Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-09 19:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.413 s -0.447
2022-11-09 19:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.381 s -0.692
2022-11-09 19:17 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.349 s -1.068
2022-11-09 19:10 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.908 s -1.272
2022-11-09 19:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.432 s -1.040
2022-11-09 19:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.562 s -1.074
2022-11-09 19:17 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.392 s -0.889
2022-11-09 19:10 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.349 s -0.907
2022-11-09 19:14 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.327 s -0.403
2022-11-09 19:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.529 s -1.717
2022-11-09 19:09 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.239 s -1.274
2022-11-09 19:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.274 s -0.787
2022-11-09 19:09 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.392 s -1.293
2022-11-09 19:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.418 s -1.096
2022-11-09 19:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.839 s -0.570
2022-11-09 19:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.337 s -0.407
2022-11-09 19:14 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.417 s -0.800
2022-11-09 19:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.918 s -0.568
2022-11-09 19:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.283 s -0.703
2022-11-09 19:09 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.244 s -0.954
2022-11-09 19:09 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.320 s -1.110
2022-11-09 19:14 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 6.005 s -0.999
2022-11-09 19:22 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.335 s -1.266
2022-11-09 19:23 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.969 s -1.021
2022-11-09 19:23 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.245 s -0.497
2022-11-09 19:23 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.235 s -0.408
2022-11-09 19:23 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.308 s -0.911
2022-11-09 19:24 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.321 s -0.372
2022-11-09 19:24 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.341 s -0.416
2022-11-09 19:24 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.472 s -0.522
2022-11-09 19:36 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.358 s -0.757
2022-11-09 19:41 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.421 s -0.615
2022-11-09 19:43 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.946 s -0.984
2022-11-09 19:36 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.268 s -0.360
2022-11-09 19:37 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.224 s -0.168
2022-11-09 19:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.986 s -0.789
2022-11-09 19:29 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.570 s -0.142
2022-11-09 19:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.914 s -0.890
2022-11-09 19:41 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.502 s -0.855
2022-11-09 19:30 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.390 s -0.482
2022-11-09 19:41 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.344 s -0.962
2022-11-09 19:30 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.441 s -0.507
2022-11-09 19:29 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.390 s -0.456
2022-11-09 19:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.346 s -0.653
2022-11-09 19:35 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.916 s -0.708
2022-11-09 19:37 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.774 s -0.555
2022-11-09 19:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.099 s -1.276
2022-11-09 19:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.530 s -0.665
2022-11-09 19:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.280 s -1.168
2022-11-09 19:36 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.317 s -0.565
2022-11-09 19:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.487 s -0.932
2022-11-09 19:29 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.300 s -0.108
2022-11-09 19:41 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.434 s -1.277
2022-11-09 19:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.900 s -0.996
2022-11-09 19:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.380 s -0.292
2022-11-09 19:42 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.473 s -0.861
2022-11-09 19:30 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.308 s 0.012
2022-11-09 19:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.388 s -0.268
2022-11-09 19:36 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.194 s -0.465
2022-11-09 19:36 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.196 s -0.635
2022-11-09 19:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.422 s -0.417
2022-11-09 19:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.429 s -0.202
2022-11-09 19:55 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.416 s -0.855
2022-11-09 19:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.818 s -0.649
2022-11-09 19:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.333 s -0.893
2022-11-09 19:55 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.326 s -0.580
2022-11-09 19:55 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.349 s -0.191
2022-11-09 19:55 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.477 s -0.772
2022-11-09 19:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.533 s -0.326
2022-11-09 19:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.051 s -0.305
2022-11-09 20:01 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.367 s -0.320
2022-11-09 20:02 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.429 s -0.575
2022-11-09 20:02 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.306 s -0.300
2022-11-09 20:02 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.298 s -0.259
2022-11-09 20:02 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.739 s -0.905
2022-11-09 20:02 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.378 s -0.707
2022-11-09 20:03 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.394 s -0.257
2022-11-09 20:03 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.908 s -0.385
2022-11-09 20:23 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.341 s -0.649
2022-11-09 20:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.247 s -1.073
2022-11-09 20:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.374 s -1.348
2022-11-09 20:17 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.596 s -1.318
2022-11-09 20:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.421 s -0.723
2022-11-09 20:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.510 s -0.607
2022-11-09 20:30 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.254 s -1.230
2022-11-09 20:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.273 s 0.028
2022-11-09 20:23 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.510 s -0.673
2022-11-09 20:22 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.481 s -1.909
2022-11-09 20:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.338 s -0.873
2022-11-09 20:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.088 s -0.250
2022-11-09 20:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.649 s -0.697
2022-11-09 20:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.189 s -1.212
2022-11-09 20:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.393 s 0.208
2022-11-09 20:20 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.315 s -0.417
2022-11-09 20:08 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.259 s -1.340
2022-11-09 20:19 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.274 s -1.549
2022-11-09 20:20 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.551 s -0.902
2022-11-09 20:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.720 s -0.388
2022-11-09 20:13 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.113 s -2.366
2022-11-09 20:20 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.801 s -0.256
2022-11-09 20:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.337 s -0.751
2022-11-09 20:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.336 s -0.890
2022-11-09 20:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.993 s 0.082
2022-11-09 20:20 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.408 s -1.304
2022-11-09 20:21 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.695 s -1.775
2022-11-09 20:35 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.334 s -0.291
2022-11-09 20:19 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.303 s -0.499
2022-11-09 20:19 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.220 s -0.208
2022-11-09 20:24 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.550 s 0.239
2022-11-09 20:36 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.396 s -0.942
2022-11-09 20:23 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.280 s -0.243
2022-11-09 20:24 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.542 s -1.499
2022-11-09 20:30 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.371 s -0.584
2022-11-09 20:23 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.248 s -0.331
2022-11-09 20:30 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.321 s -0.395
2022-11-09 20:30 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.247 s -0.307
2022-11-09 20:31 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.851 s -0.113
2022-11-09 20:35 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.315 s -0.736
2022-11-09 20:28 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.315 s -0.281
2022-11-09 20:34 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.834 s -0.592
2022-11-09 20:31 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.292 s -0.190
2022-11-09 20:36 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.953 s -0.418
2022-11-09 20:29 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.609 s -0.617
2022-11-09 20:35 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.238 s -0.549
2022-11-09 20:36 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.398 s -0.288
2022-11-09 20:38 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.257 s -0.254
2022-11-09 20:35 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.271 s -0.799
2022-11-09 20:37 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.127 s -0.366
2022-11-09 20:38 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.526 s -1.262
2022-11-09 20:38 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.512 s -0.384
2022-11-09 20:38 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.347 s -0.577
2022-11-09 20:38 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.266 s -0.312
2022-11-09 20:43 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.924 s -0.892
2022-11-09 20:45 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.325 s -0.990
2022-11-09 20:52 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.495 s -1.192
2022-11-09 20:45 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.237 s -0.482
2022-11-09 20:39 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.321 s -0.504
2022-11-09 21:09 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.589 s -1.311
2022-11-09 20:39 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.749 s -1.599
2022-11-09 20:46 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.791 s -0.446
2022-11-09 20:45 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.544 s -0.143
2022-11-09 20:51 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.482 s -2.274
2022-11-09 21:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.953 s -0.011
2022-11-09 20:52 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.307 s -0.849
2022-11-09 20:53 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.044 s -0.768
2022-11-09 20:45 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.360 s -0.650
2022-11-09 20:57 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.701 s -0.547
2022-11-09 21:00 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.552 s -0.736
2022-11-09 20:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.403 s -1.225
2022-11-09 20:53 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.166 s -1.059
2022-11-09 21:00 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.363 s -0.739
2022-11-09 20:46 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.508 s -0.144
2022-11-09 20:52 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.169 s -1.950
2022-11-09 20:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.623 s -0.898
2022-11-09 20:59 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.421 s -1.429
2022-11-09 21:21 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.397 s -0.771
2022-11-09 20:45 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.255 s -0.093
2022-11-09 20:59 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.683 s -0.273
2022-11-09 21:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.817 s 0.013
2022-11-09 21:07 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.431 s 0.025
2022-11-09 21:21 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.110 s -2.169
2022-11-09 21:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.362 s -0.957
2022-11-09 20:59 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.309 s -0.584
2022-11-09 21:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.318 s -0.962
2022-11-09 21:05 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.920 s -1.121
2022-11-09 21:00 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.309 s -0.392
2022-11-09 21:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.240 s -0.604
2022-11-09 21:01 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.356 s -1.038
2022-11-09 21:20 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.789 s -0.896
2022-11-09 21:16 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.860 s -1.148
2022-11-09 21:20 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.270 s -0.693
2022-11-09 21:07 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.515 s 0.513
2022-11-09 21:09 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.043 s -0.560
2022-11-09 21:07 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.536 s -0.454
2022-11-09 21:19 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.168 s -1.563
2022-11-09 21:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.239 s -1.219