Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 20:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.261 s 2.088
2022-11-15 20:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.206 s 1.706
2022-11-15 20:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.389 s 1.797
2022-11-15 20:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.498 s 2.211
2022-11-15 20:38 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.372 s 1.521
2022-11-15 20:25 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.728 s 1.850
2022-11-15 20:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.319 s 1.526
2022-11-15 20:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.363 s 2.378
2022-11-15 20:39 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.724 s 2.288
2022-11-15 20:24 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.320 s 2.105
2022-11-15 20:39 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.350 s 2.214
2022-11-15 20:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.231 s 1.681
2022-11-15 20:24 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.214 s 1.774
2022-11-15 20:35 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.467 s 0.584
2022-11-15 20:39 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.339 s 1.910
2022-11-15 20:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.318 s 1.913
2022-11-15 20:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.220 s 1.856
2022-11-15 20:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.378 s 0.551
2022-11-15 20:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.304 s 2.042
2022-11-15 20:44 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.259 s 1.914
2022-11-15 20:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.258 s 1.608
2022-11-15 20:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.382 s 2.170
2022-11-15 20:45 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.317 s 0.755
2022-11-15 20:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.268 s 2.048
2022-11-15 20:46 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.321 s 2.275
2022-11-15 20:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.897 s 0.934
2022-11-15 20:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.295 s 2.089
2022-11-15 20:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.247 s 2.106
2022-11-15 20:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.282 s 2.136
2022-11-15 20:46 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.416 s 1.911
2022-11-15 20:50 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.225 s 1.795
2022-11-15 20:50 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.534 s 1.294
2022-11-15 20:51 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.400 s 2.089
2022-11-15 20:51 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.284 s 1.766
2022-11-15 20:52 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.808 s 1.708
2022-11-15 20:51 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.295 s 1.767
2022-11-15 20:51 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.361 s 1.568
2022-11-15 20:52 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.379 s 0.413
2022-11-15 21:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.011 s 0.288
2022-11-15 20:57 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.181 s 1.951
2022-11-15 21:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.820 s 2.186
2022-11-15 20:56 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.879 s 1.856
2022-11-15 21:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.317 s 2.203
2022-11-15 21:10 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.410 s 1.699
2022-11-15 21:16 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.972 s 1.208
2022-11-15 21:31 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.458 s 2.207
2022-11-15 21:09 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.436 s 2.189
2022-11-15 20:57 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.057 s 0.593
2022-11-15 20:57 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.237 s 2.092
2022-11-15 21:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.399 s 1.980
2022-11-15 21:09 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.365 s 2.026
2022-11-15 21:15 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.299 s 1.989
2022-11-15 21:28 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.130 s 0.369
2022-11-15 21:22 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.455 s 0.279
2022-11-15 20:57 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.182 s 1.902
2022-11-15 21:08 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.356 s 2.021
2022-11-15 20:58 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.653 s 1.948
2022-11-15 21:15 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.018 s 0.697
2022-11-15 20:58 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.208 s 2.175
2022-11-15 21:32 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.051 s 1.523
2022-11-15 21:42 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.391 s 0.790
2022-11-15 21:42 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.301 s 2.236
2022-11-15 20:57 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.275 s 2.146
2022-11-15 21:22 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.340 s 1.898
2022-11-15 21:08 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.046 s 1.557
2022-11-15 21:23 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.804 s 1.794
2022-11-15 21:29 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.378 s 2.157
2022-11-15 21:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.053 s 1.295
2022-11-15 21:10 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.884 s 1.502
2022-11-15 21:15 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.432 s 2.022
2022-11-15 21:31 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.227 s 2.063
2022-11-15 21:32 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.627 s 1.856
2022-11-15 21:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.379 s 2.227
2022-11-15 21:08 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.596 s 0.298
2022-11-15 21:28 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.145 s 1.778
2022-11-15 21:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.494 s 0.482
2022-11-15 21:23 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.391 s 1.672
2022-11-15 21:21 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.335 s 0.962
2022-11-15 21:22 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.286 s 2.013
2022-11-15 21:41 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.639 s 0.250
2022-11-15 21:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.314 s 1.893
2022-11-15 21:23 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.372 s 2.043
2022-11-15 21:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.423 s 1.992
2022-11-15 21:22 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.280 s 1.800
2022-11-15 21:29 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.830 s 1.636
2022-11-15 21:36 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.562 s 0.461
2022-11-15 21:29 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.260 s 1.919
2022-11-15 21:29 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.362 s 2.550
2022-11-15 21:09 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.483 s 2.093
2022-11-15 21:15 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.366 s 2.167
2022-11-15 21:28 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.234 s 2.116
2022-11-15 21:39 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.203 s 1.756
2022-11-15 21:31 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.298 s 1.887
2022-11-15 21:39 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.502 s 1.850
2022-11-15 21:14 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.789 s 1.014
2022-11-15 21:15 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.328 s 1.956
2022-11-15 21:16 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.510 s 1.535
2022-11-15 21:31 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.352 s 1.933
2022-11-15 21:43 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.529 s 1.929
2022-11-15 21:29 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.301 s 2.054
2022-11-15 21:43 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.495 s 1.644
2022-11-15 21:39 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.265 s 2.127
2022-11-15 21:31 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.642 s 1.412
2022-11-15 21:39 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.785 s 1.292
2022-11-15 21:39 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.383 s 1.820
2022-11-15 21:42 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.231 s 2.313
2022-11-15 21:42 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.265 s 2.314
2022-11-15 21:38 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.191 s -0.068
2022-11-15 21:39 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.205 s 1.645
2022-11-15 21:42 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.431 s 2.411
2022-11-15 21:47 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.313 s -0.286
2022-11-15 21:49 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.230 s 2.491
2022-11-15 21:48 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.590 s -0.391
2022-11-15 21:48 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.231 s 2.266
2022-11-15 21:49 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.285 s 2.407
2022-11-15 21:49 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.279 s 1.987
2022-11-15 21:49 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.332 s 2.038
2022-11-15 21:53 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.800 s 1.805
2022-11-15 21:54 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.218 s 2.142
2022-11-15 21:50 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.735 s 2.478
2022-11-15 21:54 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.249 s 2.015
2022-11-15 21:54 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.009 s 0.545
2022-11-15 21:54 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.278 s 2.043
2022-11-15 21:54 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.373 s 2.281
2022-11-15 21:54 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.345 s 2.457
2022-11-15 21:55 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.794 s 2.077
2022-11-15 21:56 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.467 s 0.910
2022-11-15 21:55 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.088 s 1.156
2022-11-15 21:56 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.313 s 1.955
2022-11-15 21:56 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.242 s 1.893
2022-11-15 21:57 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.440 s 2.106
2022-11-15 21:57 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.248 s 2.028
2022-11-15 22:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.589 s -1.762
2022-11-15 22:10 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.294 s 1.207
2022-11-15 22:03 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.224 s 1.338
2022-11-15 22:03 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.279 s 2.271
2022-11-15 22:04 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.318 s 2.053
2022-11-15 21:58 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.688 s 0.850
2022-11-15 22:01 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.907 s 0.919
2022-11-15 21:57 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.301 s 2.354
2022-11-15 22:04 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.504 s 0.260
2022-11-15 22:04 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.704 s 2.116
2022-11-15 22:03 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.239 s 2.052
2022-11-15 22:18 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.347 s 1.177
2022-11-15 22:10 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.367 s 1.803
2022-11-15 22:09 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.274 s 2.074
2022-11-15 22:10 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.145 s 0.384
2022-11-15 22:10 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.481 s 1.166
2022-11-15 22:10 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.559 s 1.643
2022-11-15 22:11 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.124 s 0.966
2022-11-15 22:11 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.007 s 0.906
2022-11-15 22:15 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.485 s 0.637
2022-11-15 22:17 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.623 s 0.242
2022-11-15 22:17 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.370 s 2.076
2022-11-15 22:17 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.291 s 2.021
2022-11-15 22:17 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.292 s 1.645
2022-11-15 22:18 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.489 s 1.881
2022-11-15 22:33 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 37.879 s 1.688
2022-11-15 22:37 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.315 s 2.071
2022-11-15 22:25 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.417 s 1.553
2022-11-15 22:26 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.927 s 1.517
2022-11-15 22:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.487 s 0.282
2022-11-15 22:18 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.317 s 1.518
2022-11-15 22:23 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.891 s 1.634
2022-11-15 22:36 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.278 s 2.053
2022-11-15 22:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.474 s 0.745
2022-11-15 22:36 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.223 s 1.935
2022-11-15 22:25 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.790 s 1.595
2022-11-15 22:36 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.766 s 0.166
2022-11-15 22:25 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.923 s 0.918
2022-11-15 22:37 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.256 s 1.513
2022-11-15 22:37 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.661 s 1.677
2022-11-15 22:25 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.497 s 2.021
2022-11-15 22:36 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.217 s 2.333
2022-11-15 22:38 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.377 s 1.988
2022-11-15 22:39 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.050 s 1.400