Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-09 10:33 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.354 s 0.250
2022-11-09 10:32 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.227 s 0.515
2022-11-09 10:32 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.292 s 0.241
2022-11-09 10:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.824 s 0.094
2022-11-09 10:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.331 s 0.486
2022-11-09 10:32 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.222 s 0.208
2022-11-09 10:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.425 s -1.148
2022-11-09 10:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.327 s 0.288
2022-11-09 10:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.392 s 0.176
2022-11-09 10:45 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.600 s 0.477
2022-11-09 10:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.321 s 0.122
2022-11-09 10:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.413 s -0.051
2022-11-09 10:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.409 s -0.035
2022-11-09 10:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.531 s 0.248
2022-11-09 10:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.907 s 0.187
2022-11-09 10:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.451 s -0.376
2022-11-09 10:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.265 s 0.027
2022-11-09 10:48 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.321 s 0.305
2022-11-09 10:48 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.370 s 0.147
2022-11-09 10:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.274 s 0.030
2022-11-09 10:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.837 s -1.045
2022-11-09 10:49 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.371 s 0.089
2022-11-09 10:53 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.320 s -0.728
2022-11-09 10:55 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.299 s -0.285
2022-11-09 10:54 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.654 s 0.227
2022-11-09 10:55 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.234 s -0.032
2022-11-09 10:55 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.242 s 0.002
2022-11-09 10:55 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.317 s -0.320
2022-11-09 10:56 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.337 s 0.068
2022-11-09 10:56 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.469 s -0.634
2022-11-09 11:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.299 s 0.183
2022-11-09 11:00 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.276 s -0.920
2022-11-09 11:00 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.551 s 0.423
2022-11-09 11:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.313 s -0.043
2022-11-09 11:02 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.896 s -0.615
2022-11-09 11:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.444 s -0.422
2022-11-09 11:02 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.381 s 0.238
2022-11-09 11:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.392 s -0.373
2022-11-09 11:06 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.902 s 0.142
2022-11-09 11:09 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.758 s -0.495
2022-11-09 11:13 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.464 s -0.287
2022-11-09 11:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.316 s -0.584
2022-11-09 11:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.222 s 0.047
2022-11-09 12:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.391 s -0.728
2022-11-09 11:07 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.373 s -1.669
2022-11-09 11:07 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.194 s -0.343
2022-11-09 11:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.267 s -0.418
2022-11-09 11:14 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.414 s 0.191
2022-11-09 11:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.194 s -0.155
2022-11-09 11:13 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.416 s -0.291
2022-11-09 11:12 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.507 s -1.774
2022-11-09 11:14 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.925 s -0.880
2022-11-09 11:13 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.415 s -1.306
2022-11-09 11:20 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.381 s 0.218
2022-11-09 11:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.332 s -0.031
2022-11-09 11:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.337 s 0.009
2022-11-09 11:19 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.089 s -0.511
2022-11-09 11:19 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.372 s 0.276
2022-11-09 11:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.980 s -0.941
2022-11-09 11:26 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.402 s -0.113
2022-11-09 11:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.349 s 0.019
2022-11-09 11:20 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.520 s -0.103
2022-11-09 11:19 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.869 s -1.144
2022-11-09 11:20 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.474 s -0.197
2022-11-09 11:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.529 s 0.025
2022-11-09 11:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.062 s -0.913
2022-11-09 11:25 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.810 s -0.072
2022-11-09 11:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.424 s 0.201
2022-11-09 11:26 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.324 s -1.477
2022-11-09 11:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.315 s 0.140
2022-11-09 11:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.463 s -0.039
2022-11-09 11:34 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.377 s -0.460
2022-11-09 11:33 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.297 s 0.010
2022-11-09 11:35 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.389 s 0.179
2022-11-09 11:32 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.372 s -0.411
2022-11-09 11:33 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.766 s -1.780
2022-11-09 11:34 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.425 s -0.271
2022-11-09 11:34 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.304 s 0.013
2022-11-09 11:35 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.920 s -1.154
2022-11-09 11:39 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.181 s -0.536
2022-11-09 11:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.246 s 0.125
2022-11-09 11:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.672 s 0.917
2022-11-09 11:40 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.362 s -1.350
2022-11-09 11:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.335 s -0.517
2022-11-09 11:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.273 s 0.156
2022-11-09 11:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.369 s -0.500
2022-11-09 11:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.332 s -0.676
2022-11-09 11:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.412 s -0.332
2022-11-09 11:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.085 s 0.115
2022-11-09 11:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.475 s -2.171
2022-11-09 11:53 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.672 s -0.695
2022-11-09 11:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.337 s -0.421
2022-11-09 11:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.280 s -0.153
2022-11-09 11:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.004 s -0.216
2022-11-09 11:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.245 s -0.572
2022-11-09 11:44 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.105 s -1.832
2022-11-09 11:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.398 s -0.128
2022-11-09 11:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.504 s -0.717
2022-11-09 11:52 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.312 s -0.882
2022-11-09 11:51 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s -0.335
2022-11-09 11:51 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.408 s -0.905
2022-11-09 11:51 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.797 s 0.188
2022-11-09 11:44 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.646 s -0.246
2022-11-09 11:48 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.600 s -1.739
2022-11-09 11:51 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.305 s -0.645
2022-11-09 12:06 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.361 s -1.106
2022-11-09 12:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.881 s -0.903
2022-11-09 11:50 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.169 s -0.151
2022-11-09 11:51 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.549 s -0.900
2022-11-09 11:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.556 s -0.125
2022-11-09 12:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.294 s -0.132
2022-11-09 11:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.528 s -0.237
2022-11-09 11:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.361 s -1.516
2022-11-09 12:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s 0.007
2022-11-09 11:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.246 s -0.002
2022-11-09 11:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.513 s -1.236
2022-11-09 12:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.662 s -1.541
2022-11-09 12:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.321 s -0.348
2022-11-09 12:06 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.812 s 0.726
2022-11-09 12:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.310 s -0.430
2022-11-09 12:17 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.164 s 0.623
2022-11-09 12:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.371 s -0.614
2022-11-09 12:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.246 s -0.218
2022-11-09 12:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.250 s -0.323
2022-11-09 12:09 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.116 s 0.490
2022-11-09 12:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.266 s -0.179
2022-11-09 12:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.398 s -0.104
2022-11-09 12:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.957 s -0.788
2022-11-09 12:10 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.528 s -2.061
2022-11-09 12:10 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.260 s -0.291
2022-11-09 12:15 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.924 s -0.590
2022-11-09 12:17 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.255 s -0.016
2022-11-09 12:17 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.350 s -0.251
2022-11-09 12:10 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.344 s -0.391
2022-11-09 12:10 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.267 s -0.192
2022-11-09 12:10 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.520 s -0.787
2022-11-09 12:11 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.319 s -0.153
2022-11-09 12:23 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.159 s -1.407
2022-11-09 12:29 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.581 s 1.026
2022-11-09 12:11 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.718 s -0.551
2022-11-09 12:17 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.315 s -0.363
2022-11-09 12:18 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.504 s 0.202
2022-11-09 12:32 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.554 s -1.177
2022-11-09 12:18 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.777 s -0.586
2022-11-09 12:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.395 s -1.156
2022-11-09 12:25 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.160 s -0.639
2022-11-09 12:31 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.308 s -0.295
2022-11-09 12:31 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.413 s -0.895
2022-11-09 12:17 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.234 s -0.081
2022-11-09 12:23 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.491 s -2.318
2022-11-09 12:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.305 s -0.944
2022-11-09 12:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.488 s -0.316
2022-11-09 12:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.619 s -1.421
2022-11-09 12:25 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.035 s -0.113
2022-11-09 12:37 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.913 s -0.459
2022-11-09 12:39 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.816 s 0.169
2022-11-09 12:31 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.636 s 0.441
2022-11-09 12:32 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.313 s -0.413
2022-11-09 12:32 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.358 s -0.158
2022-11-09 12:39 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.471 s 0.766
2022-11-09 12:39 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.431 s 0.195
2022-11-09 12:33 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.348 s -0.613
2022-11-09 12:40 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.551 s -0.371
2022-11-09 12:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.568 s 0.193
2022-11-09 12:39 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.533 s -0.191
2022-11-09 12:40 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.952 s 0.015
2022-11-09 12:51 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.314 s -0.756
2022-11-09 12:41 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.079 s -1.092
2022-11-09 12:51 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.266 s -0.116
2022-11-09 12:51 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.235 s -0.495
2022-11-09 12:51 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.352 s -0.559
2022-11-09 12:50 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.068 s -1.863
2022-11-09 12:51 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.244 s -0.803
2022-11-09 12:52 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.767 s -1.073
2022-11-09 12:53 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.390 s 0.198
2022-11-09 12:53 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.101 s -1.860