Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-10 17:04 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.169 s 0.196
2022-11-10 17:04 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s -0.662
2022-11-10 17:04 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s -0.664
2022-11-10 17:04 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s -0.341
2022-11-10 17:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s -0.709
2022-11-10 17:04 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.203 s -0.233
2022-11-10 17:04 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.538 s 0.119
2022-11-10 17:05 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.594 s -2.934
2022-11-10 17:06 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.701
2022-11-10 17:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.241 s -0.627
2022-11-10 17:05 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.913 s -0.885
2022-11-10 17:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.321 s -0.220
2022-11-10 17:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.514
2022-11-10 17:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.196 s 1.145
2022-11-10 17:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.160 s 0.477
2022-11-10 17:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.251 s 1.639
2022-11-10 17:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.831 s 1.254
2022-11-10 17:06 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s 0.667
2022-11-10 17:06 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.189 s 0.072
2022-11-10 17:07 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.216 s -0.000
2022-11-10 17:07 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.275 s -0.847
2022-11-10 17:07 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.473 s -0.234
2022-11-10 17:07 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.383 s -1.698
2022-11-10 17:08 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.690
2022-11-10 17:08 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.044 s -0.124
2022-11-10 17:08 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s 0.030
2022-11-10 17:08 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.137 s 0.131
2022-11-10 17:08 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s 0.585
2022-11-10 17:08 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.270 s -1.187
2022-11-10 17:11 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.181
2022-11-10 17:08 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.245 s 0.720
2022-11-10 17:09 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.243 s -1.712
2022-11-10 17:09 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 1.336
2022-11-10 17:18 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.274 s 0.007
2022-11-10 17:19 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.847
2022-11-10 17:09 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.218 s 0.726
2022-11-10 17:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.276 s -0.478
2022-11-10 17:15 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.568 s -0.355
2022-11-10 17:16 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 1.097
2022-11-10 17:21 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.136 s 1.847
2022-11-10 17:16 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 0.788
2022-11-10 17:18 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s 0.143
2022-11-10 17:18 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.530 s -0.165
2022-11-10 17:19 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.219 s 0.175
2022-11-10 17:24 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.975 s -0.882
2022-11-10 17:09 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.082 s -1.577
2022-11-10 17:10 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s -0.492
2022-11-10 17:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.118 s -0.568
2022-11-10 17:11 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s -0.389
2022-11-10 17:09 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 1.275
2022-11-10 17:14 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.957 s -1.452
2022-11-10 17:19 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.180 s 1.117
2022-11-10 17:19 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 0.920
2022-11-10 17:24 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.147 s -0.653
2022-11-10 17:27 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.166 s 0.101
2022-11-10 17:11 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.115 s -0.124
2022-11-10 17:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.235 s -0.494
2022-11-10 17:14 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.264 s 0.490
2022-11-10 17:20 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s -0.152
2022-11-10 17:22 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.321 s -0.031
2022-11-10 17:22 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.891
2022-11-10 17:22 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s -0.074
2022-11-10 17:22 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.217 s 1.516
2022-11-10 17:26 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.470 s -0.122
2022-11-10 17:27 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s -0.136
2022-11-10 17:18 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.239 s 0.409
2022-11-10 17:19 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.332 s -1.273
2022-11-10 17:23 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.868 s -0.325
2022-11-10 17:26 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 1.149
2022-11-10 17:27 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.070 s -1.021
2022-11-10 17:32 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s -0.660
2022-11-10 17:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.201 s -0.431
2022-11-10 17:20 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.454 s 0.316
2022-11-10 17:20 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.181 s -0.721
2022-11-10 17:14 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.117 s 0.143
2022-11-10 17:14 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 1.010
2022-11-10 17:20 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.649 s 0.116
2022-11-10 17:28 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.144 s 1.519
2022-11-10 17:28 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.144 s -1.956
2022-11-10 17:30 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s 0.012
2022-11-10 17:10 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.237 s 0.971
2022-11-10 17:11 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.788
2022-11-10 17:14 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 0.844
2022-11-10 17:16 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.297 s 0.235
2022-11-10 17:17 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.939 s 0.438
2022-11-10 17:17 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 0.851
2022-11-10 17:17 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.209 s 0.116
2022-11-10 17:19 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.262 s -0.192
2022-11-10 17:11 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.131
2022-11-10 17:15 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.655 s -0.115
2022-11-10 17:15 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.346 s -0.729
2022-11-10 17:22 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.186 s -0.395
2022-11-10 17:20 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.196 s 0.626
2022-11-10 17:20 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.271 s 0.225
2022-11-10 17:24 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.117 s 0.833
2022-11-10 17:28 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s 0.462
2022-11-10 17:10 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.513 s -0.201
2022-11-10 17:11 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.815 s 0.032
2022-11-10 17:12 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.465 s -0.671
2022-11-10 17:13 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.532 s -0.394
2022-11-10 17:19 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.150 s -1.195
2022-11-10 17:21 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.468 s -0.639
2022-11-10 17:30 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.198 s -2.286
2022-11-10 17:31 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.325 s 1.876
2022-11-10 17:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.183
2022-11-10 17:13 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.262 s 0.112
2022-11-10 17:16 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.609 s -0.067
2022-11-10 17:23 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.626 s 0.640
2022-11-10 17:11 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.387 s 0.133
2022-11-10 17:17 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.133 s -0.372
2022-11-10 17:20 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.510 s 0.076
2022-11-10 17:24 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.169 s -0.248
2022-11-10 17:27 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.863 s -0.458
2022-11-10 17:27 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.204 s 0.113
2022-11-10 17:29 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.211 s 0.429
2022-11-10 17:30 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.484 s -0.051
2022-11-10 17:39 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.190 s -1.461
2022-11-10 17:12 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.508 s -0.615
2022-11-10 17:14 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.272 s 0.291
2022-11-10 17:14 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.304 s -1.006
2022-11-10 17:16 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.228 s -1.618
2022-11-10 17:16 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.264 s 0.238
2022-11-10 17:26 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.501 s 0.141
2022-11-10 17:24 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s -0.730
2022-11-10 17:26 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.176 s -0.895
2022-11-10 17:26 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s -1.055
2022-11-10 17:28 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.147 s 0.594
2022-11-10 17:29 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s -0.112
2022-11-10 17:33 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.582 s -0.894
2022-11-10 17:23 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.279 s 0.803
2022-11-10 17:32 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.966 s -1.163
2022-11-10 17:35 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.234 s -0.452
2022-11-10 17:23 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.019 s -0.802
2022-11-10 17:24 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.349 s 0.346
2022-11-10 17:26 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.558
2022-11-10 17:27 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.154 s -0.855
2022-11-10 17:28 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s -0.870
2022-11-10 17:35 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.827 s -0.861
2022-11-10 17:35 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.228 s -1.989
2022-11-10 17:35 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.296 s -0.167
2022-11-10 17:24 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.255 s -0.292
2022-11-10 17:25 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.175 s -1.419
2022-11-10 17:26 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.205 s 1.011
2022-11-10 17:30 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s 0.255
2022-11-10 17:39 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.378 s 0.703
2022-11-10 17:32 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.510 s -0.340
2022-11-10 17:28 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.448 s 0.163
2022-11-10 17:29 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.150 s 0.343
2022-11-10 17:29 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.274 s 0.813
2022-11-10 17:30 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s -0.162
2022-11-10 17:35 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.094 s 0.218
2022-11-10 17:36 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.780 s -0.335
2022-11-10 17:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.313 s -0.677
2022-11-10 17:29 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.848 s 0.278
2022-11-10 17:32 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.009 s 0.153
2022-11-10 17:32 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.226 s -0.865
2022-11-10 17:32 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.250 s -0.362
2022-11-10 17:32 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.328 s -0.599
2022-11-10 17:35 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.725
2022-11-10 17:31 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.522 s 0.288
2022-11-10 17:35 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s 0.650
2022-11-10 17:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.574 s 0.109
2022-11-10 17:39 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.154 s -0.188
2022-11-10 17:34 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.199 s -0.740
2022-11-10 17:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.585 s 0.770
2022-11-10 17:38 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.169 s -1.084
2022-11-10 17:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.467 s 1.207
2022-11-10 17:38 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.131 s 1.011
2022-11-10 17:38 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.918
2022-11-10 17:39 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.628
2022-11-10 17:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.262 s 0.229
2022-11-10 17:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.159 s 0.540
2022-11-10 17:36 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.173 s -0.845
2022-11-10 17:39 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.373 s -0.055