Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-19 17:32 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.819 s -1.598
2023-01-19 17:30 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.147 s -2.790
2023-01-19 17:30 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.162 s -3.682
2023-01-19 17:32 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.264 s -2.290
2023-01-19 17:33 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.174 s -2.538
2023-01-19 17:31 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.591 s -0.537
2023-01-19 17:32 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.256 s -3.078
2023-01-19 17:33 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.491 s -1.431
2023-01-19 17:30 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.178 s -0.758
2023-01-19 17:35 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.276 s -2.946
2023-01-19 17:30 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.557 s -1.255
2023-01-19 17:32 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.245 s -3.405
2023-01-19 17:32 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.337 s -2.782
2023-01-19 17:33 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.200 s -3.297
2023-01-19 17:34 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.079 s -0.728
2023-01-19 17:35 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.179 s -1.811
2023-01-19 17:30 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.210 s -1.962
2023-01-19 17:32 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.180 s -1.663
2023-01-19 17:30 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.320 s -1.546
2023-01-19 17:32 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.211 s -3.118
2023-01-19 17:33 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.167 s -2.756
2023-01-19 17:31 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.923 s -1.093
2023-01-19 17:31 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.205 s -3.128
2023-01-19 17:33 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.271 s -2.509
2023-01-19 17:34 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.243 s -1.945
2023-01-19 17:34 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.143 s -0.359
2023-01-19 17:35 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.254 s -3.335
2023-01-19 17:33 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.228 s -2.982
2023-01-19 17:34 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.171 s -2.849
2023-01-19 17:34 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.151 s -2.076
2023-01-19 17:35 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.235 s -0.550
2023-01-19 17:36 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.231 s -3.014
2023-01-19 17:36 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.260 s -2.636
2023-01-19 17:36 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.251 s -3.362
2023-01-19 17:36 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.193 s -2.600
2023-01-19 17:36 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.079 s -0.254
2023-01-19 17:36 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.188 s -2.672
2023-01-19 17:36 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.531 s -1.262
2023-01-19 17:37 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.155 s -0.339
2023-01-19 17:37 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.118 s -2.283
2023-01-19 17:38 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.121 s -2.339
2023-01-19 17:37 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.830 s -1.801
2023-01-19 17:37 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.156 s -3.687
2023-01-19 17:38 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.178 s -2.882
2023-01-19 17:38 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.406 s -0.886
2023-01-19 17:38 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.152 s -2.845
2023-01-19 17:38 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.473 s -0.608
2023-01-19 17:39 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.289 s -3.103
2023-01-19 17:39 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.533 s -0.599
2023-01-19 17:39 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.278 s -3.151
2023-01-19 17:39 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.250 s -3.323
2023-01-19 17:39 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.211 s -3.190
2023-01-19 17:39 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.216 s -3.449
2023-01-19 17:40 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.245 s -3.011
2023-01-19 17:41 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.290 s -2.324
2023-01-19 17:39 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.549 s -1.094
2023-01-19 17:41 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.286 s -3.220
2023-01-19 17:40 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.966 s -1.259
2023-01-19 17:41 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.252 s -2.036
2023-01-19 17:42 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.197 s -2.778
2023-01-19 17:40 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.220 s -1.510
2023-01-19 17:41 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.322 s -3.078
2023-01-19 17:41 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.592 s -1.724
2023-01-19 17:42 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.212 s -2.443
2023-01-19 17:42 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.400 s -0.544
2023-01-19 17:42 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.667 s -2.205
2023-01-19 17:42 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.238 s -2.710
2023-01-19 17:43 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.310 s -2.988
2023-01-19 17:42 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.279 s -1.281
2023-01-19 17:43 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.621 s -0.336
2023-01-19 17:43 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.154 s -2.145
2023-01-19 17:44 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.253 s -2.938
2023-01-19 17:44 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.034 s 0.047
2023-01-19 17:44 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.186 s -1.156
2023-01-19 17:44 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.222 s -3.033
2023-01-19 17:44 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.192 s -0.263
2023-01-19 17:44 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.271 s -2.977
2023-01-19 17:45 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.542 s -1.548
2023-01-19 17:46 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.170 s -2.829
2023-01-19 17:45 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.037 s -1.680
2023-01-19 17:46 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.194 s -3.255
2023-01-19 17:46 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.529 s -1.233
2023-01-19 17:45 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.317 s -0.122
2023-01-19 17:46 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.232 s -2.709
2023-01-19 17:46 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.155 s -2.989
2023-01-19 17:46 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.271 s -2.194
2023-01-19 17:47 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.493 s -1.787
2023-01-19 17:46 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.473 s -1.150
2023-01-19 17:47 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.739 s -0.931
2023-01-19 17:47 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.211 s -2.196
2023-01-19 17:47 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.152 s -2.769
2023-01-19 17:47 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.192 s -3.656
2023-01-19 17:47 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.287 s -1.286
2023-01-19 17:47 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.212 s -1.012
2023-01-19 17:48 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.435 s -0.939
2023-01-19 17:49 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.133 s -2.846
2023-01-19 17:49 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.173 s -1.213
2023-01-19 17:49 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.233 s -2.628
2023-01-19 17:49 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.335 s -0.636
2023-01-19 17:49 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.303 s -1.109
2023-01-19 17:49 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.646 s -0.920
2023-01-19 17:50 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.900 s -0.713
2023-01-19 17:51 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.187 s -3.071
2023-01-19 17:50 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.112 s -0.967
2023-01-19 17:50 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.278 s -0.195
2023-01-19 17:51 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.161 s -2.898
2023-01-19 17:51 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.271 s -2.494
2023-01-19 17:51 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.200 s -2.807
2023-01-19 17:51 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.370 s -1.756
2023-01-19 17:51 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 1.005 s -0.817
2023-01-19 17:52 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.213 s -0.772
2023-01-19 17:53 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.159 s -3.197
2023-01-19 17:53 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.215 s -3.181
2023-01-19 17:52 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.717 s -1.258
2023-01-19 17:53 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.186 s -2.625
2023-01-19 17:52 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.154 s -3.244
2023-01-19 17:53 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.216 s -0.647
2023-01-19 17:53 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.484 s -0.863
2023-01-19 17:54 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.143 s -3.453
2023-01-19 17:54 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.873 s -2.363
2023-01-19 17:54 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.087 s -0.334
2023-01-19 17:54 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.176 s -2.728
2023-01-19 17:55 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.458 s -1.543
2023-01-19 17:54 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.160 s -2.608
2023-01-19 17:54 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.214 s -2.597
2023-01-19 17:55 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.163 s -1.276
2023-01-19 17:54 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.246 s -3.002
2023-01-19 17:56 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.288 s -1.839
2023-01-19 17:55 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.164 s -2.869
2023-01-19 17:55 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.123 s -0.196
2023-01-19 17:56 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.231 s -3.547
2023-01-19 17:55 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.161 s -3.190
2023-01-19 17:56 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.242 s -0.281
2023-01-19 17:55 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.205 s -2.916
2023-01-19 17:56 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.870 s -3.231
2023-01-19 17:57 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.178 s -2.333
2023-01-19 17:57 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.236 s 1.268
2023-01-19 17:57 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.143 s -0.333
2023-01-19 17:57 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.204 s -2.223
2023-01-19 17:58 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.332 s -2.228
2023-01-19 17:59 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.411 s 0.222
2023-01-19 17:57 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.155 s -2.186
2023-01-19 17:58 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.550 s -1.573
2023-01-19 17:59 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.992 s -0.496
2023-01-19 18:00 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.614 s -1.203
2023-01-19 17:59 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.238 s -2.779
2023-01-19 17:59 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.267 s -2.728
2023-01-19 17:59 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.198 s -3.267
2023-01-19 17:59 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.345 s -1.574
2023-01-19 18:00 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.980 s -1.515
2023-01-19 18:01 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.219 s -0.535
2023-01-19 18:02 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.190 s -3.056
2023-01-19 18:02 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.241 s -3.210
2023-01-19 18:02 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.312 s -2.941
2023-01-19 18:02 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.974 s -0.797
2023-01-19 18:02 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.248 s -3.466
2023-01-19 18:02 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.193 s -2.899
2023-01-19 18:02 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.166 s -3.783
2023-01-19 18:03 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.792 s -1.011
2023-01-19 18:04 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.341 s -3.361
2023-01-19 18:04 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.250 s 0.041
2023-01-19 18:04 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.292 s -3.209
2023-01-19 18:04 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.521 s -3.006
2023-01-19 18:04 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.616 s -2.480
2023-01-19 18:04 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.610 s -2.270
2023-01-19 18:05 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.187 s -0.302
2023-01-19 18:06 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.177 s -3.543
2023-01-19 18:06 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.146 s -2.871
2023-01-19 18:06 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.196 s -2.278
2023-01-19 18:06 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.142 s -3.196
2023-01-19 18:07 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.327 s -1.776
2023-01-19 18:06 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.163 s -2.844
2023-01-19 18:06 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.395 s -2.653
2023-01-19 18:07 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.419 s -0.761