Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 23:11 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.339 s 1.018
2022-11-15 23:10 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.220 s 0.391
2022-11-15 23:11 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.328 s 0.720
2022-11-15 23:10 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.227 s 0.631
2022-11-15 23:10 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.280 s 0.862
2022-11-15 23:11 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.795 s 0.234
2022-11-15 23:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.857 s -1.369
2022-11-15 23:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.368 s 0.922
2022-11-15 23:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.514 s 1.177
2022-11-15 23:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.374 s 1.500
2022-11-15 23:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.320 s 1.640
2022-11-15 23:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.309 s 1.470
2022-11-15 23:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.396 s 1.084
2022-11-15 23:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.395 s 1.088
2022-11-15 23:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.308 s 1.140
2022-11-15 23:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.891 s 1.409
2022-11-15 23:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.410 s 0.318
2022-11-15 23:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.253 s 1.333
2022-11-15 23:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.354 s 0.927
2022-11-15 23:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.262 s 1.074
2022-11-15 23:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.358 s 1.280
2022-11-15 23:19 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.748 s 1.178
2022-11-15 23:23 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.271 s 1.232
2022-11-15 23:36 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.172 s -1.210
2022-11-15 23:41 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.006 s 0.372
2022-11-15 23:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.028 s 0.549
2022-11-15 23:24 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.268 s 2.024
2022-11-15 23:24 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.218 s 2.034
2022-11-15 23:25 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.416 s 1.866
2022-11-15 23:30 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.411 s 1.259
2022-11-15 23:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.807 s 1.689
2022-11-15 23:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.407 s 2.039
2022-11-15 23:23 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.694 s -0.606
2022-11-15 23:35 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.888 s 1.037
2022-11-15 23:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.438 s 1.978
2022-11-16 00:01 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.502 s -0.477
2022-11-15 23:24 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.287 s 1.740
2022-11-15 23:29 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.534 s 1.265
2022-11-15 23:42 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.837 s 1.425
2022-11-15 23:24 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.228 s 1.975
2022-11-15 23:30 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.286 s 1.535
2022-11-15 23:30 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.294 s 1.810
2022-11-15 23:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.049 s 1.331
2022-11-16 00:01 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.406 s 0.720
2022-11-15 23:37 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.662 s 1.531
2022-11-15 23:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.487 s 1.777
2022-11-15 23:25 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.323 s 1.981
2022-11-15 23:36 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.184 s 1.525
2022-11-15 23:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.604 s 0.180
2022-11-15 23:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.370 s 1.362
2022-11-15 23:55 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.508 s 1.722
2022-11-15 23:41 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.317 s 1.608
2022-11-15 23:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.403 s 1.487
2022-11-15 23:54 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.326 s 2.118
2022-11-15 23:30 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.361 s 1.499
2022-11-15 23:37 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.222 s -0.175
2022-11-15 23:41 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.384 s 1.762
2022-11-15 23:55 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.953 s 1.956
2022-11-15 23:41 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.321 s 1.781
2022-11-16 00:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.663 s 0.769
2022-11-15 23:54 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.369 s 1.852
2022-11-16 00:01 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.286 s 1.066
2022-11-15 23:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.235 s 1.117
2022-11-15 23:40 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.499 s -0.025
2022-11-15 23:53 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.788 s 1.135
2022-11-15 23:54 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.299 s 1.858
2022-11-16 00:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.296 s 1.995
2022-11-15 23:36 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.243 s 1.503
2022-11-15 23:42 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.449 s 0.396
2022-11-15 23:47 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.357 s 1.841
2022-11-15 23:54 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.428 s 2.248
2022-11-15 23:36 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.182 s 1.719
2022-11-16 00:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.067 s 0.632
2022-11-15 23:36 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.277 s 1.860
2022-11-15 23:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.368 s 1.660
2022-11-16 00:00 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.336 s 0.886
2022-11-16 00:08 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.366 s 2.195
2022-11-16 00:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.323 s -1.501
2022-11-16 00:07 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.308 s 1.463
2022-11-15 23:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.871 s 2.004
2022-11-16 00:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.077 s 0.207
2022-11-16 00:08 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.387 s 1.001
2022-11-16 00:01 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.291 s 1.373
2022-11-16 00:01 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.345 s 1.492
2022-11-16 00:02 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.820 s 1.204
2022-11-16 00:08 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.261 s 1.708
2022-11-16 00:02 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.376 s 1.559
2022-11-16 00:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.349 s 2.139
2022-11-16 00:08 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.821 s 1.744
2022-11-16 00:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.158 s 0.850
2022-11-16 00:07 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.233 s 2.259
2022-11-16 00:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.231 s 1.407
2022-11-16 00:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.635 s 1.079
2022-11-16 00:15 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.568 s 0.275
2022-11-16 00:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.459 s 2.066
2022-11-16 00:17 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.320 s -1.571
2022-11-16 00:18 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.207 s 1.379
2022-11-16 00:18 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.511 s 1.289
2022-11-16 00:18 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.276 s 1.302
2022-11-16 00:18 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.390 s 0.925
2022-11-16 00:18 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.778 s 1.992
2022-11-16 00:18 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.191 s 2.108
2022-11-16 00:21 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.371 s 1.194
2022-11-16 00:20 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.616 s 0.757
2022-11-16 00:22 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.531 s 1.702
2022-11-16 00:21 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.235 s 1.592
2022-11-16 00:21 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.265 s 2.211
2022-11-16 00:21 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.304 s 1.925
2022-11-16 00:33 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.219 s 1.970
2022-11-16 00:21 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.438 s 1.977
2022-11-16 00:22 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.513 s 0.497
2022-11-16 00:35 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.239 s 2.248
2022-11-16 00:33 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.349 s 2.069
2022-11-16 00:27 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.569 s -0.058
2022-11-16 00:33 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.374 s 2.136
2022-11-16 00:34 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.080 s 1.404
2022-11-16 00:28 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.281 s 1.718
2022-11-16 00:35 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.448 s 1.415
2022-11-16 00:43 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.712 s 1.658
2022-11-16 00:50 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.135 s 0.625
2022-11-16 00:28 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.331 s 2.011
2022-11-16 00:49 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.164 s -0.500
2022-11-16 00:49 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.373 s 1.310
2022-11-16 00:42 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.243 s 1.548
2022-11-16 00:36 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.445 s 1.796
2022-11-16 00:49 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.300 s 0.593
2022-11-16 00:57 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.321 s 1.236
2022-11-16 01:05 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.552 s -0.095
2022-11-16 00:28 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.287 s 2.096
2022-11-16 00:40 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.908 s 0.827
2022-11-16 00:42 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.524 s -1.309
2022-11-16 00:27 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.230 s 2.387
2022-11-16 00:28 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.232 s 2.073
2022-11-16 00:33 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.019 s 0.404
2022-11-16 00:35 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.309 s 2.174
2022-11-16 00:36 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.671 s 1.638
2022-11-16 00:33 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.276 s 2.125
2022-11-16 00:34 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.776 s 2.488
2022-11-16 00:48 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.327 s 1.265
2022-11-16 00:26 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.245 s 1.315
2022-11-16 00:43 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.486 s 1.490
2022-11-16 00:33 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.252 s 1.671
2022-11-16 00:43 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.318 s 1.985
2022-11-16 00:29 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.757 s 1.599
2022-11-16 00:42 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.223 s 1.501
2022-11-16 01:04 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.504 s 1.490
2022-11-16 00:32 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.806 s 1.403
2022-11-16 00:36 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.303 s 1.969
2022-11-16 00:49 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.552 s 1.946
2022-11-16 00:57 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.490 s 1.785
2022-11-16 00:36 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.247 s 2.093
2022-11-16 00:57 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.346 s 1.273
2022-11-16 00:42 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.279 s 2.175
2022-11-16 01:04 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.448 s 0.626
2022-11-16 01:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.417 s 0.509
2022-11-16 00:50 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.003 s 1.035
2022-11-16 00:56 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.372 s 1.871
2022-11-16 01:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.222 s 1.994
2022-11-16 00:49 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.483 s 0.941
2022-11-16 00:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.296 s 1.098
2022-11-16 01:15 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.890 s -0.113
2022-11-16 01:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.314 s 2.082
2022-11-16 00:54 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.524 s 0.369
2022-11-16 00:56 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.600 s 0.440
2022-11-16 01:04 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.420 s 1.276
2022-11-16 01:18 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.055 s 1.168
2022-11-16 01:02 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.893 s 1.461
2022-11-16 00:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.294 s 1.579
2022-11-16 01:04 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.924 s 0.906
2022-11-16 01:05 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.954 s 0.981
2022-11-16 01:17 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.377 s 1.912
2022-11-16 01:04 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.807 s 0.674
2022-11-16 01:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.645 s 2.145
2022-11-16 01:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.253 s 1.886
2022-11-16 01:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.279 s 1.904
2022-11-16 01:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.217 s 2.309