 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.335 s -1.116
2022-11-23 21:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.552 s -1.099
2022-11-23 21:12 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.590 s 0.248
2022-11-23 21:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.274 s -1.430
2022-11-23 21:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.130 s -0.745
2022-11-23 21:04 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.708 s -1.452
2022-11-23 21:06 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.560 s -1.221
2022-11-23 21:13 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.811 s -0.019
2022-11-23 21:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.290 s -0.781
2022-11-23 21:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.336 s -0.359
2022-11-23 21:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.489 s -0.427
2022-11-23 21:05 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.249 s -0.385
2022-11-23 21:05 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.283 s -0.572
2022-11-23 21:12 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.247 s -0.350
2022-11-23 21:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.271 s -0.973
2022-11-23 21:12 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.368 s -0.620
2022-11-23 21:13 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.296 s -0.655
2022-11-23 21:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.886 s -0.293
2022-11-23 21:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.397 s -1.027
2022-11-23 21:21 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.489 s -0.012
2022-11-23 21:22 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.728 s -0.554
2022-11-23 21:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s -0.906
2022-11-23 21:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.812 s 0.900
2022-11-23 21:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.082 s -0.347
2022-11-23 21:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.389 s -0.825
2022-11-23 21:20 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.542 s -0.897
2022-11-23 21:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.353 s -1.277
2022-11-23 21:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.240 s -0.885
2022-11-23 21:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.314 s -0.561
2022-11-23 21:21 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.328 s -1.531
2022-11-23 21:25 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.924 s -0.952
2022-11-23 21:27 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.319 s -0.733
2022-11-23 21:27 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.294 s 0.459
2022-11-23 21:27 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s -0.879
2022-11-23 21:28 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.262 s -1.227
2022-11-23 21:28 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.355 s -0.667
2022-11-23 21:28 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.532 s -1.875
2022-11-23 21:29 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.768 s -0.841
2022-11-23 21:33 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.467 s -1.634
2022-11-23 21:34 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.171 s -0.547
2022-11-23 21:35 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.506 s -1.480
2022-11-23 21:34 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.314 s -1.144
2022-11-23 21:34 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.407 s -1.239
2022-11-23 21:36 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.062 s -0.758
2022-11-23 21:35 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.612 s -0.873
2022-11-23 21:35 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.187 s -1.200
2022-11-23 21:43 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.358 s -0.390
2022-11-23 21:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.545 s -0.823
2022-11-23 21:40 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.779 s -1.987
2022-11-23 21:41 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.736 s -0.860
2022-11-23 21:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.310 s -0.777
2022-11-23 21:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.312 s -0.740
2022-11-23 21:50 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.542 s -1.014
2022-11-23 21:50 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.844 s -1.738
2022-11-23 21:51 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.728 s -2.341
2022-11-23 21:51 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.016 s 0.068
2022-11-23 21:43 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.359 s -0.838
2022-11-23 21:49 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.613 s -0.602
2022-11-23 21:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.410 s -0.644
2022-11-23 21:50 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.970 s -0.713
2022-11-23 21:47 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.909 s -0.364
2022-11-23 21:50 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.448 s -1.714
2022-11-23 22:02 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.361 s -1.187
2022-11-23 22:02 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.321 s -1.300
2022-11-23 22:02 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.251 s -2.245
2022-11-23 22:01 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.023 s -0.583
2022-11-23 22:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.091 s -0.014
2022-11-23 21:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 39.122 s -1.569
2022-11-23 22:01 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.241 s -1.827
2022-11-23 22:02 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.273 s -1.258
2022-11-23 22:02 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.732 s -0.417
2022-11-23 22:03 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.396 s -0.457