Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-17 07:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.861 s -1.192
2022-11-17 07:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.272 s -0.958
2022-11-17 07:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.559 s -1.343
2022-11-17 08:00 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.248 s 0.339
2022-11-17 08:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.302 s -0.354
2022-11-17 07:48 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.340 s -1.006
2022-11-17 07:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.383 s -1.322
2022-11-17 07:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.413 s -0.677
2022-11-17 07:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.285 s -1.471
2022-11-17 07:54 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.733 s -0.725
2022-11-17 08:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.391 s -0.836
2022-11-17 07:56 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.463 s -0.720
2022-11-17 07:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.415 s -1.290
2022-11-17 07:54 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.299 s -0.353
2022-11-17 08:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.313 s -0.522
2022-11-17 07:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.244 s -0.882
2022-11-17 07:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.348 s -0.901
2022-11-17 07:53 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.286 s 0.376
2022-11-17 07:45 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.380 s 0.522
2022-11-17 07:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.339 s -0.792
2022-11-17 07:49 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.381 s -1.135
2022-11-17 07:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.912 s -0.295
2022-11-17 08:00 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.569 s -0.508
2022-11-17 07:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.426 s -1.079
2022-11-17 07:45 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.838 s -1.095
2022-11-17 07:48 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.384 s -0.937
2022-11-17 08:06 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.897 s 0.212
2022-11-17 07:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.794 s -0.634
2022-11-17 08:02 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.388 s -0.551
2022-11-17 08:02 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.864 s -0.562
2022-11-17 07:55 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.318 s -0.562
2022-11-17 07:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.317 s -1.367
2022-11-17 08:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.436 s -0.456
2022-11-17 07:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.332 s -0.956
2022-11-17 07:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.237 s
2022-11-17 07:55 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.244 s -0.443
2022-11-17 07:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.457 s -0.968
2022-11-17 07:54 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.234 s -0.255
2022-11-17 07:55 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.338 s -0.119
2022-11-17 08:07 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.265 s -0.236
2022-11-17 08:07 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.099 s 0.202
2022-11-17 08:07 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.194 s -0.229
2022-11-17 08:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.226 s -0.717
2022-11-17 08:07 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.195 s -0.325
2022-11-17 08:07 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.307 s -0.242
2022-11-17 08:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.710 s -0.239
2022-11-17 08:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.334 s -0.181
2022-11-17 08:12 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.513 s -1.383
2022-11-17 08:12 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.056 s -0.194
2022-11-17 08:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.415 s -0.266
2022-11-17 08:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.338 s -0.038
2022-11-17 08:13 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.462 s -0.371
2022-11-17 08:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.420 s -0.155
2022-11-17 08:14 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.878 s -0.135
2022-11-17 08:19 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.387 s -0.404
2022-11-17 08:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.323 s -0.775
2022-11-17 08:19 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.523 s -0.717
2022-11-17 08:25 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.801 s -0.010
2022-11-17 08:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.537 s -0.967
2022-11-17 08:19 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.378 s -0.180
2022-11-17 08:33 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.311 s -0.819
2022-11-17 08:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.326 s -0.156
2022-11-17 08:18 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.069 s 0.188
2022-11-17 08:19 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.473 s -0.470
2022-11-17 08:20 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.426 s -0.066
2022-11-17 08:26 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.409 s -0.800
2022-11-17 08:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.332 s -0.461
2022-11-17 08:34 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.394 s -0.272
2022-11-17 08:39 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.158 s 0.291
2022-11-17 08:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.415 s -0.746
2022-11-17 08:39 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.165 s 0.325
2022-11-17 08:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.252 s -0.772
2022-11-17 08:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.275 s -0.032
2022-11-17 08:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.688 s 0.059
2022-11-17 08:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.369 s -0.186
2022-11-17 08:33 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.486 s -0.021
2022-11-17 08:33 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.424 s -0.395
2022-11-17 08:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.103 s -1.035
2022-11-17 08:19 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.612 s 0.348
2022-11-17 08:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.348 s -0.207
2022-11-17 08:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.012 s -0.280
2022-11-17 08:32 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.361 s -0.376
2022-11-17 08:33 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.374 s -0.561
2022-11-17 08:20 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.939 s -0.604
2022-11-17 08:25 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.121 s -0.777
2022-11-17 08:26 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.465 s -0.513
2022-11-17 08:33 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.301 s -0.668
2022-11-17 08:34 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.866 s -0.363
2022-11-17 08:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.246 s -0.439
2022-11-17 08:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.401 s -0.552
2022-11-17 08:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.500 s -0.427
2022-11-17 08:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.944 s 0.061
2022-11-17 08:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.653 s -0.486
2022-11-17 08:44 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.087 s -0.279
2022-11-17 08:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.337 s -0.401
2022-11-17 08:48 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.576 s 0.089
2022-11-17 08:50 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.296 s -0.151
2022-11-17 08:51 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.539 s -0.273
2022-11-17 08:50 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s -0.408
2022-11-17 08:51 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.795 s 0.353
2022-11-17 08:50 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.210 s -0.074
2022-11-17 08:51 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.400 s -0.322
2022-11-17 08:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.557 s -0.756
2022-11-17 09:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.248 s -0.465
2022-11-17 08:51 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.275 s -0.417
2022-11-17 08:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.254 s -0.921
2022-11-17 09:06 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.238 s -0.488
2022-11-17 09:06 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.266 s -0.275
2022-11-17 09:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.393 s -0.016
2022-11-17 09:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.342 s -0.351
2022-11-17 08:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.660 s -0.248
2022-11-17 09:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.294 s -0.150
2022-11-17 09:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.142 s -0.884
2022-11-17 09:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.379 s -0.085
2022-11-17 09:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.369 s -0.712
2022-11-17 09:22 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.387 s 0.390
2022-11-17 09:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.248 s -0.813
2022-11-17 08:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.441 s -0.115
2022-11-17 09:05 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.838 s -0.474
2022-11-17 09:10 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.713 s -0.092
2022-11-17 08:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.299 s 0.060
2022-11-17 09:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.260 s -0.487
2022-11-17 09:14 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.918 s -0.165
2022-11-17 09:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.319 s -0.414
2022-11-17 09:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.797 s 0.343
2022-11-17 09:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.500 s -0.571
2022-11-17 08:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.284 s -0.542
2022-11-17 09:06 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.058 s 0.101
2022-11-17 09:06 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.311 s -0.340
2022-11-17 09:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.882 s -0.196
2022-11-17 09:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.269 s -0.570
2022-11-17 08:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.495 s -0.800
2022-11-17 09:16 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.355 s -0.638
2022-11-17 08:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.525 s -0.118
2022-11-17 09:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.612 s -0.506
2022-11-17 09:23 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.174 s -0.760
2022-11-17 09:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.612 s -0.908
2022-11-17 09:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.165 s -0.299
2022-11-17 09:09 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.511 s -0.259
2022-11-17 09:10 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.318 s -0.106
2022-11-17 09:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.492 s -0.227
2022-11-17 09:31 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.408 s -0.532
2022-11-17 09:31 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.544 s -0.790
2022-11-17 09:38 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.476 s 0.525
2022-11-17 09:40 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.084 s -1.355
2022-11-17 09:16 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.237 s -0.583
2022-11-17 09:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.034 s 0.068
2022-11-17 09:16 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.314 s -0.410
2022-11-17 09:16 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.259 s -0.588
2022-11-17 09:17 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.759 s -0.483
2022-11-17 09:17 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.524 s -1.111
2022-11-17 09:16 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.569 s -1.510
2022-11-17 09:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.399 s -0.461
2022-11-17 09:31 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.359 s -0.211
2022-11-17 09:32 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.353 s -0.660
2022-11-17 09:30 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.693 s -0.285
2022-11-17 09:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.308 s -0.093
2022-11-17 09:39 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.971 s -0.835
2022-11-17 09:47 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.641 s -0.026
2022-11-17 09:39 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.842 s -1.154
2022-11-17 09:36 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.906 s 0.055
2022-11-17 09:50 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.240 s -0.443
2022-11-17 09:28 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.573 s -0.058
2022-11-17 09:40 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.591 s -0.496
2022-11-17 09:30 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.310 s -0.587
2022-11-17 09:31 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.312 s -0.404
2022-11-17 09:52 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.395 s -0.369
2022-11-17 09:38 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.440 s -0.429
2022-11-17 09:38 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.541 s -0.979
2022-11-17 09:50 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.233 s -0.348
2022-11-17 09:50 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.399 s -1.348
2022-11-17 09:50 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.307 s -0.152
2022-11-17 09:53 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.106 s -0.965
2022-11-17 09:51 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.269 s -0.463
2022-11-17 09:50 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.353 s -0.597
2022-11-17 09:51 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.731 s -0.482