Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-10 20:05 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.141 s -0.789
2022-11-10 20:08 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.274 s -0.442
2022-11-10 20:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.833 s 0.675
2022-11-10 20:07 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 1.074
2022-11-10 20:09 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.137 s 0.101
2022-11-10 20:13 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.499 s -0.282
2022-11-10 20:05 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s -0.112
2022-11-10 20:05 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.540 s -0.121
2022-11-10 20:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.191 s 0.050
2022-11-10 20:09 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.034 s 0.159
2022-11-10 20:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.515 s -0.447
2022-11-10 20:12 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.878
2022-11-10 20:25 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.169 s -0.016
2022-11-10 20:27 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.205 s 0.916
2022-11-10 20:08 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.474 s -0.553
2022-11-10 20:05 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.318 s -0.922
2022-11-10 20:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.166 s -0.025
2022-11-10 20:11 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 1.100
2022-11-10 20:14 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.354
2022-11-10 20:06 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.543 s -0.862
2022-11-10 20:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.231 s -1.188
2022-11-10 20:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.199 s -0.216
2022-11-10 20:12 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.118 s -0.598
2022-11-10 20:09 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.172 s -0.504
2022-11-10 20:11 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 1.149
2022-11-10 20:10 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.057 s 1.339
2022-11-10 20:12 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s -0.992
2022-11-10 20:14 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.235 s -0.401
2022-11-10 20:15 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.223 s 1.456
2022-11-10 20:19 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s -0.347
2022-11-10 20:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s -0.989
2022-11-10 20:08 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.191 s -1.225
2022-11-10 20:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.324 s -1.377
2022-11-10 20:13 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.388 s 0.060
2022-11-10 20:05 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.028
2022-11-10 20:16 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.302 s -0.391
2022-11-10 20:19 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.274 s 0.028
2022-11-10 20:21 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.585
2022-11-10 20:27 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.760
2022-11-10 20:06 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.914 s -0.904
2022-11-10 20:14 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.195 s 0.324
2022-11-10 20:15 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.189 s 0.046
2022-11-10 20:15 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.276 s -1.303
2022-11-10 20:14 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.531 s -0.115
2022-11-10 20:17 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.199 s 1.258
2022-11-10 20:19 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.532 s -0.911
2022-11-10 20:28 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.867 s -0.910
2022-11-10 20:11 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 1.196
2022-11-10 20:16 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.565 s 0.343
2022-11-10 20:17 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.358 s -1.174
2022-11-10 20:18 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.128 s 0.844
2022-11-10 20:05 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s -0.281
2022-11-10 20:12 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 0.119
2022-11-10 20:14 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.198 s 1.000
2022-11-10 20:21 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.143 s -0.908
2022-11-10 20:24 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.161 s -1.847
2022-11-10 20:25 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.184 s -0.512
2022-11-10 20:10 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.248 s -1.212
2022-11-10 20:16 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.655 s -0.146
2022-11-10 20:20 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.151 s -1.322
2022-11-10 20:22 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.275 s -0.942
2022-11-10 20:22 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.466 s -0.408
2022-11-10 20:23 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.318 s 0.459
2022-11-10 20:26 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.970 s -0.279
2022-11-10 20:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.598
2022-11-10 20:09 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.144 s 0.039
2022-11-10 20:13 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.465 s -0.554
2022-11-10 20:17 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.226 s -0.305
2022-11-10 20:20 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s -1.197
2022-11-10 20:08 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 1.047
2022-11-10 20:09 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.385 s -1.953
2022-11-10 20:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.250 s -1.214
2022-11-10 20:14 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.263 s 0.095
2022-11-10 20:27 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.947
2022-11-10 20:08 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.217 s -0.179
2022-11-10 20:10 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.270 s -1.463
2022-11-10 20:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.220 s -0.640
2022-11-10 20:09 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.951
2022-11-10 20:12 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.813 s 0.371
2022-11-10 20:16 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.264 s 0.635
2022-11-10 20:17 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s -0.256
2022-11-10 20:17 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.607 s 0.218
2022-11-10 20:23 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.154 s 0.282
2022-11-10 20:25 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.256 s -0.882
2022-11-10 20:28 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.472 s -0.312
2022-11-10 20:28 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.034 s 0.138
2022-11-10 20:29 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.238 s 0.700
2022-11-10 20:29 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.096 s 0.015
2022-11-10 20:38 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.466 s 1.307
2022-11-10 20:15 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.958 s -1.576
2022-11-10 20:24 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.221 s -0.742
2022-11-10 20:28 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 0.286
2022-11-10 20:33 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.225 s -0.745
2022-11-10 20:12 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.161
2022-11-10 20:13 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.104
2022-11-10 20:19 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.175 s 0.398
2022-11-10 20:21 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s -0.022
2022-11-10 20:21 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.511 s -0.192
2022-11-10 20:10 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.248 s -2.043
2022-11-10 20:15 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.231 s -0.271
2022-11-10 20:19 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s -0.110
2022-11-10 20:20 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.855
2022-11-10 20:20 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.853
2022-11-10 20:22 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.199 s -0.708
2022-11-10 20:20 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.301 s -0.337
2022-11-10 20:25 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s 0.003
2022-11-10 20:26 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.171 s -0.618
2022-11-10 20:34 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.961 s -0.436
2022-11-10 20:21 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.451 s 0.636
2022-11-10 20:24 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.282 s -0.474
2022-11-10 20:17 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s 0.673
2022-11-10 20:17 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.445
2022-11-10 20:34 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.331 s -0.996
2022-11-10 20:21 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.673 s 0.066
2022-11-10 20:22 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.181 s -0.933
2022-11-10 20:22 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.156 s -0.467
2022-11-10 20:30 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.277 s -0.220
2022-11-10 20:36 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.224 s 0.276
2022-11-10 20:36 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.297 s -0.672
2022-11-10 20:37 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.782 s -0.501
2022-11-10 20:38 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.314 s -1.027
2022-11-10 20:18 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.941 s 0.386
2022-11-10 20:32 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.174 s -1.921
2022-11-10 20:32 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.328 s 0.361
2022-11-10 20:19 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.180 s 0.210
2022-11-10 20:23 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s 0.572
2022-11-10 20:26 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.349 s 0.091
2022-11-10 20:29 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.169 s -1.555
2022-11-10 20:24 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.631 s -0.198
2022-11-10 20:30 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s -0.224
2022-11-10 20:31 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.136 s -0.607
2022-11-10 20:38 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.583 s 0.029
2022-11-10 20:25 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.024 s -1.251
2022-11-10 20:27 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.174 s 0.151
2022-11-10 20:30 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.225 s -0.244
2022-11-10 20:31 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.083 s 1.357
2022-11-10 20:25 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.122 s 0.584
2022-11-10 20:24 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.864 s 0.678
2022-11-10 20:29 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.447 s 0.579
2022-11-10 20:30 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.438
2022-11-10 20:35 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.145 s 0.471
2022-11-10 20:36 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 1.068
2022-11-10 20:27 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.492 s 0.401
2022-11-10 20:27 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.201 s 0.019
2022-11-10 20:30 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s -0.286
2022-11-10 20:31 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.850 s -0.248
2022-11-10 20:32 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.148 s -0.871
2022-11-10 20:34 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.595 s -2.337
2022-11-10 20:33 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.006 s 0.231
2022-11-10 20:29 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.102
2022-11-10 20:29 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.162 s -1.359
2022-11-10 20:32 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s -0.372
2022-11-10 20:33 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.183 s -0.758
2022-11-10 20:36 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.702
2022-11-10 20:29 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.207 s 0.064
2022-11-10 20:33 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s -0.559
2022-11-10 20:30 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s -0.782
2022-11-10 20:36 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.784 s 0.193
2022-11-10 20:38 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.263 s -0.197
2022-11-10 20:32 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.529 s -0.850
2022-11-10 20:33 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.457 s 0.063
2022-11-10 20:37 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.096 s 0.029
2022-11-10 20:38 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.249 s -2.493
2022-11-10 20:36 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.233 s 0.035
2022-11-10 20:40 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.154 s -0.075
2022-11-10 20:39 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.595 s -0.415
2022-11-10 20:39 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.163 s 0.305
2022-11-10 20:40 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s -0.829
2022-11-10 20:40 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.133 s 0.045
2022-11-10 20:40 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.435
2022-11-10 20:40 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.380 s 0.217
2022-11-10 20:40 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -1.094
2022-11-10 20:41 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.321 s -0.317
2022-11-10 20:41 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.385 s -0.777