Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-21 21:29 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.233 s -0.821
2022-11-21 21:29 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.379 s -1.135
2022-11-21 21:29 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.314 s -1.225
2022-11-21 21:29 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.241 s -0.726
2022-11-21 21:30 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.850 s -1.026
2022-11-21 21:30 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.347 s -0.982
2022-11-21 21:50 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.395 s -1.345
2022-11-21 21:35 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.413 s -0.819
2022-11-21 21:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.323 s -0.874
2022-11-21 21:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.375 s 0.737
2022-11-21 21:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.376 s -0.707
2022-11-21 22:08 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.493 s -1.809
2022-11-21 21:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.233 s -0.119
2022-11-21 21:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.243 s -0.269
2022-11-21 21:49 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.239 s 0.830
2022-11-21 22:14 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.086 s -0.095
2022-11-21 21:34 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.325 s -0.298
2022-11-21 21:55 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.904 s -0.353
2022-11-21 21:57 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.224 s -0.331
2022-11-21 22:01 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.341 s -0.421
2022-11-21 21:35 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.337 s -0.650
2022-11-21 21:37 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.395 s -1.776
2022-11-21 21:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.461 s -0.563
2022-11-21 21:56 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.317 s -1.025
2022-11-21 22:09 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.430 s -0.533
2022-11-21 21:35 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.562 s -1.555
2022-11-21 21:37 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.352 s -1.923
2022-11-21 21:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.796 s -0.696
2022-11-21 21:49 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.389 s -0.606
2022-11-21 22:22 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.509 s -0.460
2022-11-21 21:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.912 s -0.335
2022-11-21 21:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.339 s -0.143
2022-11-21 22:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.500 s -0.029
2022-11-21 22:01 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.338 s -0.691
2022-11-21 22:13 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.802 s -0.131
2022-11-21 21:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.907 s -1.560
2022-11-21 21:56 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.273 s -0.867
2022-11-21 22:14 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s -0.234
2022-11-21 22:01 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.427 s -1.086
2022-11-21 21:36 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.272 s -1.023
2022-11-21 22:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.425 s -0.782
2022-11-21 22:15 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.421 s -1.653
2022-11-21 21:34 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.416 s -1.358
2022-11-21 21:50 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.441 s -0.832
2022-11-21 21:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.279 s -0.853
2022-11-21 21:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.279 s 0.673
2022-11-21 21:49 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.299 s -0.046
2022-11-21 21:49 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.310 s -0.226
2022-11-21 21:56 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.196 s -0.361
2022-11-21 22:08 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.525 s -0.767
2022-11-21 22:07 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.671 s -0.894
2022-11-21 22:15 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.481 s -1.681
2022-11-21 22:16 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.013 s -0.311
2022-11-21 22:22 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.299 s -0.419
2022-11-21 22:22 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.309 s -0.590
2022-11-21 21:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.474 s -1.463
2022-11-21 21:50 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.872 s -0.844
2022-11-21 22:15 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.356 s -1.077
2022-11-21 22:16 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.533 s -0.625
2022-11-21 22:22 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.377 s -0.723
2022-11-21 21:35 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.434 s -1.655
2022-11-21 21:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.714 s -0.697
2022-11-21 21:49 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.565 s -0.254
2022-11-21 22:07 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.070 s 0.126
2022-11-21 21:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.305 s -0.829
2022-11-21 21:55 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.122 s -0.219
2022-11-21 21:57 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.712 s -0.298
2022-11-21 22:08 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.377 s -0.189
2022-11-21 21:56 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.198 s -0.863
2022-11-21 22:09 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.940 s -0.643
2022-11-21 22:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.887 s -0.459
2022-11-21 22:08 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.387 s -0.481
2022-11-21 22:22 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.430 s -0.728
2022-11-21 22:23 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.876 s -0.652
2022-11-21 22:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.042 s 0.193
2022-11-21 22:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.475 s -1.130
2022-11-21 22:23 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.394 s -0.358
2022-11-21 22:21 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.364 s -0.517
2022-11-21 22:27 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.193 s -1.422
2022-11-21 22:28 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.217 s -0.261
2022-11-21 22:29 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.345 s -1.541
2022-11-21 22:28 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.257 s -1.532
2022-11-21 22:29 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.281 s -1.010
2022-11-21 22:29 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.419 s -0.930
2022-11-21 22:29 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.412 s -1.765
2022-11-21 22:29 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.964 s -0.176
2022-11-21 22:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.104 s -1.032
2022-11-21 22:31 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.344 s -1.534
2022-11-21 22:31 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.724 s -0.650
2022-11-21 22:31 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.248 s -0.814
2022-11-21 22:31 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.382 s -1.658
2022-11-21 22:32 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.521 s -1.715
2022-11-21 22:32 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.666 s -1.722
2022-11-21 22:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.104 s -0.902
2022-11-21 22:41 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.617 s 0.700
2022-11-21 22:50 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.245 s -0.337
2022-11-21 22:56 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.920 s -1.093
2022-11-21 22:50 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.374 s -1.096
2022-11-21 22:55 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.006 s 1.222
2022-11-21 22:58 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.346 s -0.637
2022-11-21 23:13 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.072 s -1.094
2022-11-21 22:50 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.321 s -0.630
2022-11-21 23:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.921 s -0.498
2022-11-21 22:40 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.801 s -0.118
2022-11-21 22:42 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.385 s 0.923
2022-11-21 22:49 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.573 s 0.254
2022-11-21 22:44 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.549 s 0.022
2022-11-21 22:40 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.288 s -0.744
2022-11-21 22:50 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.251 s -1.016
2022-11-21 22:39 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.304 s -0.773
2022-11-21 22:55 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.237 s -0.431
2022-11-21 22:58 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.265 s -0.144
2022-11-21 22:44 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.511 s 0.833
2022-11-21 22:51 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.801 s 0.242
2022-11-21 22:37 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.579 s 0.009
2022-11-21 22:54 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.832 s -0.255
2022-11-21 23:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.399 s -0.442
2022-11-21 23:20 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.318 s -1.268
2022-11-21 23:29 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.540 s 0.086
2022-11-21 23:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.257 s -0.269
2022-11-21 22:39 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.217 s 0.255
2022-11-21 22:40 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.398 s -0.049
2022-11-21 22:43 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.249 s -0.207
2022-11-21 22:43 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.281 s -0.122
2022-11-21 22:59 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.324 s -0.912
2022-11-21 22:39 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.207 s 0.193
2022-11-21 22:43 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.490 s -0.499
2022-11-21 22:55 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.317 s -0.789
2022-11-21 22:58 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.594 s -1.898
2022-11-21 23:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.833 s -0.685
2022-11-21 23:40 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.268 s -0.408
2022-11-21 23:42 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.127 s -1.756
2022-11-21 22:40 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.551 s -0.986
2022-11-21 22:43 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.339 s -0.593
2022-11-21 22:56 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.394 s -1.158
2022-11-21 22:48 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.319 s -0.468
2022-11-21 22:55 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.264 s 0.064
2022-11-21 23:12 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.310 s -0.372
2022-11-21 23:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.548 s -1.438
2022-11-21 23:40 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.736 s -0.593
2022-11-21 22:56 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.394 s -0.237
2022-11-21 23:17 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.571 s -0.077
2022-11-21 23:19 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.666 s 0.016
2022-11-21 23:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.967 s -0.568
2022-11-21 23:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.918 s -1.158
2022-11-21 23:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.439 s -0.443
2022-11-21 22:51 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.294 s -0.129
2022-11-21 22:57 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.115 s 0.044
2022-11-21 23:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.235 s -0.280
2022-11-21 23:20 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.548 s -0.941
2022-11-21 23:20 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.420 s -1.358
2022-11-21 22:59 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.721 s -0.316
2022-11-21 23:13 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.168 s -0.360
2022-11-21 22:58 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.483 s 0.175
2022-11-21 23:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.374 s 0.391
2022-11-21 23:12 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.166 s -0.271
2022-11-21 23:27 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.508 s 0.256
2022-11-21 22:58 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.257 s -0.150
2022-11-21 23:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.511 s -0.208
2022-11-21 23:12 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.500 s -0.499
2022-11-21 23:29 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.032 s -0.303
2022-11-21 23:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.324 s -1.090
2022-11-21 23:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.362 s -1.133
2022-11-21 23:36 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.611 s 0.004
2022-11-21 23:39 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.242 s -0.710
2022-11-21 23:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.387 s -0.227
2022-11-21 23:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.775 s -1.181
2022-11-21 23:21 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.353 s -0.498
2022-11-21 23:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.606 s -0.555
2022-11-21 23:19 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.308 s -0.404
2022-11-21 23:21 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.361 s -0.570
2022-11-21 23:40 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.359 s -0.919
2022-11-21 23:39 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.233 s -0.367
2022-11-21 23:41 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.401 s -1.037
2022-11-21 23:39 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.544 s -1.516
2022-11-21 23:39 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.318 s -1.015