Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 06:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.166 s -0.266
2022-11-23 06:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.141 s -0.360
2022-11-23 06:47 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.123 s -0.247
2022-11-23 06:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.872 s 0.732
2022-11-23 06:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 0.382
2022-11-23 06:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s 0.245
2022-11-23 06:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.252 s 0.819
2022-11-23 06:43 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.834 s 0.141
2022-11-23 06:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.144 s 0.386
2022-11-23 06:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.538 s 0.552
2022-11-23 06:43 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.160 s 1.099
2022-11-23 06:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.318 s -0.464
2022-11-23 06:44 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.159 s -4.268
2022-11-23 06:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.153
2022-11-23 06:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s 0.195
2022-11-23 06:44 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.370 s 0.329
2022-11-23 06:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.204
2022-11-23 06:42 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.526 s 0.407
2022-11-23 06:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.240 s 0.855
2022-11-23 06:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.322 s 0.012
2022-11-23 06:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.232 s -0.202
2022-11-23 06:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.217 s 0.073
2022-11-23 06:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.188 s 1.728
2022-11-23 06:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.472 s 0.216
2022-11-23 06:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s -0.172
2022-11-23 06:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.171 s -0.006
2022-11-23 06:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.172 s -0.579
2022-11-23 06:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s -0.130
2022-11-23 06:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.142 s 0.652
2022-11-23 06:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.479
2022-11-23 06:46 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.217 s 0.835
2022-11-23 06:47 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.510 s 0.365
2022-11-23 06:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.247 s -1.228
2022-11-23 06:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.265 s 1.977
2022-11-23 06:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.180 s 0.922
2022-11-23 06:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.178 s -0.883
2022-11-23 06:46 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.070 s -0.101
2022-11-23 06:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.218 s 0.205
2022-11-23 06:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 0.693
2022-11-23 06:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 0.897
2022-11-23 06:47 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.810 s 0.491
2022-11-23 06:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s 0.103
2022-11-23 06:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s 0.162
2022-11-23 06:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.141 s 0.397
2022-11-23 06:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s 0.056
2022-11-23 06:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s -0.808
2022-11-23 06:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.274 s -0.430
2022-11-23 06:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.303 s 0.020
2022-11-23 06:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.209 s 0.881
2022-11-23 06:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.236 s -0.936
2022-11-23 06:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.392 s 0.074
2022-11-23 06:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.201 s -1.195
2022-11-23 06:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.227 s 0.372
2022-11-23 06:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.183 s -0.980
2022-11-23 06:57 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.682 s 0.052
2022-11-23 06:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.199 s 0.677
2022-11-23 06:54 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.127 s 0.964
2022-11-23 07:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s -0.425
2022-11-23 06:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.197 s -1.191
2022-11-23 06:50 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.272 s 1.834
2022-11-23 06:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.565 s 1.119
2022-11-23 06:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.157 s 1.703
2022-11-23 06:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.447 s 1.298
2022-11-23 06:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.197 s 0.476
2022-11-23 06:58 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.325 s -0.357
2022-11-23 06:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.218 s 0.585
2022-11-23 06:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.265 s 0.071
2022-11-23 06:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 0.643
2022-11-23 07:04 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.860 s -0.377
2022-11-23 07:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 0.981
2022-11-23 07:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s -0.571
2022-11-23 06:50 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.950 s 0.187
2022-11-23 07:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 0.197
2022-11-23 07:06 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.217 s -1.012
2022-11-23 07:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.154 s -0.484
2022-11-23 06:49 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.465 s -0.222
2022-11-23 06:54 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.961 s 0.553
2022-11-23 07:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.255 s 0.439
2022-11-23 06:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.500 s 0.637
2022-11-23 06:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.533 s 0.161
2022-11-23 06:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.186 s -0.520
2022-11-23 07:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.195 s 0.032
2022-11-23 07:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.097 s 0.118
2022-11-23 06:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.223 s 0.740
2022-11-23 06:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.942
2022-11-23 06:51 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.113 s 0.133
2022-11-23 06:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.217 s 1.743
2022-11-23 07:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.523 s 0.177
2022-11-23 07:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.297 s -0.058
2022-11-23 06:52 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.334 s 0.484
2022-11-23 06:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.271 s 1.075
2022-11-23 06:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.130 s 1.416
2022-11-23 06:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.260 s 0.272
2022-11-23 07:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.167 s 1.234
2022-11-23 07:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s 0.024
2022-11-23 07:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.238 s 0.344
2022-11-23 07:06 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.848 s -0.016
2022-11-23 06:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.181 s -1.094
2022-11-23 06:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s -0.195
2022-11-23 06:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.462 s 1.238
2022-11-23 07:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s -0.030
2022-11-23 07:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.066
2022-11-23 06:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.293 s 1.356
2022-11-23 06:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.143 s -1.259
2022-11-23 06:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.630 s -0.143
2022-11-23 07:02 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.163 s 1.133
2022-11-23 07:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.147 s 0.675
2022-11-23 07:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.527
2022-11-23 07:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.231 s 0.370
2022-11-23 07:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.133 s -0.658
2022-11-23 06:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s 0.509
2022-11-23 06:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.529 s 0.655
2022-11-23 07:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s 0.197
2022-11-23 06:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.180 s 1.165
2022-11-23 06:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.650
2022-11-23 07:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.147 s -0.238
2022-11-23 07:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.260
2022-11-23 07:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.612 s -0.919
2022-11-23 06:52 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.649 s 0.443
2022-11-23 06:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.612 s -0.961
2022-11-23 06:56 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.334 s -0.968
2022-11-23 06:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.284 s -1.463
2022-11-23 07:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.866 s -0.025
2022-11-23 07:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s -0.079
2022-11-23 07:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.577 s 0.402
2022-11-23 06:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.264 s -0.103
2022-11-23 06:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.158 s 1.061
2022-11-23 07:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.119 s 1.005
2022-11-23 07:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.449 s 0.036
2022-11-23 07:07 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.307 s 0.614
2022-11-23 06:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.512 s -0.594
2022-11-23 07:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.008 s 0.126
2022-11-23 07:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.478 s -0.799
2022-11-23 07:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.169
2022-11-23 06:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.273 s -0.012
2022-11-23 07:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.169 s -0.509
2022-11-23 06:58 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.155 s -0.235
2022-11-23 07:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.970 s 0.122
2022-11-23 07:02 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.526 s -0.137
2022-11-23 07:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.468 s 0.570
2022-11-23 07:04 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.050 s -0.022
2022-11-23 07:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.281 s -1.508
2022-11-23 07:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s -0.231
2022-11-23 07:11 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.788 s 0.347
2022-11-23 07:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -0.680
2022-11-23 06:59 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.147 s 0.792
2022-11-23 07:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.186 s -1.751
2022-11-23 07:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.204 s 0.131
2022-11-23 07:08 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.993 s 0.620
2022-11-23 07:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s 0.333
2022-11-23 07:13 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.172 s 0.011
2022-11-23 07:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.382 s -0.131
2022-11-23 07:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.351 s -0.243
2022-11-23 07:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.250 s 1.343
2022-11-23 07:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.264 s -0.124
2022-11-23 07:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.171 s -3.994
2022-11-23 07:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.099 s -0.204
2022-11-23 07:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s -0.357
2022-11-23 07:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.498
2022-11-23 07:09 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.160 s 2.354
2022-11-23 07:11 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.114 s 0.891
2022-11-23 07:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.193 s -1.040
2022-11-23 07:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.218 s 0.312
2022-11-23 07:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.225 s -0.405
2022-11-23 07:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.175 s -0.277
2022-11-23 07:08 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.325 s 1.374
2022-11-23 07:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s 0.300
2022-11-23 07:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.959 s 0.395
2022-11-23 07:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.438
2022-11-23 07:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.329 s 0.223
2022-11-23 07:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.317 s -2.550
2022-11-23 07:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.574 s 0.669
2022-11-23 07:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.381 s -0.419
2022-11-23 07:13 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.781 s -0.093