Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-24 02:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.236 s -1.183
2022-11-24 02:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.316 s -1.058
2022-11-24 02:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.347 s -1.100
2022-11-24 02:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.848 s -0.778
2022-11-24 02:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.243 s -1.156
2022-11-24 02:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.386 s -1.310
2022-11-24 02:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.407 s -0.544
2022-11-24 02:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.282 s -1.186
2022-11-24 02:44 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.329 s -0.843
2022-11-24 02:48 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.802 s -0.722
2022-11-24 02:44 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.356 s 1.328
2022-11-24 02:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.342 s -1.017
2022-11-24 02:54 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.452 s -0.043
2022-11-24 02:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.416 s -1.241
2022-11-24 02:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.846 s -1.041
2022-11-24 02:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.338 s -0.892
2022-11-24 02:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.423 s -0.697
2022-11-24 02:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.903 s 0.327
2022-11-24 02:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.460 s -0.830
2022-11-24 02:53 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.299 s -0.289
2022-11-24 02:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.388 s -1.109
2022-11-24 02:53 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.759 s -0.713
2022-11-24 02:54 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.316 s -0.418
2022-11-24 02:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.558 s 0.002
2022-11-24 03:06 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.312 s -0.581
2022-11-24 03:06 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.272 s -0.841
2022-11-24 03:07 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.711 s -0.247
2022-11-24 02:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.552 s -0.879
2022-11-24 02:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.382 s -1.369
2022-11-24 03:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.420 s -0.351
2022-11-24 02:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.273 s -1.062
2022-11-24 02:53 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.245 s -0.578
2022-11-24 02:54 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.342 s -0.758
2022-11-24 03:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.867 s -0.636
2022-11-24 03:11 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.335 s -0.555
2022-11-24 02:52 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.293 s -0.181
2022-11-24 02:53 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.235 s -0.582
2022-11-24 02:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.383 s -0.099
2022-11-24 03:10 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.487 s 1.233
2022-11-24 02:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.304 s -0.744
2022-11-24 03:06 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.199 s -1.148
2022-11-24 02:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.241 s 0.639
2022-11-24 03:11 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.343 s -0.860
2022-11-24 03:19 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.922 s 0.157
2022-11-24 03:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.437 s -0.471
2022-11-24 03:05 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.101 s 0.435
2022-11-24 03:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.879 s -0.072
2022-11-24 03:18 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.474 s -0.518
2022-11-24 03:18 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.381 s -0.025
2022-11-24 03:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.315 s -0.935
2022-11-24 03:05 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.896 s 0.046
2022-11-24 03:06 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.202 s -1.662
2022-11-24 03:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.383 s 0.007
2022-11-24 03:07 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.223 s -0.370
2022-11-24 03:17 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.624 s 0.266
2022-11-24 03:18 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.376 s -0.298
2022-11-24 03:17 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.058 s 0.840
2022-11-24 03:11 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.412 s -0.038
2022-11-24 03:11 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.057 s -0.212
2022-11-24 03:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.460 s -0.209
2022-11-24 03:23 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.790 s 0.834
2022-11-24 03:18 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.517 s -0.204
2022-11-24 03:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.352 s -0.825
2022-11-24 03:19 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.427 s -0.475
2022-11-24 03:24 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.316 s -0.167
2022-11-24 03:24 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.404 s -0.433
2022-11-24 03:24 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.063 s 0.473
2022-11-24 03:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.457 s 0.133
2022-11-24 03:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.524 s 0.178
2022-11-24 03:26 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.016 s -0.481
2022-11-24 03:31 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.347 s 0.289
2022-11-24 03:31 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.493 s -0.140
2022-11-24 03:32 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.300 s -0.606
2022-11-24 03:32 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.429 s -0.741
2022-11-24 03:32 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.370 s -0.174
2022-11-24 03:32 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.309 s -0.702
2022-11-24 03:33 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.396 s -0.699
2022-11-24 03:38 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.282 s -1.132
2022-11-24 03:33 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.862 s -0.102
2022-11-24 03:49 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.536 s -0.092
2022-11-24 03:53 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.546 s 0.277
2022-11-24 03:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.405 s -0.020
2022-11-24 03:37 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.166 s 0.151
2022-11-24 03:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.654 s -0.643
2022-11-24 04:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.299 s -1.080
2022-11-24 04:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.398 s -1.102
2022-11-24 04:07 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.257 s -0.228
2022-11-24 03:50 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.275 s -0.315
2022-11-24 03:38 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.330 s -0.151
2022-11-24 03:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.398 s -0.205
2022-11-24 03:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.074 s 0.387
2022-11-24 03:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.691 s 0.095
2022-11-24 03:38 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.251 s -0.493
2022-11-24 03:38 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.266 s -1.052
2022-11-24 03:51 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.651 s -0.054
2022-11-24 03:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.577 s 0.480
2022-11-24 04:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.319 s -0.145
2022-11-24 04:15 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.258 s -0.518
2022-11-24 03:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.997 s -0.582
2022-11-24 03:41 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.327 s -0.227
2022-11-24 03:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.078 s 0.468
2022-11-24 04:16 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.739 s 0.532
2022-11-24 03:47 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.574 s 0.270
2022-11-24 03:49 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s -0.718
2022-11-24 03:59 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.252 s -1.136
2022-11-24 04:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.236 s -0.337
2022-11-24 03:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.246 s -0.555
2022-11-24 03:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.368 s -0.066
2022-11-24 03:53 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.280 s -0.004
2022-11-24 04:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.821 s -0.337
2022-11-24 03:49 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.304 s -0.759
2022-11-24 03:49 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.395 s 0.235
2022-11-24 04:06 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.880 s -0.099
2022-11-24 04:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.266 s -0.300
2022-11-24 04:28 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.625 s 0.530
2022-11-24 03:41 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.498 s -0.201
2022-11-24 03:49 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.148 s 1.112
2022-11-24 03:50 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.803 s -0.231
2022-11-24 04:07 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.346 s -0.658
2022-11-24 04:29 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.405 s -0.258
2022-11-24 03:52 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.401 s 0.665
2022-11-24 03:53 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.485 s -0.217
2022-11-24 04:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.312 s -0.392
2022-11-24 04:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.266 s -0.331
2022-11-24 04:21 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.310 s -0.431
2022-11-24 03:52 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.336 s -0.347
2022-11-24 03:59 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.247 s -0.619
2022-11-24 03:52 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.249 s -0.383
2022-11-24 03:53 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.513 s 0.729
2022-11-24 04:14 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.315 s -0.409
2022-11-24 03:57 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.285 s 0.532
2022-11-24 03:59 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.321 s -0.513
2022-11-24 04:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.366 s -0.486
2022-11-24 04:15 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.353 s -0.429
2022-11-24 04:04 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.812 s 0.930
2022-11-24 04:12 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.918 s -0.220
2022-11-24 04:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.150 s 0.196
2022-11-24 04:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.455 s 1.038
2022-11-24 04:30 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.338 s 0.512
2022-11-24 04:36 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.509 s 0.420
2022-11-24 04:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.693 s 1.052
2022-11-24 04:04 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.042 s 0.502
2022-11-24 04:06 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.104 s 0.383
2022-11-24 04:14 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.258 s 0.686
2022-11-24 04:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.583 s -3.814
2022-11-24 04:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.148 s 0.609
2022-11-24 04:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.035 s 0.291
2022-11-24 04:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.538 s -0.671
2022-11-24 04:38 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.515 s 0.355
2022-11-24 04:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.412 s -2.529
2022-11-24 04:27 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.540 s 0.115
2022-11-24 04:29 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.307 s -0.354
2022-11-24 04:14 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.237 s -0.596
2022-11-24 04:15 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.504 s 0.292
2022-11-24 04:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.366 s 0.355
2022-11-24 04:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.502 s -0.869
2022-11-24 04:21 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.399 s -0.511
2022-11-24 04:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.606 s -0.488
2022-11-24 04:29 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.314 s -0.823
2022-11-24 04:36 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.433 s -0.057
2022-11-24 04:29 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.540 s -0.506
2022-11-24 04:30 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.363 s -1.117
2022-11-24 04:38 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.976 s 0.834
2022-11-24 04:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.956 s -0.124
2022-11-24 04:34 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.900 s 0.585
2022-11-24 04:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.810 s 0.516
2022-11-24 04:45 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.762 s -0.531
2022-11-24 04:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.235 s -0.666
2022-11-24 04:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.267 s -0.316
2022-11-24 04:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.719 s 0.006
2022-11-24 04:50 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.396 s -0.506
2022-11-24 04:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.348 s -0.211
2022-11-24 04:48 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.313 s -0.630
2022-11-24 04:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.241 s -0.703
2022-11-24 04:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.254 s 1.679
2022-11-24 04:51 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.078 s 0.687