Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-08 17:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.240 s 0.462
2022-11-08 17:26 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.190 s 0.426
2022-11-08 17:27 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.055 s -0.429
2022-11-08 17:31 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.141 s 0.440
2022-11-08 17:24 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.906 s -0.468
2022-11-08 17:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.126 s 0.850
2022-11-08 17:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.328
2022-11-08 17:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.146 s 0.298
2022-11-08 17:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s 0.105
2022-11-08 17:25 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s 0.539
2022-11-08 17:26 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.603
2022-11-08 17:27 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.360 s 1.117
2022-11-08 17:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.198 s 0.625
2022-11-08 17:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.975 s -0.660
2022-11-08 17:38 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.290 s -0.308
2022-11-08 17:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.508 s 0.718
2022-11-08 17:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.648 s 0.130
2022-11-08 17:46 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.232
2022-11-08 17:50 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s 0.532
2022-11-08 17:31 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.144 s 0.601
2022-11-08 17:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 0.615
2022-11-08 17:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 0.657
2022-11-08 17:30 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.128 s -0.742
2022-11-08 17:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.236 s 0.340
2022-11-08 17:35 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 0.679
2022-11-08 17:43 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.517
2022-11-08 17:24 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.308
2022-11-08 17:25 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.527 s 0.078
2022-11-08 17:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.321 s 0.406
2022-11-08 17:32 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.516 s -1.223
2022-11-08 17:33 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.946 s 0.578
2022-11-08 17:28 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s 0.636
2022-11-08 17:28 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.242 s 0.929
2022-11-08 17:28 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.268 s 0.515
2022-11-08 17:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s 0.027
2022-11-08 17:26 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s 0.580
2022-11-08 17:26 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.272 s 0.641
2022-11-08 17:29 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s 0.615
2022-11-08 17:34 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.229 s 0.571
2022-11-08 17:31 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.164 s 0.461
2022-11-08 17:31 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.389 s -0.001
2022-11-08 17:33 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.139 s 0.055
2022-11-08 17:37 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 0.600
2022-11-08 17:40 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.464 s 0.422
2022-11-08 17:42 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.550
2022-11-08 17:47 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.064 s -0.898
2022-11-08 17:33 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.532 s 0.382
2022-11-08 17:34 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.274 s 0.450
2022-11-08 17:35 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.649 s 0.684
2022-11-08 17:37 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.271 s 0.688
2022-11-08 17:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.469 s -0.782
2022-11-08 17:40 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s 0.340
2022-11-08 17:42 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.217 s 0.783
2022-11-08 17:44 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.348 s 0.691
2022-11-08 17:45 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.147 s 0.473
2022-11-08 17:26 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.162 s 0.552
2022-11-08 17:26 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.215 s 0.515
2022-11-08 17:26 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.470 s 0.462
2022-11-08 17:28 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s 0.517
2022-11-08 17:42 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.627 s 0.733
2022-11-08 17:43 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.010 s 0.233
2022-11-08 17:44 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.518
2022-11-08 17:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.452 s -0.023
2022-11-08 17:24 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.542 s -0.106
2022-11-08 17:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.231 s 0.337
2022-11-08 17:28 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.165 s 0.272
2022-11-08 17:29 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.238 s 0.570
2022-11-08 17:29 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.512 s 0.381
2022-11-08 17:37 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s 0.407
2022-11-08 17:45 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.143 s 0.536
2022-11-08 17:48 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s 0.428
2022-11-08 17:24 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.314 s 0.299
2022-11-08 17:25 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.596
2022-11-08 17:27 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.681
2022-11-08 17:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.209 s 1.202
2022-11-08 17:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.227 s 0.444
2022-11-08 17:44 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.965 s 0.620
2022-11-08 17:49 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.848 s 0.520
2022-11-08 17:51 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.992 s 0.849
2022-11-08 17:51 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s -0.578
2022-11-08 17:56 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.573 s 0.207
2022-11-08 17:25 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.192 s 0.428
2022-11-08 17:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.831 s 0.762
2022-11-08 17:29 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 0.487
2022-11-08 17:30 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.812 s 0.703
2022-11-08 17:30 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s 0.385
2022-11-08 17:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.275 s 0.489
2022-11-08 17:40 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.271 s 0.516
2022-11-08 17:43 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s 0.261
2022-11-08 17:54 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.782 s 0.035
2022-11-08 17:29 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.620
2022-11-08 17:29 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.218 s 0.541
2022-11-08 17:35 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.199 s 0.707
2022-11-08 17:40 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s 0.328
2022-11-08 17:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.318 s 0.630
2022-11-08 17:51 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.497 s -0.143
2022-11-08 17:29 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.055 s 1.207
2022-11-08 17:31 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.464
2022-11-08 17:34 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.613
2022-11-08 17:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.267 s 0.375
2022-11-08 17:37 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.209 s 0.518
2022-11-08 17:37 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.531 s 0.352
2022-11-08 17:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s 0.405
2022-11-08 17:45 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.512 s -0.155
2022-11-08 17:45 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.176 s 0.278
2022-11-08 17:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s 0.355
2022-11-08 17:50 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.889 s -1.543
2022-11-08 17:50 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s 0.440
2022-11-08 17:32 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.465 s 0.396
2022-11-08 17:43 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.129 s 0.395
2022-11-08 17:46 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.857 s 0.537
2022-11-08 17:52 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s -0.663
2022-11-08 17:52 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.957 s -0.012
2022-11-08 17:34 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.303 s 0.404
2022-11-08 17:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.293 s 0.708
2022-11-08 17:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.127 s 0.763
2022-11-08 17:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.264 s 0.325
2022-11-08 17:48 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.518
2022-11-08 17:50 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s 0.481
2022-11-08 17:56 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.472 s 0.532
2022-11-08 17:58 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.131 s 0.751
2022-11-08 17:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.195 s 0.607
2022-11-08 17:34 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 0.635
2022-11-08 17:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.607 s 0.508
2022-11-08 17:40 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.181 s 0.121
2022-11-08 17:40 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.151 s 0.401
2022-11-08 17:42 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.158 s 0.588
2022-11-08 17:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s 0.683
2022-11-08 17:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.156 s 0.303
2022-11-08 17:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.106 s -0.181
2022-11-08 17:50 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s 0.643
2022-11-08 17:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.266 s 0.205
2022-11-08 17:34 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.570 s 0.284
2022-11-08 17:45 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.168 s 0.243
2022-11-08 17:50 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.175 s -0.010
2022-11-08 17:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.585 s -0.724
2022-11-08 17:54 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.177 s 0.539
2022-11-08 17:54 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.617
2022-11-08 17:56 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.260 s 0.621
2022-11-08 17:58 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.152 s 0.790
2022-11-08 17:35 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.335 s -0.173
2022-11-08 17:37 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s 0.479
2022-11-08 17:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s 0.343
2022-11-08 17:42 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.280 s 0.519
2022-11-08 17:46 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s 0.583
2022-11-08 17:48 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.471
2022-11-08 17:57 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.159 s 0.712
2022-11-08 17:58 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.186 s 0.583
2022-11-08 17:38 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.135 s 0.842
2022-11-08 17:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.160 s 0.517
2022-11-08 17:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.275 s 0.538
2022-11-08 17:55 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.772 s 0.749
2022-11-08 17:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.679
2022-11-08 17:42 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.867 s 0.445
2022-11-08 17:44 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.255 s 0.256
2022-11-08 17:56 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.112 s 0.487
2022-11-08 17:58 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.378 s 0.730
2022-11-08 17:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.166 s 0.458
2022-11-08 17:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.227 s -1.079
2022-11-08 17:55 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.231 s 0.699
2022-11-08 17:46 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.469 s 0.450
2022-11-08 17:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.356
2022-11-08 17:54 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.225 s 0.467
2022-11-08 17:56 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.312 s 0.420
2022-11-08 17:59 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.354 s 1.244
2022-11-08 17:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.253 s -1.235
2022-11-08 17:50 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.521 s 0.587
2022-11-08 17:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.330 s -0.891
2022-11-08 17:57 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.593 s 0.437
2022-11-08 17:58 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.566
2022-11-08 17:53 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.142 s 0.683
2022-11-08 17:55 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.299 s 0.128
2022-11-08 17:55 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.103 s -0.142
2022-11-08 17:58 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.167 s 0.538