Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-09 14:23 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.372 s -0.212
2022-11-09 13:30 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.381 s -1.098
2022-11-09 13:30 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.233 s -0.722
2022-11-09 13:30 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.242 s -0.689
2022-11-09 13:30 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.318 s -1.248
2022-11-09 13:31 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.348 s -0.829
2022-11-09 13:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.331 s 0.074
2022-11-09 13:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.554 s -0.710
2022-11-09 13:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.274 s 0.005
2022-11-09 13:31 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.893 s -1.844
2022-11-09 13:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.343 s -0.771
2022-11-09 13:39 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.838 s -0.883
2022-11-09 13:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.915 s -0.206
2022-11-09 13:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.267 s -0.063
2022-11-09 13:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.471 s -0.561
2022-11-09 13:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.511 s -2.178
2022-11-09 13:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.384 s -0.476
2022-11-09 13:35 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.991 s -1.724
2022-11-09 13:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.409 s -0.066
2022-11-09 13:35 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.408 s -0.395
2022-11-09 13:35 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.411 s -0.651
2022-11-09 13:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.425 s -0.604
2022-11-09 13:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.318 s -0.364
2022-11-09 13:35 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.323 s -0.008
2022-11-09 13:39 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.376 s -0.184
2022-11-09 13:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.242 s 0.002
2022-11-09 13:52 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.900 s -0.621
2022-11-09 13:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.231 s 0.145
2022-11-09 13:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.300 s -0.345
2022-11-09 13:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.330 s -1.064
2022-11-09 13:44 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 8.092 s -2.146
2022-11-09 13:57 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.270 s -0.535
2022-11-09 13:57 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.321 s -0.791
2022-11-09 13:50 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.275 s -0.811
2022-11-09 13:51 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.442 s -0.311
2022-11-09 13:50 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.572 s -0.148
2022-11-09 13:51 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.303 s 0.374
2022-11-09 13:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.338 s -0.003
2022-11-09 13:50 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.386 s -0.099
2022-11-09 13:50 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.296 s 0.299
2022-11-09 13:51 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.382 s 0.163
2022-11-09 13:56 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.901 s 0.218
2022-11-09 14:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.336 s 0.045
2022-11-09 14:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.514 s -2.251
2022-11-09 14:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.925 s -0.723
2022-11-09 13:57 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.195 s -0.308
2022-11-09 14:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.330 s 0.056
2022-11-09 14:08 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.082 s -0.256
2022-11-09 14:09 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.376 s 0.121
2022-11-09 13:58 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.765 s -0.542
2022-11-09 14:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.424 s -0.567
2022-11-09 14:09 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.381 s 0.189
2022-11-09 13:56 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.385 s -1.330
2022-11-09 13:57 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.195 s -0.359
2022-11-09 13:58 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.224 s -0.130
2022-11-09 14:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.430 s -1.061
2022-11-09 14:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.462 s -0.182
2022-11-09 14:09 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.910 s -1.565
2022-11-09 14:09 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.533 s -0.514
2022-11-09 14:10 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.426 s 0.102
2022-11-09 14:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.415 s 0.125
2022-11-09 14:09 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.472 s -0.124
2022-11-09 14:15 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.809 s -0.059
2022-11-09 14:17 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.527 s 0.102
2022-11-09 14:10 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.975 s -0.646
2022-11-09 14:16 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.350 s -0.067
2022-11-09 14:23 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.303 s 0.038
2022-11-09 14:15 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.315 s 0.149
2022-11-09 14:17 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.060 s -0.712
2022-11-09 14:23 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.296 s 0.032
2022-11-09 14:16 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.465 s -0.113
2022-11-09 14:15 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.348 s -1.622
2022-11-09 14:16 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.411 s -0.466
2022-11-09 14:23 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.777 s -1.685
2022-11-09 14:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.274 s 0.032
2022-11-09 14:32 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.717 s -1.362
2022-11-09 14:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.989 s 0.008
2022-11-09 14:32 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.364 s -0.059
2022-11-09 14:33 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.646 s -0.247
2022-11-09 14:24 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.388 s 0.224
2022-11-09 14:24 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.906 s -0.585
2022-11-09 14:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.398 s -0.101
2022-11-09 14:22 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.375 s -0.515
2022-11-09 14:23 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.431 s -0.569
2022-11-09 14:29 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.188 s -0.839
2022-11-09 14:40 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.219 s -0.901
2022-11-09 14:32 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.242 s -0.280
2022-11-09 14:40 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.311 s -0.970
2022-11-09 14:41 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.339 s -1.212
2022-11-09 14:44 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.254 s -0.717
2022-11-09 14:44 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.342 s -0.664
2022-11-09 14:29 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.447 s -1.945
2022-11-09 14:29 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.248 s -0.046
2022-11-09 14:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.416 s -0.461
2022-11-09 14:31 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.087 s 0.016
2022-11-09 14:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.338 s -0.712
2022-11-09 14:34 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.078 s -0.043
2022-11-09 14:40 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.396 s 0.032
2022-11-09 14:41 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.547 s -0.689
2022-11-09 14:38 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.592 s -1.123
2022-11-09 14:45 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.535 s -0.687
2022-11-09 15:00 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.314 s 0.184
2022-11-09 14:32 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.332 s -0.625
2022-11-09 14:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.509 s -0.851
2022-11-09 14:51 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s -0.050
2022-11-09 14:55 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.848 s -1.175
2022-11-09 14:40 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.220 s -0.076
2022-11-09 14:43 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.461 s -1.235
2022-11-09 14:51 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.322 s -0.357
2022-11-09 14:51 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.379 s -0.984
2022-11-09 14:52 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.855 s -0.306
2022-11-09 14:41 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.809 s -0.674
2022-11-09 14:42 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.684 s -1.255
2022-11-09 14:44 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.282 s -0.343
2022-11-09 14:45 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.557 s -0.222
2022-11-09 14:50 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.663 s -1.485
2022-11-09 14:51 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.249 s -0.215
2022-11-09 14:44 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.517 s -1.137
2022-11-09 14:49 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.352 s -1.211
2022-11-09 14:56 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.347 s -0.664
2022-11-09 14:56 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.236 s -0.134
2022-11-09 14:56 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.314 s -0.647
2022-11-09 14:59 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.347 s -0.507
2022-11-09 14:59 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.266 s -0.175
2022-11-09 15:00 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.723 s -0.519
2022-11-09 14:52 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.290 s 0.150
2022-11-09 14:57 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.388 s -0.537
2022-11-09 14:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.545 s -2.887
2022-11-09 14:56 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.267 s -0.214
2022-11-09 14:57 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.389 s 0.673
2022-11-09 14:57 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.955 s -0.601
2022-11-09 14:58 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.125 s -0.141
2022-11-09 14:59 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.507 s -0.314
2022-11-09 14:59 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.256 s -0.063
2022-11-09 15:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.915 s -0.062
2022-11-09 15:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.333 s 0.291
2022-11-09 15:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.318 s -0.484
2022-11-09 15:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.237 s -0.224
2022-11-09 15:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.791 s -0.798
2022-11-09 15:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.261 s -0.455
2022-11-09 15:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.358 s -0.654
2022-11-09 15:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.511 s -0.253
2022-11-09 15:13 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.494 s -1.113
2022-11-09 15:13 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.614 s -0.966
2022-11-09 15:20 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.304 s 0.003
2022-11-09 15:22 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.342 s -0.284
2022-11-09 15:14 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.038 s -0.250
2022-11-09 15:13 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.399 s -1.322
2022-11-09 15:14 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.166 s -1.081
2022-11-09 15:21 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.310 s -0.215
2022-11-09 15:12 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.448 s -1.111
2022-11-09 15:20 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.607 s 0.715
2022-11-09 15:13 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.168 s -1.819
2022-11-09 15:13 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.308 s -1.117
2022-11-09 15:22 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.362 s -0.377
2022-11-09 15:21 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.410 s -0.670
2022-11-09 15:18 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.618 s 0.535
2022-11-09 15:21 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.558 s -1.127
2022-11-09 15:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.917 s -0.768
2022-11-09 15:29 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.824 s -0.125
2022-11-09 15:29 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.961 s -0.220
2022-11-09 15:28 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.465 s 0.822
2022-11-09 15:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.541 s -0.435
2022-11-09 15:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.436 s 0.019
2022-11-09 15:30 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.574 s -0.906
2022-11-09 15:30 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.982 s 0.630
2022-11-09 15:40 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.236 s -0.034
2022-11-09 15:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.699 s -0.377
2022-11-09 15:40 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.356 s -0.704
2022-11-09 15:41 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.780 s -1.069
2022-11-09 15:40 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.231 s -0.159
2022-11-09 15:40 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.150 s -2.097
2022-11-09 15:42 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.393 s -0.055
2022-11-09 15:40 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.319 s -1.012
2022-11-09 15:41 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.267 s -0.163
2022-11-09 15:43 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.091 s -1.191