Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 17:00 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.384 s -1.411
2022-11-23 17:14 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.741 s -0.758
2022-11-23 17:08 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.279 s -1.897
2022-11-23 17:08 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.340 s -0.986
2022-11-23 17:00 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.237 s -1.570
2022-11-23 17:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.426 s -0.976
2022-11-23 17:09 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.806 s -1.051
2022-11-23 17:15 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.342 s -0.662
2022-11-23 17:00 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.247 s -1.683
2022-11-23 17:01 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.351 s -1.518
2022-11-23 17:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.552 s -0.899
2022-11-23 17:08 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.284 s -1.590
2022-11-23 17:05 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.379 s 0.459
2022-11-23 17:08 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.384 s -0.982
2022-11-23 17:27 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.262 s 0.091
2022-11-23 17:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.929 s -1.909
2022-11-23 17:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.388 s -0.622
2022-11-23 17:01 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.861 s -1.242
2022-11-23 17:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.461 s -0.981
2022-11-23 17:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.332 s -1.205
2022-11-23 17:00 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.314 s -1.083
2022-11-23 17:05 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.841 s -1.184
2022-11-23 17:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.343 s -1.601
2022-11-23 17:14 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.240 s -1.235
2022-11-23 17:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.311 s -1.603
2022-11-23 17:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.880 s -1.253
2022-11-23 17:13 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.292 s 0.013
2022-11-23 17:09 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.384 s -1.558
2022-11-23 17:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.315 s -0.907
2022-11-23 17:27 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.121 s -0.163
2022-11-23 17:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.461 s -0.566
2022-11-23 17:27 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.314 s -0.798
2022-11-23 17:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.423 s -1.717
2022-11-23 17:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.418 s -1.561
2022-11-23 17:15 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.248 s -1.069
2022-11-23 17:14 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.301 s -0.430
2022-11-23 17:32 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.072 s -0.563
2022-11-23 17:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.341 s -1.105
2022-11-23 17:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.897 s -0.906
2022-11-23 17:39 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.659 s -0.662
2022-11-23 17:20 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.569 s -0.470
2022-11-23 17:27 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.200 s -1.257
2022-11-23 17:28 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.224 s -0.525
2022-11-23 17:28 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.714 s -0.432
2022-11-23 17:26 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.901 s -0.271
2022-11-23 17:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.430 s -1.333
2022-11-23 17:38 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.083 s -0.892
2022-11-23 17:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.316 s -0.364
2022-11-23 17:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.392 s -0.791
2022-11-23 17:39 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.470 s -0.193
2022-11-23 17:20 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.252 s 0.074
2022-11-23 17:39 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.386 s -0.559
2022-11-23 17:46 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.108 s -0.917
2022-11-23 17:32 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.494 s 0.484
2022-11-23 17:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.469 s -0.753
2022-11-23 18:02 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.249 s -0.997
2022-11-23 17:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.433 s -0.214
2022-11-23 17:33 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.417 s -0.410
2022-11-23 17:39 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.382 s -0.848
2022-11-23 17:27 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.197 s -0.690
2022-11-23 17:40 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.435 s -1.331
2022-11-23 17:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.369 s -0.829
2022-11-23 17:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.304 s -1.155
2022-11-23 18:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.255 s -1.153
2022-11-23 17:33 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.345 s -0.920
2022-11-23 17:33 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.463 s -0.406
2022-11-23 17:46 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.321 s -0.803
2022-11-23 17:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.535 s -0.979
2022-11-23 17:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.433 s -0.966
2022-11-23 17:40 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.526 s -0.909
2022-11-23 17:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.369 s -0.120
2022-11-23 18:03 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.373 s -0.679
2022-11-23 18:04 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.658 s -0.914
2022-11-23 17:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.405 s -0.493
2022-11-23 17:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.505 s -0.503
2022-11-23 17:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.314 s -1.214
2022-11-23 17:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.801 s -0.221
2022-11-23 17:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.023 s -0.777
2022-11-23 17:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.870 s -0.452
2022-11-23 18:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.282 s -1.207
2022-11-23 18:01 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.965 s -0.169
2022-11-23 17:40 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.945 s -0.915
2022-11-23 18:03 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.326 s -0.169
2022-11-23 18:03 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.505 s -0.663
2022-11-23 17:46 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.354 s -1.016
2022-11-23 18:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.409 s -1.485
2022-11-23 18:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.106 s -1.101
2022-11-23 18:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.330 s -0.231
2022-11-23 18:19 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.344 s -1.040
2022-11-23 17:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.404 s -1.459
2022-11-23 17:59 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.188 s 0.000
2022-11-23 18:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.419 s -0.901
2022-11-23 18:11 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.814 s -1.112
2022-11-23 18:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.488 s -0.813
2022-11-23 17:59 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.180 s -0.641
2022-11-23 18:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.336 s -0.315
2022-11-23 18:04 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.081 s 0.307
2022-11-23 18:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.492 s -0.592
2022-11-23 18:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.525 s -0.013
2022-11-23 18:11 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.305 s -0.852
2022-11-23 18:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.560 s -1.030
2022-11-23 18:11 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.535 s -0.051
2022-11-23 18:08 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.626 s -1.310
2022-11-23 18:21 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.255 s -1.654
2022-11-23 18:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.691 s 0.090
2022-11-23 18:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.251 s -0.690
2022-11-23 18:10 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.229 s -1.706
2022-11-23 18:21 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.249 s -1.055
2022-11-23 18:21 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.319 s -0.447
2022-11-23 18:11 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.410 s -1.676
2022-11-23 18:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.705 s -1.082
2022-11-23 18:21 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.585 s 0.350
2022-11-23 18:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.279 s -0.445
2022-11-23 18:22 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.811 s -0.039
2022-11-23 18:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.217 s 0.243
2022-11-23 18:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.284 s -0.680
2022-11-23 18:22 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.366 s -0.472
2022-11-23 18:22 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.300 s -1.163
2022-11-23 18:27 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.274 s -1.431
2022-11-23 18:26 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.813 s 0.934
2022-11-23 18:26 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.242 s -1.132
2022-11-23 18:26 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.081 s -0.306
2022-11-23 18:27 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.387 s -0.688
2022-11-23 18:27 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.311 s -0.297
2022-11-23 18:28 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.894 s -0.493
2022-11-23 18:27 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.398 s -0.983
2022-11-23 18:28 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.132 s -0.594
2022-11-23 18:29 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.263 s -1.081
2022-11-23 18:31 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.721 s -0.213
2022-11-23 18:30 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.494 s -0.208
2022-11-23 18:29 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.346 s -0.656
2022-11-23 18:29 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.544 s -0.802
2022-11-23 18:30 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.327 s -1.373
2022-11-23 18:30 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.275 s -1.556
2022-11-23 18:36 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.241 s -1.271
2022-11-23 18:37 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.355 s -0.662
2022-11-23 18:44 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.395 s -0.190
2022-11-23 18:37 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.320 s -0.750
2022-11-23 18:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.066 s -0.788
2022-11-23 18:42 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.476 s -1.416
2022-11-23 18:38 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.537 s -2.019
2022-11-23 18:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.537 s -0.628
2022-11-23 18:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.265 s -1.610
2022-11-23 18:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.189 s -1.012
2022-11-23 18:52 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.537 s -0.395
2022-11-23 18:52 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.362 s -0.841
2022-11-23 18:36 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.342 s 0.176
2022-11-23 18:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.767 s -0.739
2022-11-23 18:44 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.596 s -0.026
2022-11-23 18:43 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.149 s 0.583
2022-11-23 18:52 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.343 s 0.121
2022-11-23 18:34 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.933 s -1.783
2022-11-23 18:44 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.502 s -0.763
2022-11-23 18:51 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.312 s -0.973
2022-11-23 18:43 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.311 s -0.543
2022-11-23 18:51 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.734 s -0.570
2022-11-23 18:51 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.314 s -0.888
2022-11-23 18:49 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.703 s -1.030
2022-11-23 18:51 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.407 s -0.452
2022-11-23 18:57 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.920 s -1.403
2022-11-23 18:59 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.452 s -2.061
2022-11-23 18:59 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.503 s 0.474
2022-11-23 18:59 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.831 s -0.710
2022-11-23 19:00 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.994 s -1.632
2022-11-23 19:00 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.649 s -1.082
2022-11-23 19:01 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.103 s -1.343
2022-11-23 19:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.102 s -0.459
2022-11-23 19:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.396 s -0.486
2022-11-23 19:12 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.732 s -0.414
2022-11-23 19:07 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 39.134 s -1.172
2022-11-23 19:11 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.241 s -0.663
2022-11-23 19:10 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.217 s -0.821
2022-11-23 19:11 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.348 s -0.214
2022-11-23 19:11 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.309 s -0.282
2022-11-23 19:11 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.238 s -1.137
2022-11-23 19:11 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.272 s -0.998