Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-16 00:47 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.347 s 1.042
2023-01-16 00:48 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.331 s 1.126
2023-01-16 00:46 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.222 s 1.041
2023-01-16 00:46 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.288 s 0.919
2023-01-16 00:57 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.422 s -1.411
2023-01-16 00:48 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.778 s 0.872
2023-01-16 00:59 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.326 s 0.799
2023-01-16 01:01 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.318 s 0.905
2023-01-16 01:02 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.770 s 0.406
2023-01-16 00:47 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.228 s 1.157
2023-01-16 01:00 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.922 s -0.551
2023-01-16 01:01 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.261 s 0.776
2023-01-16 00:59 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.400 s 0.999
2023-01-16 01:14 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.424 s 0.632
2023-01-16 01:20 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.060 s -0.437
2023-01-16 01:20 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.262 s 0.301
2023-01-16 00:58 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.319 s 0.509
2023-01-16 00:59 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.402 s 0.632
2023-01-16 00:59 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.520 s 1.103
2023-01-16 01:14 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.305 s 0.621
2023-01-16 01:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.903 s 0.108
2023-01-16 00:58 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.425 s 0.807
2023-01-16 01:08 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.369 s 0.442
2023-01-16 01:08 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.295 s 0.405
2023-01-16 01:09 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.338 s 0.558
2023-01-16 00:59 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.385 s 0.985
2023-01-16 01:01 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.269 s 0.846
2023-01-16 01:02 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.367 s 0.644
2023-01-16 01:09 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.456 s 0.090
2023-01-16 01:01 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.417 s 0.283
2023-01-16 01:14 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.378 s 0.540
2023-01-16 01:15 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.837 s 0.374
2023-01-16 01:02 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.363 s 0.780
2023-01-16 01:13 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.263 s 0.082
2023-01-16 01:21 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.304 s 0.231
2023-01-16 01:14 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.297 s 0.548
2023-01-16 01:21 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.195 s 0.021
2023-01-16 01:08 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.312 s 0.343
2023-01-16 01:14 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.561 s 0.181
2023-01-16 01:20 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.194 s 0.215
2023-01-16 01:07 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.284 s 0.178
2023-01-16 01:08 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.232 s 0.679
2023-01-16 01:08 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.243 s 0.459
2023-01-16 01:15 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.378 s 0.925
2023-01-16 01:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.699 s 0.156
2023-01-16 01:21 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.224 s 0.216
2023-01-16 01:25 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.509 s -0.074
2023-01-16 01:26 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 4.974 s 0.165
2023-01-16 01:26 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.404 s 0.846
2023-01-16 01:26 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.331 s 0.546
2023-01-16 01:26 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.451 s 0.673
2023-01-16 01:26 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.336 s 0.625
2023-01-16 01:27 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.417 s 0.653
2023-01-16 01:27 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.866 s 0.369
2023-01-16 01:31 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.079 s 0.261
2023-01-16 01:32 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.464 s 0.704
2023-01-16 01:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.585 s -0.333
2023-01-16 01:32 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.379 s 0.180
2023-01-16 01:33 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.427 s 0.425
2023-01-16 01:33 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.383 s 0.532
2023-01-16 01:33 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.508 s 0.711
2023-01-16 01:34 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.914 s 0.458
2023-01-16 01:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.797 s 0.796
2023-01-16 01:39 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.312 s 0.699
2023-01-16 01:39 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.037 s -0.338
2023-01-16 01:39 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.391 s 0.735
2023-01-16 01:39 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.451 s 0.749
2023-01-16 01:39 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.343 s 0.646
2023-01-16 01:40 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.521 s 0.704
2023-01-16 01:40 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.995 s 0.432
2023-01-16 01:45 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.344 s 0.626
2023-01-16 01:46 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.296 s 0.262
2023-01-16 01:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.513 s -0.852
2023-01-16 01:46 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.365 s 0.462
2023-01-16 01:47 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.300 s 0.553
2023-01-16 01:47 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.412 s 0.693
2023-01-16 01:47 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.385 s 0.744
2023-01-16 01:48 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.843 s 0.565
2023-01-16 01:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.144 s 0.835
2023-01-16 01:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.227 s -2.803
2023-01-16 01:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.248 s 0.496
2023-01-16 01:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.328 s 0.207
2023-01-16 01:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.405 s 0.091
2023-01-16 01:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.277 s 0.174
2023-01-16 01:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.397 s 0.141
2023-01-16 01:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.913 s 0.674
2023-01-16 01:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.068 s 0.509
2023-01-16 01:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.242 s 0.585
2023-01-16 01:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.723 s -0.227
2023-01-16 01:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.369 s 0.240
2023-01-16 01:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.321 s 0.581
2023-01-16 01:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.496 s 0.090
2023-01-16 01:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.669 s -1.112
2023-01-16 01:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.113 s -1.349
2023-01-16 02:01 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.721 s -1.632
2023-01-16 02:04 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.299 s 0.096
2023-01-16 02:03 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.381 s -1.258
2023-01-16 02:03 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.219 s 0.906
2023-01-16 02:04 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.539 s 0.073
2023-01-16 02:04 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.392 s 0.910
2023-01-16 02:04 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.817 s -0.588
2023-01-16 02:04 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.291 s -0.307
2023-01-16 02:06 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.743 s -0.653
2023-01-16 02:07 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.556 s -0.731
2023-01-16 02:07 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.255 s 0.398
2023-01-16 02:07 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.338 s 0.341
2023-01-16 02:07 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.289 s 0.028
2023-01-16 02:08 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.557 s 0.359
2023-01-16 02:07 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.482 s 0.393
2023-01-16 02:08 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.531 s -0.052
2023-01-16 02:12 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.374 s -0.551
2023-01-16 02:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.705 s -0.686
2023-01-16 02:14 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.252 s 0.035
2023-01-16 02:14 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.320 s 0.071
2023-01-16 02:14 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.249 s 0.072
2023-01-16 02:14 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.360 s 0.552
2023-01-16 02:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.300 s 0.033
2023-01-16 02:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.790 s 0.570
2023-01-16 02:19 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.860 s 0.475
2023-01-16 02:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.232 s 0.780
2023-01-16 02:20 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.374 s 0.548
2023-01-16 02:19 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 5.998 s 0.081
2023-01-16 02:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.304 s 0.419
2023-01-16 02:21 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.092 s 0.503
2023-01-16 02:20 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.877 s 0.153
2023-01-16 02:20 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.261 s 0.754
2023-01-16 02:20 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.386 s 0.725
2023-01-16 02:22 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.256 s 0.384
2023-01-16 02:23 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.472 s 1.004
2023-01-16 02:22 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.494 s -0.001
2023-01-16 02:22 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.337 s 0.478
2023-01-16 02:23 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.727 s -0.527
2023-01-16 02:22 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.266 s 0.077
2023-01-16 02:23 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.322 s -0.251
2023-01-16 02:27 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.907 s 0.933
2023-01-16 02:29 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.425 s -0.704
2023-01-16 02:29 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.233 s 0.157
2023-01-16 02:29 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.305 s 0.547
2023-01-16 02:29 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.249 s 1.072
2023-01-16 02:30 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.339 s 0.560
2023-01-16 02:30 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.506 s 0.619
2023-01-16 02:30 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.751 s 0.410
2023-01-16 02:35 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.594 s 0.975
2023-01-16 02:36 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.304 s -1.897
2023-01-16 02:36 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.312 s 0.357
2023-01-16 02:36 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.392 s 0.577
2023-01-16 02:36 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.503 s 0.113
2023-01-16 02:37 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.586 s 0.726
2023-01-16 02:37 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.045 s 0.202
2023-01-16 02:37 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.158 s 0.507
2023-01-16 02:42 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.709 s 0.344
2023-01-16 02:43 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.810 s -0.324
2023-01-16 02:43 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.297 s 0.908
2023-01-16 02:44 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.396 s 0.402
2023-01-16 02:44 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.303 s 0.446
2023-01-16 02:44 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.517 s 0.563
2023-01-16 02:45 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.352 s 0.437
2023-01-16 02:45 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.350 s 0.102
2023-01-16 02:49 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.903 s 0.679
2023-01-16 02:51 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.572 s 0.104
2023-01-16 02:51 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.442 s 0.814
2023-01-16 02:51 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.527 s 0.775
2023-01-16 02:52 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.963 s 0.064
2023-01-16 02:52 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.831 s 0.271
2023-01-16 02:53 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.616 s 0.228
2023-01-16 02:53 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.993 s 0.117
2023-01-16 03:03 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.233 s 0.456
2023-01-16 03:00 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 40.123 s 0.712
2023-01-16 03:03 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.240 s 0.252
2023-01-16 03:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.726 s -0.025
2023-01-16 03:06 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.115 s -0.700
2023-01-16 03:03 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.306 s 0.278
2023-01-16 03:03 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 55.599 s -0.653
2023-01-16 03:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.343 s 0.462
2023-01-16 03:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.269 s 0.316
2023-01-16 03:05 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.396 s 0.300