Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-16 18:22 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.891 s 0.468
2023-01-16 18:23 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.245 s -0.277
2023-01-16 18:22 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.554 s -1.755
2023-01-16 18:22 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.311 s 1.451
2023-01-16 18:26 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.149 s -1.374
2023-01-16 18:26 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.175 s 0.286
2023-01-16 18:21 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.143 s 0.008
2023-01-16 18:26 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.272 s -0.226
2023-01-16 18:21 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.173 s 0.062
2023-01-16 18:24 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.169 s -1.301
2023-01-16 18:24 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.479 s -0.147
2023-01-16 18:21 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.157 s -0.492
2023-01-16 18:21 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.205 s 0.969
2023-01-16 18:22 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.573 s -0.312
2023-01-16 18:23 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.194 s 0.528
2023-01-16 18:23 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.235 s -0.759
2023-01-16 18:23 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.325 s 0.409
2023-01-16 18:25 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.228 s -0.204
2023-01-16 18:23 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.203 s -1.535
2023-01-16 18:25 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.140 s -0.022
2023-01-16 18:28 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.169 s -1.539
2023-01-16 18:31 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.234 s -1.194
2023-01-16 18:37 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.188 s -1.041
2023-01-16 18:23 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.257 s -0.992
2023-01-16 18:23 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.805 s -1.091
2023-01-16 18:24 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.174 s -2.335
2023-01-16 18:24 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.162 s -0.662
2023-01-16 18:24 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.266 s -1.235
2023-01-16 18:25 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.062 s -0.539
2023-01-16 18:27 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.254 s -0.675
2023-01-16 18:27 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.244 s -1.490
2023-01-16 18:27 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.522 s -0.737
2023-01-16 18:30 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.206 s -0.974
2023-01-16 18:24 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.192 s 0.300
2023-01-16 18:25 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.166 s -0.651
2023-01-16 18:27 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.182 s -0.304
2023-01-16 18:28 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.114 s -0.446
2023-01-16 18:30 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.240 s -0.650
2023-01-16 18:30 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.546 s -2.415
2023-01-16 18:32 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.309 s -0.217
2023-01-16 18:24 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.222 s -1.301
2023-01-16 18:26 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.249 s -0.789
2023-01-16 18:27 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.239 s -0.821
2023-01-16 18:27 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.187 s -0.691
2023-01-16 18:28 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.816 s -0.272
2023-01-16 18:29 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.117 s -0.360
2023-01-16 18:29 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s 0.474
2023-01-16 18:29 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.395 s -0.094
2023-01-16 18:27 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.079 s -0.833
2023-01-16 18:27 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.222 s 0.049
2023-01-16 18:30 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.475 s -2.163
2023-01-16 18:33 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.390 s -0.828
2023-01-16 18:37 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.528 s -2.608
2023-01-16 18:29 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.148 s -0.657
2023-01-16 18:30 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.270 s -1.953
2023-01-16 18:32 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.238 s -0.236
2023-01-16 18:33 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.230 s 0.226
2023-01-16 18:34 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.145 s -1.582
2023-01-16 18:35 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.247 s -2.109
2023-01-16 18:36 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.540 s -1.273
2023-01-16 18:29 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.143 s 0.134
2023-01-16 18:31 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.203 s -1.895
2023-01-16 18:35 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.263 s -0.601
2023-01-16 18:37 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.149 s -0.717
2023-01-16 18:38 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.184 s -0.455
2023-01-16 18:40 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.645 s -1.663
2023-01-16 18:40 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.898 s -0.988
2023-01-16 18:41 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.087 s -1.375
2023-01-16 18:33 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.657 s -1.040
2023-01-16 18:36 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.294 s 0.246
2023-01-16 18:37 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.264 s 0.920
2023-01-16 18:39 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.486 s -3.200
2023-01-16 18:40 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.127 s 0.996
2023-01-16 18:41 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.156 s -1.676
2023-01-16 18:30 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.522 s -0.322
2023-01-16 18:31 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.962 s -1.304
2023-01-16 18:33 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.205 s -0.347
2023-01-16 18:34 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.302 s -0.932
2023-01-16 18:34 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.613 s 0.464
2023-01-16 18:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.041 s -0.010
2023-01-16 18:38 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.284 s -1.377
2023-01-16 18:38 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.214 s -1.806
2023-01-16 18:42 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.193 s -0.494
2023-01-16 18:42 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.997 s -1.170
2023-01-16 18:30 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.202 s -0.596
2023-01-16 18:32 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.273 s -1.370
2023-01-16 18:35 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.213 s -0.530
2023-01-16 18:37 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.225 s -0.268
2023-01-16 18:38 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.484 s -1.785
2023-01-16 18:42 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.368 s -2.644
2023-01-16 18:30 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.281 s -1.230
2023-01-16 18:32 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.282 s -1.378
2023-01-16 18:32 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.585 s -1.886
2023-01-16 18:35 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.178 s 0.036
2023-01-16 18:38 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.146 s -0.921
2023-01-16 18:38 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.204 s -0.797
2023-01-16 18:40 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.170 s -1.000
2023-01-16 18:40 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.226 s -1.203
2023-01-16 18:42 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.180 s -1.248
2023-01-16 18:35 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.185 s 0.036
2023-01-16 18:36 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.031 s -0.502
2023-01-16 18:40 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.376 s -1.799
2023-01-16 18:44 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.211 s -2.444
2023-01-16 18:45 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.137 s -0.118
2023-01-16 18:45 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.169 s 1.021
2023-01-16 18:33 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.190 s -0.819
2023-01-16 18:33 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.272 s -0.253
2023-01-16 18:37 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.166 s -1.594
2023-01-16 18:37 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.468 s -0.523
2023-01-16 18:40 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.298 s -0.809
2023-01-16 18:42 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.264 s -0.436
2023-01-16 18:43 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.147 s 0.179
2023-01-16 18:38 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.714 s -1.047
2023-01-16 18:41 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.264 s -0.527
2023-01-16 18:44 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.213 s -1.298
2023-01-16 18:49 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.543 s -0.859
2023-01-16 18:50 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.461 s -0.533
2023-01-16 18:50 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.229 s -1.165
2023-01-16 18:44 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.854 s 0.449
2023-01-16 18:45 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.457 s -0.974
2023-01-16 18:46 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.132 s -1.005
2023-01-16 18:47 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.858 s -0.950
2023-01-16 18:48 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.323 s 0.718
2023-01-16 18:46 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.197 s -1.388
2023-01-16 18:46 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.221 s -0.841
2023-01-16 18:50 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.188 s -1.688
2023-01-16 18:43 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.223 s -2.425
2023-01-16 18:45 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.089 s -1.114
2023-01-16 18:45 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.209 s -1.241
2023-01-16 18:48 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s 1.170
2023-01-16 18:50 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.335 s -0.209
2023-01-16 18:43 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.679 s -1.662
2023-01-16 18:43 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.180 s 0.044
2023-01-16 18:46 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.165 s -1.923
2023-01-16 18:50 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.970 s -0.099
2023-01-16 18:44 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.155 s -2.071
2023-01-16 18:45 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s 0.760
2023-01-16 18:46 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.283 s -1.314
2023-01-16 18:47 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.232 s -0.198
2023-01-16 18:49 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.986 s -0.363
2023-01-16 18:50 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.606 s -1.749
2023-01-16 18:45 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.153 s 0.180
2023-01-16 18:46 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.156 s -0.751
2023-01-16 18:48 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.200 s -0.919
2023-01-16 18:50 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.260 s -1.536
2023-01-16 18:44 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.481 s -0.645
2023-01-16 18:46 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.153 s -1.099
2023-01-16 18:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.710 s -0.535
2023-01-16 18:48 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.137 s 0.127
2023-01-16 18:48 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.151 s -0.769
2023-01-16 18:51 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.211 s -0.367
2023-01-16 18:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.963 s -1.530
2023-01-16 18:53 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.231 s -1.737
2023-01-16 18:53 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.304 s -2.685
2023-01-16 18:53 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.237 s -0.726
2023-01-16 18:53 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.102 s 0.181
2023-01-16 18:52 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.181 s -1.637
2023-01-16 18:53 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.184 s -0.989
2023-01-16 18:54 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.331 s -0.512
2023-01-16 18:54 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.788 s -1.489
2023-01-16 18:54 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.324 s -1.919
2023-01-16 18:54 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.278 s -1.597
2023-01-16 18:55 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.199 s -1.277
2023-01-16 18:55 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.599 s 0.079
2023-01-16 18:55 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.508 s -2.124
2023-01-16 18:55 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.582 s -0.532
2023-01-16 18:56 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.136 s -0.888
2023-01-16 18:57 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.391 s -1.570
2023-01-16 18:57 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.140 s -0.310
2023-01-16 18:57 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.324 s -0.918
2023-01-16 18:57 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.169 s 0.642
2023-01-16 18:57 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.193 s -0.989
2023-01-16 18:57 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.158 s -0.747
2023-01-16 18:58 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.406 s -0.618