Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-10 00:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.396 s -1.272
2022-11-10 00:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.320 s -0.917
2022-11-10 01:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.300 s -0.501
2022-11-10 00:56 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.488 s -0.977
2022-11-10 00:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.233 s -0.777
2022-11-10 00:42 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.348 s -0.806
2022-11-10 00:48 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.921 s -1.599
2022-11-10 00:49 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.278 s -0.624
2022-11-10 01:01 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.578 s -0.407
2022-11-10 00:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.240 s -0.736
2022-11-10 01:13 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.703 s -1.857
2022-11-10 00:42 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.925 s -1.274
2022-11-10 00:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.404 s -1.660
2022-11-10 01:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.197 s -0.855
2022-11-10 00:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.409 s -0.712
2022-11-10 00:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.550 s -1.622
2022-11-10 01:01 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.268 s -0.485
2022-11-10 01:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.329 s -0.334
2022-11-10 00:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.410 s -0.855
2022-11-10 00:54 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.316 s -0.564
2022-11-10 00:56 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.339 s -0.461
2022-11-10 00:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.422 s -0.680
2022-11-10 00:50 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.889 s -1.480
2022-11-10 01:02 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.442 s -0.795
2022-11-10 00:55 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.240 s -0.010
2022-11-10 00:50 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.379 s -0.966
2022-11-10 00:55 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.972 s -0.882
2022-11-10 01:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.398 s -1.496
2022-11-10 01:02 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.310 s -0.676
2022-11-10 00:46 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.403 s -0.223
2022-11-10 00:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.329 s -0.109
2022-11-10 00:49 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.270 s -0.762
2022-11-10 01:09 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.810 s -1.133
2022-11-10 00:56 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.317 s -0.181
2022-11-10 01:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.276 s -1.036
2022-11-10 00:46 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 6.377 s -2.146
2022-11-10 00:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.323 s -0.615
2022-11-10 01:07 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.899 s 0.233
2022-11-10 01:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.321 s -0.822
2022-11-10 00:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.554 s -0.776
2022-11-10 01:13 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.416 s -0.571
2022-11-10 00:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.344 s -0.864
2022-11-10 01:02 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.381 s -0.074
2022-11-10 01:14 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.474 s -1.191
2022-11-10 00:55 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.301 s -0.462
2022-11-10 01:08 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.343 s -0.485
2022-11-10 00:55 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.231 s -0.105
2022-11-10 01:14 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.412 s 0.156
2022-11-10 01:03 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.952 s -1.751
2022-11-10 01:09 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.223 s -0.142
2022-11-10 01:14 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.337 s -0.705
2022-11-10 01:15 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.978 s -1.524
2022-11-10 01:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.196 s -0.922
2022-11-10 01:13 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.498 s -0.555
2022-11-10 01:19 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.092 s -1.492
2022-11-10 01:20 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.871 s -0.523
2022-11-10 01:20 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.374 s -0.433
2022-11-10 01:20 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.472 s -0.557
2022-11-10 01:20 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.381 s -0.273
2022-11-10 01:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.527 s -0.874
2022-11-10 01:44 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.366 s -0.450
2022-11-10 01:45 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.652 s -1.194
2022-11-10 01:26 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.805 s -0.430
2022-11-10 01:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.343 s 0.129
2022-11-10 01:35 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.392 s -0.409
2022-11-10 01:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.248 s -0.348
2022-11-10 01:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.336 s -0.647
2022-11-10 01:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.426 s -0.660
2022-11-10 01:34 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.371 s -0.363
2022-11-10 01:40 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.293 s -0.341
2022-11-10 01:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.397 s -0.734
2022-11-10 01:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.401 s -0.232
2022-11-10 01:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 1.013 s -1.335
2022-11-10 01:35 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.427 s -0.519
2022-11-10 01:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.476 s -1.013
2022-11-10 01:34 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.721 s -0.605
2022-11-10 01:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.426 s -0.830
2022-11-10 01:49 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.590 s -0.996
2022-11-10 01:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.521 s 0.315
2022-11-10 01:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.095 s -1.222
2022-11-10 01:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.315 s -0.235
2022-11-10 01:33 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.356 s 0.233
2022-11-10 01:52 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.305 s -0.574
2022-11-10 01:44 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.520 s -0.906
2022-11-10 01:27 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.317 s -0.527
2022-11-10 01:40 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.172 s -0.254
2022-11-10 01:44 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.334 s -0.702
2022-11-10 01:51 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.458 s -3.821
2022-11-10 01:34 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s -0.094
2022-11-10 01:35 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.935 s -0.877
2022-11-10 01:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.270 s 0.335
2022-11-10 01:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.074 s 0.799
2022-11-10 01:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.799 s -0.101
2022-11-10 01:34 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.302 s -0.204
2022-11-10 01:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.090 s -0.639
2022-11-10 01:51 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s -0.722
2022-11-10 01:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.246 s -1.189
2022-11-10 01:52 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.552 s -0.964
2022-11-10 01:43 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.759 s -0.580
2022-11-10 01:45 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.089 s -0.558
2022-11-10 01:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.399 s -0.680
2022-11-10 01:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.392 s -1.531
2022-11-10 01:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.666 s -0.471
2022-11-10 01:55 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.465 s -0.973
2022-11-10 01:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.247 s -0.393
2022-11-10 01:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.349 s -1.179
2022-11-10 01:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.521 s -0.911
2022-11-10 01:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.287 s -1.793
2022-11-10 01:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.553 s -0.127
2022-11-10 01:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.535 s -0.706
2022-11-10 02:07 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.803 s 1.485
2022-11-10 02:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s -0.281
2022-11-10 02:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.266 s -0.358
2022-11-10 02:09 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.133 s -1.106
2022-11-10 02:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.324 s -0.625
2022-11-10 02:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.246 s -0.393
2022-11-10 02:02 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.798 s -2.978
2022-11-10 02:10 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.259 s -0.890
2022-11-10 02:07 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.611 s -1.435
2022-11-10 02:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.878 s -0.389
2022-11-10 02:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.395 s 0.018
2022-11-10 02:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.375 s -0.812
2022-11-10 02:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.311 s -0.172
2022-11-10 02:18 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.259 s -0.750
2022-11-10 02:18 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.320 s -0.660
2022-11-10 02:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.245 s -0.592
2022-11-10 02:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.291 s -0.303
2022-11-10 02:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.398 s -0.922
2022-11-10 02:11 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.318 s -0.658
2022-11-10 02:11 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.553 s -1.150
2022-11-10 02:17 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.236 s -0.470
2022-11-10 02:12 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.725 s -0.224
2022-11-10 02:24 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.168 s -1.380
2022-11-10 02:19 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.510 s -0.481
2022-11-10 02:25 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.634 s -0.869
2022-11-10 02:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.317 s -0.837
2022-11-10 02:10 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.522 s -0.279
2022-11-10 02:25 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.494 s -0.875
2022-11-10 02:09 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 1.035 s -1.155
2022-11-10 02:15 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.924 s -1.546
2022-11-10 02:11 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.351 s -0.906
2022-11-10 02:33 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.577 s -1.295
2022-11-10 02:11 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.270 s -1.279
2022-11-10 02:18 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.360 s -0.622
2022-11-10 02:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.308 s -0.879
2022-11-10 02:17 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.761 s -0.582
2022-11-10 02:19 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.860 s -1.422
2022-11-10 02:32 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.829 s -1.907
2022-11-10 02:32 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.304 s -0.223
2022-11-10 02:25 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.407 s -1.149
2022-11-10 02:32 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.311 s -1.069
2022-11-10 02:23 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.410 s -0.276
2022-11-10 02:26 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.159 s -0.452
2022-11-10 02:40 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.491 s 0.712
2022-11-10 02:32 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.409 s -0.625
2022-11-10 02:40 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.439 s -1.575
2022-11-10 02:26 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.064 s -2.033
2022-11-10 02:41 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.682 s -3.288
2022-11-10 02:34 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.345 s -0.289
2022-11-10 02:30 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.688 s -0.404
2022-11-10 02:40 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.541 s -1.079
2022-11-10 02:33 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.357 s -0.326
2022-11-10 02:41 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.974 s -0.793
2022-11-10 02:40 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.814 s 0.016
2022-11-10 02:38 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.916 s -0.838
2022-11-10 02:42 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.098 s -1.635
2022-11-10 02:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.718 s -0.381
2022-11-10 02:52 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.232 s -0.332
2022-11-10 02:51 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.084 s -0.885
2022-11-10 02:52 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.236 s -0.106
2022-11-10 02:52 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.361 s -0.754
2022-11-10 02:52 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.313 s -0.512
2022-11-10 02:52 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.266 s -0.348
2022-11-10 02:53 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.838 s -1.433
2022-11-10 02:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.394 s -0.576
2022-11-10 02:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.083 s -0.407