Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-17 09:13 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.242 s -0.849
2023-01-17 09:14 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.850 s -1.062
2023-01-17 09:21 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.339 s -0.506
2023-01-17 09:21 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.381 s -0.323
2023-01-17 09:13 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.250 s -0.929
2023-01-17 09:14 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.384 s -1.121
2023-01-17 09:19 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.420 s -0.399
2023-01-17 09:20 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.929 s -0.664
2023-01-17 09:18 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.795 s -0.623
2023-01-17 09:19 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.553 s -0.888
2023-01-17 09:14 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.352 s -0.727
2023-01-17 09:18 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.355 s 1.484
2023-01-17 09:20 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.483 s -1.294
2023-01-17 09:13 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.310 s -0.593
2023-01-17 09:19 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.402 s -0.211
2023-01-17 09:21 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.276 s 0.020
2023-01-17 09:19 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.334 s -0.073
2023-01-17 09:19 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.410 s -0.074
2023-01-17 09:18 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.323 s 0.085
2023-01-17 09:21 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.269 s -0.089
2023-01-17 09:22 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.788 s -0.116
2023-01-17 09:22 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.375 s -0.102
2023-01-17 09:26 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.279 s 0.389
2023-01-17 09:27 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.234 s 0.431
2023-01-17 09:27 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.736 s -0.913
2023-01-17 09:27 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.299 s 0.146
2023-01-17 09:28 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.245 s 0.142
2023-01-17 09:28 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.314 s 0.205
2023-01-17 09:29 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.463 s -0.266
2023-01-17 09:28 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.338 s 0.567
2023-01-17 09:33 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.260 s 0.258
2023-01-17 09:34 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.308 s 0.353
2023-01-17 09:33 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.573 s -0.001
2023-01-17 09:33 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.299 s 0.318
2023-01-17 09:34 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.387 s -0.122
2023-01-17 09:34 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.435 s -0.029
2023-01-17 09:35 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.847 s 0.183
2023-01-17 09:34 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.380 s 0.758
2023-01-17 09:40 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.088 s -0.694
2023-01-17 09:40 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.196 s 0.017
2023-01-17 09:39 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.899 s 0.416
2023-01-17 09:40 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.265 s 0.021
2023-01-17 09:40 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.307 s 0.044
2023-01-17 09:40 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.196 s -0.044
2023-01-17 09:41 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.226 s -0.180
2023-01-17 09:41 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.712 s -0.278
2023-01-17 09:46 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.339 s 0.258
2023-01-17 09:46 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.417 s 0.673
2023-01-17 09:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.499 s 0.932
2023-01-17 09:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.005 s -0.084
2023-01-17 09:53 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.922 s 0.274
2023-01-17 09:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.875 s 0.102
2023-01-17 09:58 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.804 s 0.465
2023-01-17 09:45 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.331 s 0.552
2023-01-17 09:45 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.415 s 0.054
2023-01-17 09:51 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.077 s 0.505
2023-01-17 09:46 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.459 s 0.076
2023-01-17 09:52 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.471 s 0.301
2023-01-17 09:53 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.429 s 0.361
2023-01-17 09:52 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.385 s 0.387
2023-01-17 09:52 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.623 s -0.942
2023-01-17 09:52 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.516 s 0.336
2023-01-17 09:52 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.380 s 0.129
2023-01-17 09:59 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.395 s 0.451
2023-01-17 10:06 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.370 s 0.117
2023-01-17 09:59 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.313 s 0.657
2023-01-17 10:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.361 s 0.060
2023-01-17 09:59 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.455 s 0.509
2023-01-17 10:00 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.523 s 0.573
2023-01-17 10:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.388 s 0.370
2023-01-17 09:59 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.344 s 0.551
2023-01-17 10:00 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.024 s -0.489
2023-01-17 10:06 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.296 s 0.261
2023-01-17 09:58 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.051 s -0.371
2023-01-17 10:06 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.301 s 0.462
2023-01-17 10:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.500 s -0.451
2023-01-17 10:06 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.422 s -0.020
2023-01-17 10:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.858 s 0.082
2023-01-17 10:12 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.149 s 0.547
2023-01-17 10:13 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.276 s 0.290
2023-01-17 10:12 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.089 s -0.357
2023-01-17 10:12 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.251 s 0.087
2023-01-17 10:13 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.332 s -0.037
2023-01-17 10:13 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.038 s -1.046
2023-01-17 10:13 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.415 s -0.574
2023-01-17 10:13 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.396 s 0.231
2023-01-17 10:14 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.071 s 0.466
2023-01-17 10:15 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.763 s -0.506
2023-01-17 10:15 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.246 s 0.141
2023-01-17 10:15 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.374 s -0.169
2023-01-17 10:15 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.327 s 0.099
2023-01-17 10:16 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.503 s -0.283
2023-01-17 10:17 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.126 s -1.430
2023-01-17 10:16 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.675 s -1.157
2023-01-17 10:21 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.725 s -1.020
2023-01-17 10:23 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.512 s -1.338
2023-01-17 10:23 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.218 s 0.907
2023-01-17 10:24 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.398 s 0.180
2023-01-17 10:23 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.306 s -0.279
2023-01-17 10:24 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.552 s -0.578
2023-01-17 10:24 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.319 s -0.843
2023-01-17 10:24 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.817 s -0.270
2023-01-17 10:25 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.798 s -0.869
2023-01-17 10:27 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.496 s -0.173
2023-01-17 10:27 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.257 s 0.183
2023-01-17 10:27 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.291 s -0.007
2023-01-17 10:26 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.621 s -0.847
2023-01-17 10:27 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.346 s -0.183
2023-01-17 10:28 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.565 s -0.125
2023-01-17 10:34 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.253 s -0.124
2023-01-17 10:34 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.370 s -0.242
2023-01-17 10:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.866 s 0.112
2023-01-17 10:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.308 s 0.141
2023-01-17 10:28 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.554 s -1.004
2023-01-17 10:34 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.250 s -0.146
2023-01-17 10:35 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.814 s -0.072
2023-01-17 10:35 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.301 s 0.015
2023-01-17 10:40 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.904 s -0.353
2023-01-17 10:41 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.094 s 0.454
2023-01-17 10:32 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.372 s -0.265
2023-01-17 10:39 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.080 s -0.545
2023-01-17 10:40 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.387 s 0.675
2023-01-17 10:42 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.522 s -0.291
2023-01-17 10:39 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s 0.209
2023-01-17 10:40 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.384 s -0.175
2023-01-17 10:33 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.762 s -0.519
2023-01-17 10:42 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.256 s 0.490
2023-01-17 10:34 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.324 s -0.166
2023-01-17 10:42 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.265 s 0.278
2023-01-17 10:39 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.265 s 0.254
2023-01-17 10:42 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.340 s 0.262
2023-01-17 10:42 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.510 s -0.503
2023-01-17 10:43 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.318 s 0.431
2023-01-17 10:43 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.721 s -0.153
2023-01-17 10:47 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.917 s 0.287
2023-01-17 10:49 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.235 s -0.176
2023-01-17 10:49 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.310 s 0.053
2023-01-17 10:49 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.348 s 0.133
2023-01-17 10:49 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.530 s -0.868
2023-01-17 10:49 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.256 s -0.094
2023-01-17 10:50 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.524 s -0.306
2023-01-17 10:50 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.765 s 0.078
2023-01-17 10:55 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.857 s -1.831
2023-01-17 10:56 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.315 s -0.018
2023-01-17 10:56 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.324 s -1.438
2023-01-17 10:56 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.507 s -0.112
2023-01-17 10:56 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.399 s 0.174
2023-01-17 10:57 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.607 s -0.120
2023-01-17 10:57 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.177 s 0.038
2023-01-17 10:57 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.060 s 0.012
2023-01-17 11:02 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.830 s -0.116
2023-01-17 11:03 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.897 s -0.380
2023-01-17 11:03 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.302 s 0.368
2023-01-17 11:04 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.399 s 0.278
2023-01-17 11:04 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.304 s 0.391
2023-01-17 11:04 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.527 s 0.130
2023-01-17 11:05 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.352 s 0.132
2023-01-17 11:05 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.355 s 0.155
2023-01-17 11:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.448 s 0.330
2023-01-17 11:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.986 s -0.787
2023-01-17 11:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.010 s 0.035
2023-01-17 11:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.904 s 0.742
2023-01-17 11:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.674 s -0.134
2023-01-17 11:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.834 s 0.262
2023-01-17 11:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.538 s 0.259
2023-01-17 11:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.653 s -0.205
2023-01-17 11:23 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.235 s 0.213
2023-01-17 11:24 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.346 s 0.320
2023-01-17 11:23 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 56.066 s -0.930
2023-01-17 11:23 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.308 s 0.221
2023-01-17 11:20 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 41.543 s -0.981
2023-01-17 11:24 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.241 s 0.150
2023-01-17 11:24 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.275 s -0.557
2023-01-17 11:24 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.715 s 0.350
2023-01-17 11:25 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.405 s -0.568
2023-01-17 11:26 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.129 s -0.808