Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-10 21:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.280 s 0.857
2022-11-10 21:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.225 s 0.785
2022-11-10 21:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.214 s 0.983
2022-11-10 21:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.341 s 0.935
2022-11-10 21:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.322 s 1.299
2022-11-10 21:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.813 s -0.229
2022-11-10 21:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.783 s -0.964
2022-11-10 21:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.513 s 1.304
2022-11-10 21:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.740 s 1.506
2022-11-10 21:46 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.306 s 1.209
2022-11-10 21:53 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.409 s 2.204
2022-11-10 21:52 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.713 s -0.655
2022-11-10 21:44 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.306 s 1.862
2022-11-10 21:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.413 s 0.178
2022-11-10 21:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.356 s 1.613
2022-11-10 21:46 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.252 s 1.474
2022-11-10 21:46 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.351 s 1.148
2022-11-10 21:44 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.377 s 1.322
2022-11-10 21:46 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.259 s 1.447
2022-11-10 21:44 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.317 s 1.991
2022-11-10 21:44 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.392 s 1.450
2022-11-10 21:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.336 s 2.315
2022-11-10 21:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.891 s 1.510
2022-11-10 21:44 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.390 s 1.536
2022-11-10 21:51 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.263 s 1.655
2022-11-10 21:52 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.219 s 2.026
2022-11-10 21:52 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.266 s 2.134
2022-11-10 21:52 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.226 s 2.280
2022-11-10 21:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.227 s 1.544
2022-11-10 21:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.365 s 2.016
2022-11-10 21:58 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.280 s 2.299
2022-11-10 21:52 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.281 s 2.165
2022-11-10 21:53 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.322 s 2.127
2022-11-10 21:58 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.398 s 2.212
2022-11-10 21:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.533 s 1.363
2022-11-10 21:58 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.351 s 2.249
2022-11-10 21:58 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.289 s 2.467
2022-11-10 21:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.797 s 2.080
2022-11-10 22:03 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.876 s 2.160
2022-11-10 22:04 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.079 s 0.171
2022-11-10 22:05 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.276 s 1.924
2022-11-10 22:04 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.183 s 1.542
2022-11-10 22:04 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.238 s 1.872
2022-11-10 22:04 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.180 s 1.930
2022-11-10 22:05 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.209 s 1.946
2022-11-10 22:05 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.661 s 1.466
2022-11-10 22:10 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.318 s 2.130
2022-11-10 22:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.342 s 0.684
2022-11-10 22:09 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 4.989 s 0.507
2022-11-10 22:09 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.377 s 2.244
2022-11-10 22:22 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.374 s 1.524
2022-11-10 22:38 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.644 s 1.260
2022-11-10 22:10 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.819 s 2.155
2022-11-10 22:16 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.434 s 2.370
2022-11-10 22:17 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.876 s 1.723
2022-11-10 22:29 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.391 s 1.110
2022-11-10 22:39 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.627 s 1.868
2022-11-10 22:22 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.324 s 2.492
2022-11-10 22:30 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.383 s 2.087
2022-11-10 22:15 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.050 s 1.287
2022-11-10 22:15 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.583 s 0.382
2022-11-10 22:10 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.423 s 1.926
2022-11-10 22:22 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.039 s 0.288
2022-11-10 22:29 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.282 s 2.487
2022-11-10 22:23 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.960 s 1.570
2022-11-10 22:09 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.479 s 2.165
2022-11-10 22:16 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.365 s 2.125
2022-11-10 22:10 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.398 s 2.109
2022-11-10 22:16 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.480 s 2.268
2022-11-10 22:29 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.334 s 2.206
2022-11-10 22:22 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.298 s 2.070
2022-11-10 22:16 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.355 s 2.216
2022-11-10 22:09 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.312 s 2.156
2022-11-10 22:17 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.405 s 2.394
2022-11-10 22:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.781 s 1.810
2022-11-10 22:38 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.229 s 1.720
2022-11-10 23:17 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.345 s 1.256
2022-11-10 22:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.517 s 1.017
2022-11-10 23:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.862 s -1.642
2022-11-10 22:23 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.506 s 1.926
2022-11-10 22:30 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.367 s 2.606
2022-11-10 22:23 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.429 s 2.199
2022-11-10 22:46 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.387 s 1.228
2022-11-10 22:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.238 s 0.860
2022-11-10 22:56 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.342 s 1.144
2022-11-10 22:46 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.299 s -1.742
2022-11-10 22:35 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.145 s 1.753
2022-11-10 22:36 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.300 s 2.084
2022-11-10 22:29 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.272 s 2.739
2022-11-10 22:30 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.806 s 1.875
2022-11-10 22:38 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.295 s 1.994
2022-11-10 22:50 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.444 s 1.582
2022-11-10 22:57 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.284 s 1.285
2022-11-10 23:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.309 s 1.117
2022-11-10 23:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.239 s 2.027
2022-11-10 22:36 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.259 s 2.166
2022-11-10 22:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.330 s -0.544
2022-11-10 22:57 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.765 s 1.324
2022-11-10 23:01 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.223 s 1.347
2022-11-10 23:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.250 s 0.753
2022-11-10 22:35 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.087 s 0.669
2022-11-10 22:36 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.362 s 2.572
2022-11-10 22:38 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.467 s 1.552
2022-11-10 22:39 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.040 s 1.936
2022-11-10 22:46 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.211 s 0.932
2022-11-10 22:35 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.232 s 2.368
2022-11-10 22:36 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.380 s 1.946
2022-11-10 22:50 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.520 s -0.008
2022-11-10 23:12 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.710 s 1.674
2022-11-10 22:36 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.785 s 2.448
2022-11-10 22:46 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.807 s -0.585
2022-11-10 22:48 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.713 s -1.110
2022-11-10 23:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.380 s 1.751
2022-11-10 22:37 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.058 s 1.049
2022-11-10 22:47 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.224 s 0.968
2022-11-10 22:49 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.314 s 1.110
2022-11-10 23:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.154 s -1.032
2022-11-10 22:38 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.354 s 1.592
2022-11-10 22:49 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.240 s 0.822
2022-11-10 23:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.789 s 2.081
2022-11-10 23:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.915 s 0.141
2022-11-10 23:11 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.281 s 2.014
2022-11-10 22:50 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.546 s 0.365
2022-11-10 22:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.705 s -2.277
2022-11-10 23:11 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.330 s 1.057
2022-11-10 23:18 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.519 s -2.247
2022-11-10 23:19 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.287 s -4.063
2022-11-10 22:44 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.557 s 0.613
2022-11-10 23:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.538 s -0.902
2022-11-10 23:12 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.483 s 1.739
2022-11-10 22:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.268 s 1.812
2022-11-10 22:49 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.275 s 0.691
2022-11-10 22:56 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.299 s 1.069
2022-11-10 23:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.255 s 1.176
2022-11-10 23:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.253 s 1.335
2022-11-10 22:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.242 s 0.563
2022-11-10 23:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.315 s 1.670
2022-11-10 23:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.443 s 1.838
2022-11-10 23:11 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.354 s -0.408
2022-11-10 22:49 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.545 s -2.109
2022-11-10 23:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.727 s -0.977
2022-11-10 23:18 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.578 s 0.530
2022-11-10 23:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.079 s -0.594
2022-11-10 23:01 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.346 s -2.826
2022-11-10 23:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.360 s 1.232
2022-11-10 23:17 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.165 s -0.572
2022-11-10 23:18 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.314 s -0.842
2022-11-10 23:19 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.136 s -3.247
2022-11-10 23:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.217 s 2.318
2022-11-10 23:18 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.389 s 0.056
2022-11-10 23:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 9.029 s -2.959
2022-11-10 23:25 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.631 s 0.169
2022-11-10 23:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.290 s 1.791
2022-11-10 23:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.292 s 1.760
2022-11-10 23:34 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.374 s 1.798
2022-11-10 23:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.379 s 1.352
2022-11-10 23:34 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.905 s 1.799
2022-11-10 23:41 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.397 s 0.622
2022-11-10 23:45 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.652 s 1.831
2022-11-10 23:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.493 s 1.569
2022-11-10 23:33 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.413 s 1.963
2022-11-10 23:33 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.914 s 1.099
2022-11-10 23:32 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.460 s 0.350
2022-11-10 23:44 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.219 s 2.059
2022-11-10 23:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.305 s 2.101
2022-11-10 23:44 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.222 s 1.962
2022-11-10 23:44 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.313 s 2.042
2022-11-10 23:44 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.751 s 0.261
2022-11-10 23:45 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.255 s 1.709
2022-11-10 23:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.342 s 1.709
2022-11-10 23:30 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.892 s 1.552
2022-11-10 23:44 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.279 s 1.790
2022-11-10 23:46 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.384 s 1.120
2022-11-10 23:33 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.497 s 1.848
2022-11-10 23:33 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.789 s 1.629
2022-11-10 23:47 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.083 s -0.253