Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-22 21:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.234 s -0.189
2022-11-22 21:36 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.792 s 0.441
2022-11-22 21:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.351 s 0.418
2022-11-22 21:36 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.336 s -0.079
2022-11-22 21:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.300 s -0.241
2022-11-22 21:45 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.420 s -1.192
2022-11-22 21:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.402 s -0.305
2022-11-22 21:47 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.496 s 0.596
2022-11-22 21:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.330 s -0.994
2022-11-22 21:48 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.421 s -1.938
2022-11-22 21:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.339 s -1.181
2022-11-22 21:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.414 s -0.203
2022-11-22 21:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.534 s 0.072
2022-11-22 21:49 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.923 s -1.445
2022-11-22 21:49 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.451 s -0.691
2022-11-22 21:49 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.265 s -0.181
2022-11-22 21:50 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.333 s -0.471
2022-11-22 21:50 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.275 s -0.476
2022-11-22 21:50 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.371 s -0.120
2022-11-22 21:51 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.376 s -0.762
2022-11-22 21:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.460 s -0.516
2022-11-22 21:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.307 s -0.963
2022-11-22 22:16 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.893 s -0.760
2022-11-22 22:03 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.310 s -1.560
2022-11-22 22:10 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.229 s -1.326
2022-11-22 22:04 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.869 s -0.788
2022-11-22 22:02 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.287 s -1.879
2022-11-22 21:55 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.317 s -1.177
2022-11-22 21:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.319 s -0.650
2022-11-22 22:03 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.444 s -0.963
2022-11-22 21:56 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.243 s -1.779
2022-11-22 22:15 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.469 s -0.817
2022-11-22 21:51 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.781 s -0.041
2022-11-22 22:09 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.200 s -1.291
2022-11-22 22:10 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.317 s -1.013
2022-11-22 22:21 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.096 s -1.407
2022-11-22 21:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.470 s 0.310
2022-11-22 21:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.252 s -1.796
2022-11-22 21:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.343 s -0.854
2022-11-22 22:03 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.579 s -0.940
2022-11-22 22:03 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.322 s -1.842
2022-11-22 22:08 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.918 s -1.602
2022-11-22 22:10 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.201 s -1.338
2022-11-22 22:03 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.394 s -1.022
2022-11-22 22:11 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.722 s -0.777
2022-11-22 22:15 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.049 s -0.065
2022-11-22 22:15 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.427 s -1.086
2022-11-22 22:09 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.140 s -0.700
2022-11-22 22:09 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.272 s -0.791
2022-11-22 22:04 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.403 s -2.312
2022-11-22 22:15 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.350 s -2.271
2022-11-22 22:14 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.517 s -1.731
2022-11-22 22:15 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.356 s -2.406
2022-11-22 22:16 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.435 s -1.928
2022-11-22 22:22 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.487 s -1.403
2022-11-22 22:21 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.736 s -2.732
2022-11-22 22:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.382 s -0.856
2022-11-22 22:22 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.526 s -0.912
2022-11-22 22:22 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.394 s -1.468
2022-11-22 22:23 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.437 s -1.663
2022-11-22 22:23 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.945 s -0.902
2022-11-22 22:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.408 s -0.761
2022-11-22 22:29 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.355 s -1.164
2022-11-22 22:29 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.469 s -0.767
2022-11-22 22:30 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.025 s -0.863
2022-11-22 22:29 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.537 s -1.210
2022-11-22 22:36 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.317 s -1.662
2022-11-22 22:27 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.814 s -1.357
2022-11-22 22:34 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.371 s -0.956
2022-11-22 22:43 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.406 s -1.180
2022-11-22 22:35 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.306 s -1.420
2022-11-22 22:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.261 s -2.087
2022-11-22 22:37 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.858 s -0.000
2022-11-22 22:45 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.332 s -0.660
2022-11-22 22:45 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.507 s -0.846
2022-11-22 22:28 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.093 s -0.512
2022-11-22 22:37 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.402 s -1.351
2022-11-22 22:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.336 s -0.712
2022-11-22 22:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.492 s -0.149
2022-11-22 22:41 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.196 s -1.758
2022-11-22 22:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.283 s -1.382
2022-11-22 22:43 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.428 s -1.464
2022-11-22 22:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.324 s -1.208
2022-11-22 22:45 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.728 s -0.752
2022-11-22 22:36 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.432 s -0.901
2022-11-22 22:42 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.106 s 0.999
2022-11-22 22:36 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.387 s -1.469
2022-11-22 22:44 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.100 s -0.862
2022-11-22 22:43 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.959 s -0.122
2022-11-22 22:45 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.251 s -1.398
2022-11-22 22:45 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.378 s -1.305
2022-11-22 22:46 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.657 s -0.876
2022-11-22 22:46 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.091 s -0.199
2022-11-22 22:51 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.657 s -2.318
2022-11-22 22:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.274 s -0.444
2022-11-22 22:53 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.403 s -0.853
2022-11-22 22:57 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.293 s -2.078
2022-11-22 22:53 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s -0.772
2022-11-22 22:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.306 s -0.957
2022-11-22 22:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.818 s -1.734
2022-11-22 23:05 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.825 s -0.479
2022-11-22 22:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.541 s -0.405
2022-11-22 23:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.249 s -1.186
2022-11-22 22:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.287 s -0.702
2022-11-22 23:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.367 s -1.623
2022-11-22 23:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.323 s -0.822
2022-11-22 23:04 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.368 s -0.708
2022-11-22 22:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.254 s -1.048
2022-11-22 22:56 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.569 s -2.314
2022-11-22 22:57 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.566 s -1.780
2022-11-22 23:03 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.734 s -2.034
2022-11-22 22:57 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.489 s -0.451
2022-11-22 22:58 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.547 s -1.305
2022-11-22 22:55 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.705 s -1.128
2022-11-22 23:04 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.254 s -1.610
2022-11-22 22:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.339 s -0.577
2022-11-22 23:04 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.303 s -1.626
2022-11-22 23:08 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.836 s -0.367
2022-11-22 23:09 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.242 s -1.231
2022-11-22 23:09 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.059 s 0.105
2022-11-22 23:09 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.319 s -0.892
2022-11-22 23:10 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.394 s -0.603
2022-11-22 23:09 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.274 s -1.520
2022-11-22 23:09 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.383 s -0.410
2022-11-22 23:11 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.141 s -0.955
2022-11-22 23:10 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.875 s -0.021
2022-11-22 23:11 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.530 s -0.558
2022-11-22 23:12 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.348 s -0.790
2022-11-22 23:12 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.490 s -0.087
2022-11-22 23:12 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.260 s -0.668
2022-11-22 23:12 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.270 s -0.844
2022-11-22 23:13 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.325 s -1.131
2022-11-22 23:19 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.319 s -0.702
2022-11-22 23:13 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.733 s -0.785
2022-11-22 23:19 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.258 s -0.693
2022-11-22 23:17 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.926 s -1.023
2022-11-22 23:19 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.355 s -0.670
2022-11-22 23:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.335 s 0.181
2022-11-22 23:27 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.189 s -1.072
2022-11-22 23:26 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.598 s -0.156
2022-11-22 23:19 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.241 s -1.250
2022-11-22 23:26 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.400 s -0.644
2022-11-22 23:27 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.075 s -1.150
2022-11-22 23:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.516 s -0.615
2022-11-22 23:25 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.413 s -0.388
2022-11-22 23:31 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.765 s -1.559
2022-11-22 23:35 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.362 s -0.985
2022-11-22 23:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.739 s 0.425
2022-11-22 23:33 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.316 s -1.654
2022-11-22 23:39 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.915 s -0.948
2022-11-22 23:33 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.816 s -1.394
2022-11-22 23:25 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.165 s -0.146
2022-11-22 23:26 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.314 s -1.161
2022-11-22 23:41 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.446 s -1.507
2022-11-22 23:26 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.508 s -1.473
2022-11-22 23:34 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.323 s -2.075
2022-11-22 23:33 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.412 s -0.786
2022-11-22 23:42 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.970 s -0.708
2022-11-22 23:34 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.543 s -0.692
2022-11-22 23:41 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.536 s -0.618
2022-11-22 23:41 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.668 s -1.071
2022-11-22 23:50 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.961 s -0.836
2022-11-22 23:34 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.367 s -1.617
2022-11-22 23:55 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.405 s -1.652
2022-11-22 23:43 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.642 s -1.086
2022-11-22 23:42 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.844 s -1.516
2022-11-22 23:53 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.240 s -1.617
2022-11-22 23:43 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.127 s -1.799
2022-11-22 23:53 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.355 s -0.753
2022-11-22 23:53 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.318 s -1.070
2022-11-22 23:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.733 s -0.462
2022-11-22 23:53 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.246 s -1.441
2022-11-22 23:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.270 s -0.831
2022-11-22 23:56 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.131 s -1.778
2022-11-22 23:53 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.515 s -1.502