Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-09 11:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.537 s 0.449
2022-11-09 11:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.317 s -0.168
2022-11-09 11:33 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s 0.125
2022-11-09 11:35 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.566 s 0.009
2022-11-09 11:33 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.169 s 0.541
2022-11-09 11:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.201 s 0.375
2022-11-09 11:35 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.499
2022-11-09 11:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.925 s -1.211
2022-11-09 11:33 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s 0.065
2022-11-09 11:35 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.231 s 0.256
2022-11-09 11:35 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.199 s 0.418
2022-11-09 11:35 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.243 s 0.178
2022-11-09 11:35 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.506
2022-11-09 11:35 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.323 s 0.191
2022-11-09 11:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.833 s 0.622
2022-11-09 11:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.162 s 0.473
2022-11-09 11:36 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.551
2022-11-09 11:36 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.190 s 0.350
2022-11-09 11:36 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.163 s 0.702
2022-11-09 11:36 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.471 s 0.366
2022-11-09 11:36 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.215 s 0.479
2022-11-09 11:36 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.271 s 0.692
2022-11-09 11:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.355 s 1.338
2022-11-09 11:37 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.061 s -0.575
2022-11-09 11:37 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.645
2022-11-09 11:38 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.141 s 0.775
2022-11-09 11:38 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.551
2022-11-09 11:38 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s 0.529
2022-11-09 11:38 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.245 s 0.548
2022-11-09 11:38 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.266 s 0.701
2022-11-09 11:39 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.207 s 1.269
2022-11-09 11:41 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.141 s 0.373
2022-11-09 11:41 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s 0.324
2022-11-09 11:42 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.264 s 0.221
2022-11-09 11:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.273 s 0.515
2022-11-09 11:39 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 0.608
2022-11-09 11:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.508
2022-11-09 11:41 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s 0.038
2022-11-09 11:41 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.388 s 0.149
2022-11-09 11:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.057 s 1.167
2022-11-09 11:42 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.234 s 0.392
2022-11-09 11:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.138 s 0.056
2022-11-09 11:45 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.459
2022-11-09 11:45 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.199 s 0.618
2022-11-09 11:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.608 s 0.394
2022-11-09 11:39 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 0.642
2022-11-09 11:44 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 0.541
2022-11-09 11:39 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.219 s 0.439
2022-11-09 11:40 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.565 s -2.654
2022-11-09 11:40 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.810 s 0.761
2022-11-09 11:40 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.105 s -0.139
2022-11-09 11:41 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s 0.371
2022-11-09 11:42 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.463 s 0.605
2022-11-09 11:43 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.533 s 0.229
2022-11-09 11:44 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.227 s 0.560
2022-11-09 11:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.649 s 0.609
2022-11-09 11:45 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.360 s -1.025
2022-11-09 11:45 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 0.597
2022-11-09 11:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.264 s 0.422
2022-11-09 11:53 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.013 s -0.063
2022-11-09 11:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.184 s 0.249
2022-11-09 11:39 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.603
2022-11-09 11:39 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.252 s 0.190
2022-11-09 11:41 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.473
2022-11-09 11:44 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.301 s 0.417
2022-11-09 11:47 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.411
2022-11-09 11:47 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.238 s 0.535
2022-11-09 11:47 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.272 s 0.601
2022-11-09 11:52 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.281 s 0.361
2022-11-09 11:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.857 s 0.465
2022-11-09 11:57 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.042 s -0.185
2022-11-09 11:58 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.466
2022-11-09 12:04 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s 0.254
2022-11-09 12:06 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.261 s 0.516
2022-11-09 12:07 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.570 s 0.211
2022-11-09 11:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.525 s -1.471
2022-11-09 11:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.198 s 0.586
2022-11-09 11:46 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.296 s 0.511
2022-11-09 11:48 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.130 s 1.115
2022-11-09 11:43 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.953 s 0.178
2022-11-09 11:44 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.540
2022-11-09 11:44 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.567 s 0.364
2022-11-09 11:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.958 s -0.104
2022-11-09 11:47 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s 0.401
2022-11-09 11:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.447 s 1.157
2022-11-09 11:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.183 s -0.267
2022-11-09 11:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.218 s 0.639
2022-11-09 11:44 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.272 s 0.475
2022-11-09 11:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.142 s 0.702
2022-11-09 11:47 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 0.609
2022-11-09 11:48 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.530 s 0.366
2022-11-09 11:49 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.221 s 0.161
2022-11-09 11:50 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.271 s 0.493
2022-11-09 11:50 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.157 s -0.108
2022-11-09 11:49 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s 0.409
2022-11-09 11:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.568
2022-11-09 11:50 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s 0.199
2022-11-09 11:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s 0.388
2022-11-09 11:52 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.160 s 0.200
2022-11-09 11:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.126 s 0.737
2022-11-09 11:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 0.627
2022-11-09 11:49 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.508 s 0.595
2022-11-09 11:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.663 s 0.097
2022-11-09 11:50 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.140 s 0.478
2022-11-09 11:50 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.463 s 0.391
2022-11-09 11:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.586
2022-11-09 11:57 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.451 s 0.002
2022-11-09 11:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.293 s -0.335
2022-11-09 11:51 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.315 s 0.966
2022-11-09 11:52 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.869 s 0.218
2022-11-09 11:57 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.167 s 0.263
2022-11-09 12:00 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s 0.402
2022-11-09 11:50 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.200 s 0.008
2022-11-09 11:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.169 s 0.408
2022-11-09 11:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.351 s 0.182
2022-11-09 11:56 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.474 s -0.201
2022-11-09 11:57 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.204 s 0.492
2022-11-09 12:00 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.193 s 0.433
2022-11-09 12:00 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.328 s 0.522
2022-11-09 11:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.628 s 0.636
2022-11-09 11:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.499 s 0.193
2022-11-09 11:56 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s 0.337
2022-11-09 11:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.097 s 1.859
2022-11-09 11:53 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s 0.312
2022-11-09 12:00 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.173 s 0.085
2022-11-09 12:01 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.021 s -0.052
2022-11-09 12:05 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.298 s 0.118
2022-11-09 11:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.256 s 0.128
2022-11-09 11:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.969 s 0.129
2022-11-09 11:55 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s 0.313
2022-11-09 12:00 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.519 s 0.684
2022-11-09 12:02 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.181 s -0.493
2022-11-09 12:02 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.956 s 0.064
2022-11-09 12:05 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.617
2022-11-09 12:06 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.313 s 0.304
2022-11-09 12:07 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.578 s 0.876
2022-11-09 11:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.163 s 0.645
2022-11-09 11:57 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 0.477
2022-11-09 11:57 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.424
2022-11-09 11:58 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.150 s 0.476
2022-11-09 11:58 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.279 s 0.115
2022-11-09 11:59 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.847 s 0.550
2022-11-09 12:00 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.730 s -0.885
2022-11-09 12:02 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s -0.674
2022-11-09 12:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.095 s 1.745
2022-11-09 12:04 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s 0.491
2022-11-09 12:05 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.093 s 0.509
2022-11-09 11:55 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.141 s 0.681
2022-11-09 11:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.205 s 0.587
2022-11-09 11:57 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.242 s 0.352
2022-11-09 11:58 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.149 s 0.910
2022-11-09 11:58 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s 0.364
2022-11-09 11:58 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.214 s 0.523
2022-11-09 12:02 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.225 s -0.893
2022-11-09 12:02 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.328 s -0.592
2022-11-09 12:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.810 s -0.575
2022-11-09 12:05 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.229 s 0.781
2022-11-09 11:58 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.084 s 0.656
2022-11-09 11:59 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.209 s 0.620
2022-11-09 12:00 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s 0.399
2022-11-09 12:06 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.464 s 0.756
2022-11-09 12:01 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.513 s -0.286
2022-11-09 12:02 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.577 s -0.167
2022-11-09 12:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.769 s 0.911
2022-11-09 12:08 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.187 s 0.396
2022-11-09 12:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.121 s 0.233
2022-11-09 12:07 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.154 s 0.805
2022-11-09 12:08 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.498
2022-11-09 12:08 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s 0.327
2022-11-09 12:08 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s 0.380
2022-11-09 12:08 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.152 s 0.683
2022-11-09 12:09 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.378 s 0.693
2022-11-09 12:09 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.321 s 0.309
2022-11-09 12:09 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.409 s -2.134