Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-17 15:28 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.351 s 0.867
2023-01-17 15:27 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.224 s 0.934
2023-01-17 15:27 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.290 s 0.859
2023-01-17 15:28 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.236 s 0.494
2023-01-17 15:29 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.332 s 1.071
2023-01-17 15:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.414 s 0.100
2023-01-17 15:29 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.786 s 0.724
2023-01-17 15:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.388 s 0.081
2023-01-17 15:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.934 s -0.880
2023-01-17 15:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.328 s -0.511
2023-01-17 15:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.394 s 0.477
2023-01-17 15:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.540 s 0.036
2023-01-17 15:44 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.785 s 0.025
2023-01-17 15:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.438 s 0.002
2023-01-17 15:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.368 s 0.578
2023-01-17 15:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.338 s -0.491
2023-01-17 15:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.407 s 0.285
2023-01-17 15:44 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.374 s 0.054
2023-01-17 15:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.317 s 0.763
2023-01-17 15:50 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.319 s -0.199
2023-01-17 15:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.373 s 1.087
2023-01-17 15:49 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.240 s -0.281
2023-01-17 15:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.284 s 0.227
2023-01-17 15:55 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.259 s 0.323
2023-01-17 15:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.267 s 0.094
2023-01-17 15:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.275 s 0.237
2023-01-17 15:49 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.299 s 0.139
2023-01-17 15:51 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.458 s 0.039
2023-01-17 15:56 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.312 s -0.188
2023-01-17 15:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.327 s 0.434
2023-01-17 15:50 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.248 s -0.288
2023-01-17 15:57 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.387 s 0.108
2023-01-17 15:55 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.582 s -0.159
2023-01-17 16:02 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.088 s -0.618
2023-01-17 16:03 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.717 s -0.440
2023-01-17 15:50 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.344 s -0.153
2023-01-17 15:55 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.305 s -0.460
2023-01-17 15:56 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.387 s -0.048
2023-01-17 16:03 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.318 s -1.025
2023-01-17 16:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.912 s -0.307
2023-01-17 16:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.268 s -0.255
2023-01-17 15:56 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.436 s -0.041
2023-01-17 16:03 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.229 s -0.718
2023-01-17 15:57 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.863 s -0.262
2023-01-17 16:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.200 s -0.796
2023-01-17 16:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.201 s -1.018
2023-01-17 16:07 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.509 s -0.027
2023-01-17 16:07 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.034 s -0.435
2023-01-17 16:08 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.415 s 0.047
2023-01-17 16:08 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.458 s 0.208
2023-01-17 16:07 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.337 s -0.219
2023-01-17 16:08 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.341 s 0.094
2023-01-17 16:09 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.428 s -0.501
2023-01-17 16:09 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.891 s -0.525
2023-01-17 16:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.087 s -0.155
2023-01-17 16:14 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.596 s -0.230
2023-01-17 16:14 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.478 s -0.116
2023-01-17 16:14 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.382 s 0.013
2023-01-17 16:14 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.391 s -0.053
2023-01-17 16:15 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.523 s -0.038
2023-01-17 16:15 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.941 s -0.477
2023-01-17 16:15 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.438 s -0.511
2023-01-17 16:20 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.809 s 0.168
2023-01-17 16:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.060 s -0.572
2023-01-17 16:21 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.401 s 0.070
2023-01-17 16:21 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.322 s -0.480
2023-01-17 16:21 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.355 s -0.774
2023-01-17 16:21 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.462 s 0.052
2023-01-17 16:22 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.529 s 0.103
2023-01-17 16:22 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.015 s -0.173
2023-01-17 16:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.368 s -0.151
2023-01-17 16:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.557 s -1.176
2023-01-17 16:28 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.377 s -0.403
2023-01-17 16:28 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.302 s -0.454
2023-01-17 16:28 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.310 s -0.531
2023-01-17 16:29 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.430 s -0.524
2023-01-17 16:29 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.872 s -0.343
2023-01-17 16:29 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.397 s -0.621
2023-01-17 16:34 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.160 s -0.110
2023-01-17 16:34 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.086 s -0.215
2023-01-17 16:35 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.256 s -0.716
2023-01-17 16:35 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.336 s -0.393
2023-01-17 16:35 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.278 s 0.086
2023-01-17 16:35 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.416 s -0.610
2023-01-17 16:35 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.399 s -0.033
2023-01-17 16:36 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.009 s -0.642
2023-01-17 16:36 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.082 s 0.006
2023-01-17 16:37 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.753 s -0.347
2023-01-17 16:38 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.666 s -0.365
2023-01-17 16:38 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.376 s -0.369
2023-01-17 16:37 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.250 s -0.583
2023-01-17 16:37 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.332 s -0.235
2023-01-17 16:38 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.500 s 0.019
2023-01-17 16:39 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.111 s -0.762
2023-01-17 16:45 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.581 s -1.530
2023-01-17 16:45 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.309 s -0.585
2023-01-17 16:45 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.226 s -0.444
2023-01-17 16:46 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.402 s -0.227
2023-01-17 16:48 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.803 s -0.860
2023-01-17 16:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.734 s -1.034
2023-01-17 16:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.557 s -0.846
2023-01-17 16:49 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.497 s -0.177
2023-01-17 16:49 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.265 s -1.130
2023-01-17 16:49 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.297 s -0.919
2023-01-17 16:46 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.831 s -1.104
2023-01-17 16:49 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.626 s -0.889
2023-01-17 16:49 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.347 s -0.287
2023-01-17 16:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.326 s -0.965
2023-01-17 16:50 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.569 s -0.430
2023-01-17 16:50 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.552 s -0.859
2023-01-17 16:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.414 s -1.056
2023-01-17 16:56 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.327 s -0.478
2023-01-17 16:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.258 s -1.008
2023-01-17 16:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.253 s -0.602
2023-01-17 16:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.807 s -0.712
2023-01-17 16:56 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.370 s -0.231
2023-01-17 16:57 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.837 s -0.777
2023-01-17 16:57 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.307 s -1.060
2023-01-17 17:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.885 s -1.323
2023-01-17 17:01 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.240 s -0.558
2023-01-17 17:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.086 s -0.568
2023-01-17 17:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.272 s -0.885
2023-01-17 17:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.398 s -0.906
2023-01-17 17:01 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.312 s -0.131
2023-01-17 17:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.385 s -0.237
2023-01-17 17:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.892 s -0.055
2023-01-17 17:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.124 s -0.510
2023-01-17 17:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.521 s -0.215
2023-01-17 17:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.347 s -0.241
2023-01-17 17:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.264 s -0.775
2023-01-17 17:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.272 s -0.717
2023-01-17 17:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.507 s -0.333
2023-01-17 17:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.326 s -0.918
2023-01-17 17:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.753 s -1.096
2023-01-17 17:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.922 s -0.134
2023-01-17 17:11 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.240 s 0.514
2023-01-17 17:17 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.869 s -1.772
2023-01-17 17:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.236 s -0.283
2023-01-17 17:12 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.784 s -0.574
2023-01-17 17:12 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.529 s -0.594
2023-01-17 17:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.258 s -0.526
2023-01-17 17:19 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.088 s -0.651
2023-01-17 17:12 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.354 s -0.185
2023-01-17 17:18 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.307 s -1.117
2023-01-17 17:11 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.313 s -0.181
2023-01-17 17:18 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.405 s -0.370
2023-01-17 17:19 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.615 s -0.464
2023-01-17 17:18 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.513 s -0.779
2023-01-17 17:27 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.378 s -0.696
2023-01-17 17:33 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.604 s 0.115
2023-01-17 17:35 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.083 s -0.940
2023-01-17 17:19 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.197 s -0.663
2023-01-17 17:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.311 s -0.591
2023-01-17 17:27 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.363 s -1.176
2023-01-17 17:34 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.845 s -0.267
2023-01-17 17:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.839 s -0.166
2023-01-17 17:31 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.915 s -0.331
2023-01-17 17:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.550 s -1.067
2023-01-17 17:18 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.321 s -0.950
2023-01-17 17:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.405 s -0.221
2023-01-17 17:34 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.952 s 0.657
2023-01-17 17:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.308 s -0.647
2023-01-17 17:33 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.461 s -1.052
2023-01-17 17:35 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.699 s -0.327
2023-01-17 17:25 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.934 s -0.530
2023-01-17 17:33 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.549 s -0.529
2023-01-17 17:42 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 41.464 s -0.800
2023-01-17 17:45 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.317 s -0.534
2023-01-17 17:45 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 56.243 s -1.095
2023-01-17 17:45 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.243 s -1.159
2023-01-17 17:46 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.244 s -0.295
2023-01-17 17:46 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.277 s -0.749
2023-01-17 17:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.360 s -0.834
2023-01-17 17:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.733 s -0.092
2023-01-17 17:47 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.405 s -0.525
2023-01-17 17:48 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.107 s -0.199