Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 15:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s -0.344
2022-11-23 15:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.270 s 1.553
2022-11-23 15:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.159 s -0.654
2022-11-23 15:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.150 s -0.542
2022-11-23 16:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.053 s -0.155
2022-11-23 15:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s 0.126
2022-11-23 15:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.827 s 2.113
2022-11-23 15:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.464 s 0.549
2022-11-23 15:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.240 s 1.464
2022-11-23 15:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.217 s 0.437
2022-11-23 15:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.511 s 0.238
2022-11-23 15:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.141 s -0.416
2022-11-23 15:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.810 s 0.472
2022-11-23 15:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.201
2022-11-23 15:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.201 s -1.483
2022-11-23 15:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 0.624
2022-11-23 15:38 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.201 s 0.272
2022-11-23 15:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 1.122
2022-11-23 15:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.378 s -0.599
2022-11-23 15:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s -0.224
2022-11-23 16:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.205 s 0.556
2022-11-23 16:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.867 s -1.692
2022-11-23 15:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.534 s -0.003
2022-11-23 15:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.320 s 1.042
2022-11-23 15:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.170 s -0.215
2022-11-23 15:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.255 s -1.293
2022-11-23 15:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s -0.202
2022-11-23 15:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.042 s 0.708
2022-11-23 15:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.515 s -0.164
2022-11-23 15:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.272 s 0.903
2022-11-23 15:38 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.110
2022-11-23 15:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.229 s 0.334
2022-11-23 15:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.439
2022-11-23 15:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.864 s 1.119
2022-11-23 15:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 1.235
2022-11-23 15:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 0.505
2022-11-23 15:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.321 s 0.183
2022-11-23 15:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.985
2022-11-23 16:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.144 s -2.564
2022-11-23 16:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.758
2022-11-23 15:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s 0.473
2022-11-23 15:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.080 s -1.376
2022-11-23 15:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.122 s -0.177
2022-11-23 15:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.262 s 0.131
2022-11-23 15:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.114 s 0.131
2022-11-23 15:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.395 s -2.871
2022-11-23 15:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.254 s 0.978
2022-11-23 15:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s -1.025
2022-11-23 15:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.166 s -0.732
2022-11-23 15:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.247 s -1.108
2022-11-23 15:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.237 s -0.195
2022-11-23 15:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s 0.272
2022-11-23 15:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.462 s 1.081
2022-11-23 15:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.543 s -0.101
2022-11-23 15:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.191 s -0.951
2022-11-23 15:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.217 s 0.030
2022-11-23 15:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.471 s 0.455
2022-11-23 15:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.266 s 1.335
2022-11-23 15:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.531 s 0.338
2022-11-23 15:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 1.193
2022-11-23 15:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.565 s 1.054
2022-11-23 15:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s 0.083
2022-11-23 15:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s 0.468
2022-11-23 15:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.317 s -0.272
2022-11-23 15:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.136 s -0.395
2022-11-23 15:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.239 s -0.788
2022-11-23 15:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s -0.220
2022-11-23 15:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.197 s -1.153
2022-11-23 15:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s 0.906
2022-11-23 15:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s -1.110
2022-11-23 15:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.260 s 0.215
2022-11-23 15:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.611 s -0.535
2022-11-23 16:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s -0.615
2022-11-23 15:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.189 s 0.246
2022-11-23 15:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.159
2022-11-23 15:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s -0.238
2022-11-23 15:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.218 s 0.232
2022-11-23 15:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 0.406
2022-11-23 15:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.144 s -0.943
2022-11-23 15:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s -0.264
2022-11-23 16:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.237 s 0.453
2022-11-23 16:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.150 s 0.141
2022-11-23 16:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.217 s -1.222
2022-11-23 15:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.454
2022-11-23 15:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.234 s 0.838
2022-11-23 15:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.306 s -0.514
2022-11-23 15:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.232 s 2.508
2022-11-23 15:58 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.184 s 0.963
2022-11-23 16:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.472 s -0.807
2022-11-23 16:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.111
2022-11-23 15:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.389 s 0.334
2022-11-23 15:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.645 s 0.127
2022-11-23 15:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.229 s -0.625
2022-11-23 15:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.158 s 0.943
2022-11-23 15:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.567
2022-11-23 15:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.277 s -2.822
2022-11-23 15:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.628 s 0.246
2022-11-23 15:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.405
2022-11-23 16:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.020 s -0.438
2022-11-23 15:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.957 s -1.189
2022-11-23 15:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.020
2022-11-23 16:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.159 s 1.673
2022-11-23 16:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.147 s -0.906
2022-11-23 16:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s -0.662
2022-11-23 16:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.100
2022-11-23 16:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.330 s -1.316
2022-11-23 15:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 0.488
2022-11-23 15:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s -0.401
2022-11-23 15:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.142 s 0.667
2022-11-23 15:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.221 s -0.295
2022-11-23 16:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.523 s -0.001
2022-11-23 16:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.531 s -0.439
2022-11-23 15:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.649 s 0.320
2022-11-23 15:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.601
2022-11-23 15:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.529 s 0.857
2022-11-23 15:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.457 s -0.077
2022-11-23 15:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.870
2022-11-23 15:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.351 s -0.537
2022-11-23 16:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s -1.550
2022-11-23 15:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.209 s 0.618
2022-11-23 16:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.445 s 1.594
2022-11-23 16:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.281 s -1.505
2022-11-23 15:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.133 s -1.220
2022-11-23 15:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.987 s -0.651
2022-11-23 15:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.241 s 0.088
2022-11-23 15:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.273 s -0.655
2022-11-23 15:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.512 s -0.587
2022-11-23 15:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.141 s 0.075
2022-11-23 15:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.282 s -0.052
2022-11-23 15:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.863 s 1.074
2022-11-23 16:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.534 s -0.301
2022-11-23 16:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.174 s 1.068
2022-11-23 16:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.100 s -0.191
2022-11-23 16:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s -1.425
2022-11-23 15:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.021 s -0.983
2022-11-23 15:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.965 s 0.636
2022-11-23 16:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.204 s -1.474
2022-11-23 16:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s -0.338
2022-11-23 16:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s 0.281
2022-11-23 16:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.580 s 0.067
2022-11-23 16:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 0.821
2022-11-23 16:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.210 s 0.815
2022-11-23 16:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.183 s -1.229
2022-11-23 16:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.961 s 0.021
2022-11-23 16:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.849 s -0.389
2022-11-23 16:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s 0.167
2022-11-23 16:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s 0.176
2022-11-23 16:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.330 s -0.090
2022-11-23 16:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.625 s -0.545
2022-11-23 16:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.129 s 0.514
2022-11-23 16:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s 0.001
2022-11-23 16:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.177 s -1.274
2022-11-23 16:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.832 s -0.590
2022-11-23 16:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.225 s 0.541
2022-11-23 16:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s -0.238
2022-11-23 16:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.297 s 0.123
2022-11-23 16:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.234 s -0.216
2022-11-23 16:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.102 s -0.505
2022-11-23 16:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.776 s 0.400
2022-11-23 16:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.263 s 0.440
2022-11-23 16:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.146 s 0.570
2022-11-23 16:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.313 s -0.327
2022-11-23 16:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.479 s -1.030
2022-11-23 16:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.573 s 1.170
2022-11-23 16:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.613 s -0.920
2022-11-23 16:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s -0.696
2022-11-23 16:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.151 s 1.320
2022-11-23 16:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -0.804
2022-11-23 16:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.381 s -0.818
2022-11-23 16:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.441
2022-11-23 16:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.345
2022-11-23 16:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.167 s 1.354
2022-11-23 16:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.386 s -0.304
2022-11-23 16:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.324 s -3.645