Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-14 17:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.806 s -0.100
2022-11-14 17:32 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.294 s -0.056
2022-11-14 17:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.339 s -0.179
2022-11-14 17:32 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.221 s 0.355
2022-11-14 17:32 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.231 s 0.278
2022-11-14 17:32 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.356 s 0.044
2022-11-14 17:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.407 s -0.742
2022-11-14 17:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.447 s 0.656
2022-11-14 17:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.402 s 0.424
2022-11-14 17:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.393 s 0.173
2022-11-14 17:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.323 s 0.060
2022-11-14 17:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.334 s -0.205
2022-11-14 17:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.407 s 0.224
2022-11-14 17:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.526 s 0.442
2022-11-14 17:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.901 s 0.633
2022-11-14 17:48 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.363 s 0.296
2022-11-14 17:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.394 s 0.711
2022-11-14 17:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.263 s 0.155
2022-11-14 17:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.325 s -0.047
2022-11-14 17:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.271 s 0.093
2022-11-14 17:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.368 s 0.273
2022-11-14 17:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.767 s 0.277
2022-11-14 17:53 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.300 s -0.382
2022-11-14 17:54 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.337 s 0.662
2022-11-14 17:55 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.314 s -0.252
2022-11-14 17:54 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.235 s -0.283
2022-11-14 17:55 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.459 s -0.470
2022-11-14 17:54 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.305 s -0.757
2022-11-14 17:54 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.245 s -0.435
2022-11-14 17:55 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.340 s -0.373
2022-11-14 18:00 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.264 s -0.523
2022-11-14 18:00 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.556 s 0.158
2022-11-14 18:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.297 s 0.305
2022-11-14 18:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.388 s -0.526
2022-11-14 18:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.309 s 0.006
2022-11-14 18:02 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.862 s -0.665
2022-11-14 18:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.437 s -0.599
2022-11-14 18:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.381 s 0.197
2022-11-14 18:06 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.901 s 0.022
2022-11-14 18:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.538 s -0.891
2022-11-14 18:39 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.103 s 0.555
2022-11-14 18:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.502 s -0.524
2022-11-14 18:19 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.469 s -0.157
2022-11-14 18:19 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.387 s -0.135
2022-11-14 18:19 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.518 s -0.373
2022-11-14 18:33 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.424 s -0.424
2022-11-14 18:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.327 s -0.372
2022-11-14 18:06 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.113 s -0.296
2022-11-14 18:07 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.194 s -0.279
2022-11-14 18:07 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.269 s -0.572
2022-11-14 18:12 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.040 s -0.296
2022-11-14 18:13 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.466 s -0.650
2022-11-14 18:20 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.934 s -0.573
2022-11-14 18:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.966 s -0.648
2022-11-14 18:50 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.535 s -0.241
2022-11-14 19:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.319 s -0.526
2022-11-14 19:05 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.157 s -1.705
2022-11-14 18:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.709 s -0.394
2022-11-14 18:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.332 s 0.054
2022-11-14 18:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.346 s -0.752
2022-11-14 18:24 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.802 s 0.071
2022-11-14 18:13 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.881 s -0.375
2022-11-14 18:18 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.630 s -0.230
2022-11-14 18:20 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.430 s -0.243
2022-11-14 19:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.376 s 0.748
2022-11-14 18:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.223 s -0.323
2022-11-14 18:07 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.196 s -0.459
2022-11-14 18:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.002 s -0.006
2022-11-14 18:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.414 s -0.310
2022-11-14 18:11 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.508 s -1.080
2022-11-14 18:25 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.066 s -0.069
2022-11-14 18:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.406 s -0.554
2022-11-14 18:07 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.309 s -0.513
2022-11-14 18:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.420 s -0.184
2022-11-14 18:18 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.075 s 0.009
2022-11-14 18:32 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.479 s -0.135
2022-11-14 18:33 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.375 s -0.634
2022-11-14 18:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.335 s -0.738
2022-11-14 18:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.417 s -0.965
2022-11-14 18:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.354 s -0.557
2022-11-14 18:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.695 s -0.256
2022-11-14 18:47 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.573 s 0.122
2022-11-14 19:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.550 s 0.060
2022-11-14 18:18 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.382 s -0.270
2022-11-14 18:26 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.466 s -0.525
2022-11-14 18:53 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.334 s -0.345
2022-11-14 18:53 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.481 s -0.259
2022-11-14 19:29 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.307 s -0.270
2022-11-14 19:46 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.549 s 0.272
2022-11-14 18:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.251 s -0.462
2022-11-14 18:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.655 s -0.649
2022-11-14 18:50 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.402 s -0.529
2022-11-14 19:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.248 s -0.807
2022-11-14 19:06 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.397 s -0.188
2022-11-14 18:38 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.171 s 0.016
2022-11-14 18:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.368 s -0.072
2022-11-14 18:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.314 s 0.287
2022-11-14 18:53 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.248 s -0.276
2022-11-14 18:34 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.874 s -1.003
2022-11-14 18:31 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.347 s 0.450
2022-11-14 18:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.277 s -0.217
2022-11-14 18:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.078 s 0.149
2022-11-14 19:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.248 s -0.394
2022-11-14 19:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.297 s -0.490
2022-11-14 19:15 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.236 s -0.345
2022-11-14 19:16 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.345 s -0.006
2022-11-14 18:34 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.395 s -0.315
2022-11-14 18:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.249 s -0.887
2022-11-14 19:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.311 s -0.313
2022-11-14 18:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.436 s -0.063
2022-11-14 18:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.531 s -0.690
2022-11-14 19:39 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.540 s 0.088
2022-11-14 18:32 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.297 s -0.055
2022-11-14 18:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.397 s -0.013
2022-11-14 19:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.362 s -0.309
2022-11-14 18:33 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.305 s -0.107
2022-11-14 19:06 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.269 s -0.560
2022-11-14 18:49 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.227 s -0.691
2022-11-14 18:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.615 s 0.777
2022-11-14 18:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.100 s -1.025
2022-11-14 18:53 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.281 s -0.151
2022-11-14 18:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.550 s -0.090
2022-11-14 19:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.160 s -0.386
2022-11-14 19:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.031 s 0.072
2022-11-14 19:05 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.856 s -1.279
2022-11-14 19:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.238 s -0.427
2022-11-14 19:13 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.913 s 0.285
2022-11-14 19:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.830 s -1.090
2022-11-14 19:06 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.902 s -0.772
2022-11-14 18:50 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.303 s -0.728
2022-11-14 19:15 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.485 s -1.226
2022-11-14 19:16 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.499 s 0.534
2022-11-14 19:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.149 s 0.251
2022-11-14 19:30 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.404 s -0.395
2022-11-14 19:30 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.536 s -0.568
2022-11-14 18:51 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.284 s -0.856
2022-11-14 19:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.267 s -0.401
2022-11-14 18:50 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s -0.292
2022-11-14 18:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.275 s 0.625
2022-11-14 19:15 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.260 s -0.663
2022-11-14 19:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.400 s -0.689
2022-11-14 19:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.230 s 0.181
2022-11-14 19:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.349 s -0.395
2022-11-14 19:06 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.382 s -0.422
2022-11-14 19:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.318 s -0.065
2022-11-14 19:37 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.620 s -0.891
2022-11-14 19:38 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.966 s -0.791
2022-11-14 19:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.314 s -0.698
2022-11-14 19:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.239 s -0.324
2022-11-14 18:50 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.804 s -0.424
2022-11-14 19:16 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.750 s -0.200
2022-11-14 19:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.607 s -0.929
2022-11-14 19:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.120 s 0.102
2022-11-14 19:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.342 s -0.399
2022-11-14 19:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.485 s 0.408
2022-11-14 19:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.257 s -0.071
2022-11-14 19:15 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.311 s -0.194
2022-11-14 19:51 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.390 s 0.294
2022-11-14 19:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.527 s -2.153
2022-11-14 19:30 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.361 s -0.456
2022-11-14 19:31 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.361 s -1.292
2022-11-14 19:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.715 s -0.479
2022-11-14 19:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.268 s -0.280
2022-11-14 19:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.314 s -0.820
2022-11-14 19:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.503 s -0.846
2022-11-14 19:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.533 s -0.520
2022-11-14 19:35 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.908 s -0.149
2022-11-14 19:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.433 s 0.184
2022-11-14 19:27 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.520 s 0.506
2022-11-14 19:29 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.644 s 0.070
2022-11-14 19:30 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.314 s -0.681
2022-11-14 19:49 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.748 s 0.215
2022-11-14 19:39 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.003 s -0.043
2022-11-14 19:50 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.721 s -0.335
2022-11-14 19:38 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.811 s 0.481
2022-11-14 19:51 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.111 s -1.520