Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-13 18:19 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.774 s 0.919
2023-01-13 18:17 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.220 s 1.253
2023-01-13 18:17 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.331 s 1.266
2023-01-13 18:16 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.216 s 1.054
2023-01-13 18:30 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.386 s 1.375
2023-01-13 18:29 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.447 s 1.197
2023-01-13 18:17 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.273 s 1.107
2023-01-13 18:32 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.304 s 1.289
2023-01-13 18:29 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.373 s 1.112
2023-01-13 18:18 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.322 s 1.337
2023-01-13 18:33 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.364 s 0.447
2023-01-13 18:32 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.347 s 1.344
2023-01-13 18:39 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.331 s 0.865
2023-01-13 18:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.291 s 1.029
2023-01-13 19:09 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.200 s 0.873
2023-01-13 18:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.363 s 0.906
2023-01-13 18:31 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.254 s 1.031
2023-01-13 18:56 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.323 s 1.330
2023-01-13 18:27 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.407 s -1.034
2023-01-13 18:29 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.313 s 0.747
2023-01-13 18:29 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.317 s 1.283
2023-01-13 18:32 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.263 s 0.849
2023-01-13 18:30 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.514 s 1.279
2023-01-13 18:52 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.685 s 1.061
2023-01-13 19:01 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.075 s 1.137
2023-01-13 18:39 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.234 s 1.258
2023-01-13 18:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.290 s 0.975
2023-01-13 18:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.383 s 0.120
2023-01-13 18:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.244 s 0.837
2023-01-13 18:56 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.330 s 1.291
2023-01-13 18:57 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.409 s 1.567
2023-01-13 18:31 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.407 s 1.135
2023-01-13 18:38 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.278 s 0.807
2023-01-13 18:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.542 s 0.968
2023-01-13 18:31 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.898 s 0.790
2023-01-13 18:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.836 s 0.916
2023-01-13 18:51 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.183 s 1.685
2023-01-13 18:33 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.758 s 1.065
2023-01-13 18:57 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.850 s 1.527
2023-01-13 18:30 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.390 s 1.534
2023-01-13 18:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.286 s 0.560
2023-01-13 18:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.426 s 0.939
2023-01-13 18:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.414 s 0.967
2023-01-13 18:55 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.497 s 0.481
2023-01-13 18:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.279 s -0.143
2023-01-13 18:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.287 s 0.886
2023-01-13 18:56 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.443 s 1.021
2023-01-13 19:02 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.367 s 1.213
2023-01-13 18:50 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.897 s 1.345
2023-01-13 19:09 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.433 s 1.648
2023-01-13 18:38 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.226 s 0.939
2023-01-13 18:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.299 s 1.033
2023-01-13 18:56 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.179 s 0.818
2023-01-13 18:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.456 s 0.865
2023-01-13 19:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.375 s 1.195
2023-01-13 19:16 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.667 s 0.022
2023-01-13 19:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.789 s 0.990
2023-01-13 18:50 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.232 s 0.046
2023-01-13 18:56 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.394 s 1.128
2023-01-13 19:09 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.302 s 1.441
2023-01-13 19:16 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.400 s 0.907
2023-01-13 18:51 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.216 s 0.938
2023-01-13 18:51 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.187 s 0.974
2023-01-13 19:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.754 s 0.269
2023-01-13 19:03 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.909 s 1.367
2023-01-13 19:23 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.267 s 0.529
2023-01-13 19:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.387 s 0.947
2023-01-13 19:09 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.379 s 1.007
2023-01-13 19:22 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.241 s 0.686
2023-01-13 19:24 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.652 s 0.493
2023-01-13 19:02 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.451 s 1.263
2023-01-13 19:10 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.978 s 0.988
2023-01-13 19:15 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.354 s 1.382
2023-01-13 19:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.275 s 0.664
2023-01-13 19:03 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.493 s 1.768
2023-01-13 19:10 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.520 s 0.940
2023-01-13 19:17 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.852 s 0.710
2023-01-13 19:23 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.374 s 1.179
2023-01-13 19:23 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.837 s 1.188
2023-01-13 19:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.414 s 1.436
2023-01-13 19:08 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.799 s 1.171
2023-01-13 19:09 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.342 s 0.560
2023-01-13 19:16 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.351 s 0.657
2023-01-13 19:16 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.292 s 0.929
2023-01-13 19:23 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.385 s 0.753
2023-01-13 19:25 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.304 s 0.767
2023-01-13 19:26 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.052 s 0.513
2023-01-13 19:22 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.116 s 1.019
2023-01-13 19:25 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.235 s 0.660
2023-01-13 19:16 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.075
2023-01-13 19:24 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.073 s 0.795
2023-01-13 19:26 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.635 s 1.043
2023-01-13 19:32 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.063 s 0.833
2023-01-13 19:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.206 s 1.210
2023-01-13 19:17 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.377 s 0.911
2023-01-13 19:25 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.472 s 0.792
2023-01-13 19:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.213 s 0.627
2023-01-13 19:21 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.166 s 0.087
2023-01-13 19:22 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.310 s 0.600
2023-01-13 19:25 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.356 s 1.214
2023-01-13 19:30 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.568 s 0.908
2023-01-13 19:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.509 s 1.133
2023-01-13 19:35 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.621 s 1.140
2023-01-13 19:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.247 s 0.581
2023-01-13 19:36 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.368 s 1.225
2023-01-13 19:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.320 s 0.570
2023-01-13 19:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.282 s 0.603
2023-01-13 19:37 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.504 s 0.928
2023-01-13 19:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.459 s 0.777
2023-01-13 19:43 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.299 s 0.776
2023-01-13 19:41 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.362 s 0.058
2023-01-13 19:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.554 s 0.732
2023-01-13 19:43 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.239 s 0.716
2023-01-13 19:42 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.460 s 1.780
2023-01-13 19:43 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.243 s 0.541
2023-01-13 19:43 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.350 s 0.500
2023-01-13 19:44 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.290 s 0.627
2023-01-13 19:44 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.804 s 0.460
2023-01-13 19:47 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.855 s 1.109
2023-01-13 19:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.376 s 1.047
2023-01-13 19:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.452 s 0.789
2023-01-13 19:48 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.135 s 0.529
2023-01-13 19:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.287 s 0.542
2023-01-13 19:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.814 s 0.877
2023-01-13 19:50 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.076 s 1.254
2023-01-13 19:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.222 s 0.857
2023-01-13 19:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.252 s 0.805
2023-01-13 19:51 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.253 s 0.846
2023-01-13 19:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.353 s 0.832
2023-01-13 19:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.442 s 1.201
2023-01-13 19:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.318 s 0.760
2023-01-13 19:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.249 s 0.524
2023-01-13 19:51 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.305 s 1.004
2023-01-13 19:52 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.680 s 1.105
2023-01-13 19:55 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.911 s 0.628
2023-01-13 19:58 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.244 s 0.851
2023-01-13 19:57 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.144 s 0.550
2023-01-13 19:57 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.288 s 0.700
2023-01-13 19:58 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.323 s 0.852
2023-01-13 19:57 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.222 s 0.822
2023-01-13 19:59 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.729 s 1.156
2023-01-13 19:58 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.513 s 0.508
2023-01-13 20:03 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.576 s 0.929
2023-01-13 20:04 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.126 s 0.706
2023-01-13 20:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.303 s 1.138
2023-01-13 20:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.376 s 1.150
2023-01-13 20:05 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.571 s 1.164
2023-01-13 20:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.489 s 1.203
2023-01-13 20:05 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.155 s 1.227
2023-01-13 20:05 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.032 s 0.928
2023-01-13 20:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.770 s 1.318
2023-01-13 20:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.290 s 0.955
2023-01-13 20:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.376 s 0.849
2023-01-13 20:11 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.578 s 1.399
2023-01-13 20:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.292 s 1.264
2023-01-13 20:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.488 s 1.042
2023-01-13 20:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.341 s 1.002
2023-01-13 20:13 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.302 s 1.302
2023-01-13 20:17 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.897 s 1.333
2023-01-13 20:19 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.432 s 1.539
2023-01-13 20:19 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.510 s 1.541
2023-01-13 20:19 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.602 s 0.160
2023-01-13 20:20 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.942 s 1.340
2023-01-13 20:19 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.816 s 1.485
2023-01-13 20:20 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.614 s 1.278
2023-01-13 20:21 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.983 s 0.898
2023-01-13 20:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 39.619 s 1.437
2023-01-13 20:31 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.227 s 1.124
2023-01-13 20:30 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 54.691 s 1.565
2023-01-13 20:31 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.221 s 1.237
2023-01-13 20:31 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.285 s 0.825
2023-01-13 20:31 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.320 s 1.058
2023-01-13 20:31 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.259 s 1.020
2023-01-13 20:31 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.664 s 1.079
2023-01-13 20:32 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.385 s 1.151
2023-01-13 20:33 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.026 s 1.957