Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 19:49 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.317 s -1.418
2022-11-15 19:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.411 s -0.542
2022-11-15 19:51 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.888 s -2.071
2022-11-15 19:50 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.244 s -0.814
2022-11-15 19:50 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.381 s -1.277
2022-11-15 19:49 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.230 s -0.502
2022-11-15 19:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.394 s -0.077
2022-11-15 19:50 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.347 s -0.806
2022-11-15 19:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.415 s -1.411
2022-11-15 19:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.849 s -1.374
2022-11-15 19:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.323 s -0.005
2022-11-15 19:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.426 s -1.143
2022-11-15 19:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.555 s -1.287
2022-11-15 19:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.332 s 0.031
2022-11-15 19:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.913 s -0.257
2022-11-15 19:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.268 s -0.358
2022-11-15 19:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.474 s -1.762
2022-11-15 19:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.343 s -1.208
2022-11-15 19:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.277 s -0.514
2022-11-15 19:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.377 s -0.667
2022-11-15 19:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.393 s -1.677
2022-11-15 19:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.807 s -1.353
2022-11-15 20:10 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.307 s 0.227
2022-11-15 20:11 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.386 s -0.341
2022-11-15 20:03 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.762 s -0.858
2022-11-15 20:04 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.302 s -0.488
2022-11-15 20:10 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.388 s -0.516
2022-11-15 20:23 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.900 s -1.098
2022-11-15 20:04 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.318 s -0.487
2022-11-15 20:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.460 s -0.490
2022-11-15 20:17 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.715 s -0.540
2022-11-15 20:09 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.554 s 0.227
2022-11-15 20:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.337 s 0.091
2022-11-15 20:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.416 s 0.202
2022-11-15 20:16 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.272 s -0.745
2022-11-15 20:35 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.362 s -1.505
2022-11-15 20:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.338 s -0.027
2022-11-15 20:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.868 s -0.894
2022-11-15 20:16 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.195 s -0.183
2022-11-15 20:22 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.417 s -0.462
2022-11-15 20:03 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.233 s -0.081
2022-11-15 20:04 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.243 s -0.248
2022-11-15 20:10 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.300 s -0.022
2022-11-15 20:03 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.324 s -1.465
2022-11-15 20:09 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.276 s -1.171
2022-11-15 20:17 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.315 s -0.879
2022-11-15 20:16 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.193 s -0.015
2022-11-15 20:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.222 s -0.145
2022-11-15 20:16 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.156 s -0.960
2022-11-15 20:27 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.078 s -0.188
2022-11-15 20:28 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.381 s 0.366
2022-11-15 20:10 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.435 s -0.457
2022-11-15 20:15 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.905 s -0.306
2022-11-15 20:21 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.057 s -0.453
2022-11-15 20:42 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.372 s -0.411
2022-11-15 20:21 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.503 s -0.486
2022-11-15 20:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.401 s -0.268
2022-11-15 20:28 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.470 s -0.249
2022-11-15 20:29 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.519 s -0.430
2022-11-15 20:35 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.077 s -0.126
2022-11-15 20:21 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.331 s 0.165
2022-11-15 20:28 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.373 s 0.437
2022-11-15 20:22 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.465 s -0.606
2022-11-15 20:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.523 s 0.405
2022-11-15 20:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.462 s -0.270
2022-11-15 20:43 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.425 s -0.459
2022-11-15 20:29 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.934 s -0.521
2022-11-15 20:28 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.632 s -0.261
2022-11-15 20:29 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.423 s 0.386
2022-11-15 20:34 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.803 s -0.138
2022-11-15 20:35 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.316 s 0.064
2022-11-15 20:43 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.392 s -0.052
2022-11-15 20:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.017 s -0.552
2022-11-15 20:42 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.482 s -0.149
2022-11-15 20:41 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.353 s 0.101
2022-11-15 20:42 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s 0.214
2022-11-15 20:42 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.312 s -0.915
2022-11-15 20:43 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.864 s -0.359
2022-11-15 20:48 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.111 s 0.561
2022-11-15 20:49 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.336 s -0.748
2022-11-15 20:48 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.179 s -0.485
2022-11-15 20:49 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.431 s -1.815
2022-11-15 20:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.247 s 0.137
2022-11-15 20:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.274 s 0.139
2022-11-15 20:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.399 s -0.329
2022-11-15 20:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.697 s -0.291
2022-11-15 20:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.370 s -0.312
2022-11-15 20:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.056 s -1.853
2022-11-15 20:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.085 s -0.212
2022-11-15 20:51 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.336 s -0.945
2022-11-15 20:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.509 s -0.972
2022-11-15 20:51 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.243 s -0.052
2022-11-15 20:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.659 s -1.088
2022-11-15 20:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.080 s 0.018
2022-11-15 21:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.551 s -0.226
2022-11-15 21:03 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.282 s -0.218
2022-11-15 21:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.257 s 0.051
2022-11-15 21:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.449 s -0.352
2022-11-15 20:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.216 s 0.398
2022-11-15 21:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.511 s -1.292
2022-11-15 21:25 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.257 s -0.238
2022-11-15 21:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.396 s 0.160
2022-11-15 21:09 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.590 s -0.385
2022-11-15 21:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.087 s -0.582
2022-11-15 21:16 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.897 s -0.622
2022-11-15 21:03 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.497 s -0.989
2022-11-15 20:59 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.279 s -1.126
2022-11-15 21:08 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.330 s -0.697
2022-11-15 21:14 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.842 s -0.582
2022-11-15 21:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.270 s -0.821
2022-11-15 21:11 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.841 s -1.301
2022-11-15 21:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.529 s -0.511
2022-11-15 21:25 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.317 s -0.593
2022-11-15 21:40 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.358 s -0.115
2022-11-15 21:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.794 s 0.477
2022-11-15 21:01 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.654 s -0.062
2022-11-15 21:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.255 s 0.185
2022-11-15 21:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.318 s -0.075
2022-11-15 20:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.569 s 0.238
2022-11-15 21:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.537 s -0.219
2022-11-15 21:16 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.390 s 0.502
2022-11-15 21:25 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.416 s -0.676
2022-11-15 21:25 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.355 s -0.662
2022-11-15 21:32 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.604 s -0.667
2022-11-15 21:31 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.452 s -0.460
2022-11-15 21:39 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.667 s -0.138
2022-11-15 21:16 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.395 s -1.377
2022-11-15 21:23 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.912 s 0.343
2022-11-15 21:26 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.514 s -0.429
2022-11-15 21:15 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.233 s 0.210
2022-11-15 21:15 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.264 s 0.104
2022-11-15 20:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.303 s -0.650
2022-11-15 21:03 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.339 s -0.615
2022-11-15 21:10 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.245 s 0.063
2022-11-15 21:11 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.295 s -0.323
2022-11-15 21:32 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.306 s -0.036
2022-11-15 21:32 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.492 s 0.166
2022-11-15 21:39 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.408 s -0.559
2022-11-15 21:41 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.340 s 0.091
2022-11-15 21:10 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.365 s -0.447
2022-11-15 21:33 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.152 s 0.128
2022-11-15 21:03 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.250 s -0.526
2022-11-15 21:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.344 s -0.561
2022-11-15 21:25 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.232 s 0.198
2022-11-15 21:10 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.321 s -0.590
2022-11-15 21:15 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.311 s -0.323
2022-11-15 21:10 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.243 s 0.084
2022-11-15 21:39 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.305 s 0.057
2022-11-15 21:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.114 s 0.200
2022-11-15 21:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.498 s 0.049
2022-11-15 21:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.716 s -0.441
2022-11-15 21:40 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.554 s -1.407
2022-11-15 21:26 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.738 s 0.440
2022-11-15 21:32 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.398 s -0.476
2022-11-15 21:33 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.031 s 0.137
2022-11-15 21:37 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.528 s 0.350
2022-11-15 21:31 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.164 s -0.511
2022-11-15 21:40 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.309 s -0.097
2022-11-15 21:45 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.909 s -0.158
2022-11-15 21:47 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.435 s 0.024
2022-11-15 21:47 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.577 s -0.476
2022-11-15 21:47 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.536 s -0.696
2022-11-15 21:47 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.827 s -0.315
2022-11-15 21:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.958 s -0.401
2022-11-15 21:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.568 s -0.257
2022-11-15 21:49 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.095 s -1.732
2022-11-15 21:55 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 39.061 s -0.838
2022-11-15 21:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.231 s 0.129
2022-11-15 22:01 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.096 s -0.593
2022-11-15 22:01 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.393 s -0.125
2022-11-15 22:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.724 s -0.337
2022-11-15 21:59 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.320 s -1.119
2022-11-15 21:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.268 s -0.261
2022-11-15 21:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.238 s -0.103
2022-11-15 21:58 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.004 s -0.351
2022-11-15 21:59 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.355 s -0.742