Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-22 22:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.176
2022-11-22 22:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s 0.362
2022-11-22 22:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.203 s -0.040
2022-11-22 22:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.316 s -0.143
2022-11-22 22:44 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.229 s 0.289
2022-11-22 22:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.542 s -0.433
2022-11-22 22:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.543 s -0.084
2022-11-22 22:44 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.913 s -0.942
2022-11-22 22:44 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.290
2022-11-22 22:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 0.466
2022-11-22 22:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s 0.146
2022-11-22 22:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.241 s 0.288
2022-11-22 22:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.323 s -0.909
2022-11-22 22:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.254 s -0.149
2022-11-22 22:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.173 s -0.455
2022-11-22 22:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.836 s -0.264
2022-11-22 22:46 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.166 s -0.273
2022-11-22 22:45 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.189 s 0.467
2022-11-22 22:46 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.216 s 0.223
2022-11-22 22:45 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 1.250
2022-11-22 22:46 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.473 s 0.110
2022-11-22 22:46 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.272 s 0.736
2022-11-22 22:47 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.245
2022-11-22 22:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.377 s -0.396
2022-11-22 22:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.067 s -0.213
2022-11-22 22:47 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.137 s -1.353
2022-11-22 22:47 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s 0.317
2022-11-22 22:47 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.170 s 0.737
2022-11-22 22:48 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.247 s -0.956
2022-11-22 22:48 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.265 s 2.164
2022-11-22 22:48 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.234 s -0.422
2022-11-22 22:49 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.175 s 1.115
2022-11-22 22:48 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.080 s -1.335
2022-11-22 22:49 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.218 s 0.215
2022-11-22 22:49 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.180 s 0.964
2022-11-22 22:49 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 1.268
2022-11-22 22:49 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.237 s -0.090
2022-11-22 22:49 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.509 s 0.451
2022-11-22 22:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.247
2022-11-22 22:50 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.815 s -0.191
2022-11-22 22:50 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.141 s 0.129
2022-11-22 22:50 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.113 s 0.151
2022-11-22 22:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.609
2022-11-22 22:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.389 s 0.254
2022-11-22 22:50 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s 0.267
2022-11-22 22:52 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.199 s 0.768
2022-11-22 22:51 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.228
2022-11-22 22:51 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.466 s -0.641
2022-11-22 22:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.518 s -0.340
2022-11-22 22:52 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.368
2022-11-22 22:52 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.235 s 0.000
2022-11-22 22:52 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.262 s 0.148
2022-11-22 22:52 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.272 s 1.394
2022-11-22 22:53 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.137 s 0.088
2022-11-22 22:52 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.531 s 0.428
2022-11-22 22:53 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.272 s 1.050
2022-11-22 22:53 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.954 s -0.372
2022-11-22 23:03 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.867
2022-11-22 23:05 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s -0.801
2022-11-22 22:53 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 0.554
2022-11-22 22:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.305 s -0.432
2022-11-22 22:55 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.199 s 0.731
2022-11-22 22:58 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.151 s -0.992
2022-11-22 22:59 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s 0.034
2022-11-22 23:03 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.170 s -0.793
2022-11-22 23:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.508 s 0.283
2022-11-22 22:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.264 s 0.120
2022-11-22 22:53 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.227 s 0.339
2022-11-22 22:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.569 s -0.297
2022-11-22 22:55 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s 0.305
2022-11-22 22:57 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.180 s 0.153
2022-11-22 22:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.221 s -0.501
2022-11-22 23:00 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.181 s -1.090
2022-11-22 23:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.101 s 1.581
2022-11-22 22:58 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 0.527
2022-11-22 22:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.262 s 0.046
2022-11-22 22:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.510 s 0.493
2022-11-22 23:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.867 s -0.440
2022-11-22 23:00 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.197 s 0.612
2022-11-22 23:01 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 1.028
2022-11-22 23:05 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.205 s 0.626
2022-11-22 22:57 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 0.226
2022-11-22 23:01 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.316 s 0.779
2022-11-22 23:03 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.145 s -0.395
2022-11-22 23:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.349 s 0.499
2022-11-22 22:55 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.328 s 0.880
2022-11-22 22:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.023 s -2.192
2022-11-22 23:00 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.172 s -2.119
2022-11-22 23:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s 0.149
2022-11-22 23:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.629 s 0.135
2022-11-22 22:55 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.163
2022-11-22 23:00 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.464 s -0.045
2022-11-22 22:55 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.267 s -0.966
2022-11-22 23:03 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.018 s -0.660
2022-11-22 22:55 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.228 s -1.541
2022-11-22 22:57 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.209 s 0.478
2022-11-22 23:06 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.476 s -0.818
2022-11-22 23:06 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.856 s 0.393
2022-11-22 23:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 1.174
2022-11-22 22:57 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.273 s -0.328
2022-11-22 22:58 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s -0.138
2022-11-22 23:00 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.276 s -1.253
2022-11-22 23:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.176 s -1.213
2022-11-22 22:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.652 s 0.154
2022-11-22 22:58 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.142 s 1.024
2022-11-22 23:03 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.184 s 0.718
2022-11-22 22:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.655 s 0.109
2022-11-22 23:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.964 s 0.763
2022-11-22 22:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.131 s -0.038
2022-11-22 23:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.283 s -1.090
2022-11-22 22:55 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.611 s -0.403
2022-11-22 22:58 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.312 s -0.199
2022-11-22 23:03 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.256 s -0.718
2022-11-22 22:57 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.241 s 0.081
2022-11-22 22:57 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.534 s -1.133
2022-11-22 22:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.455 s 0.245
2022-11-22 23:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.220 s -0.579
2022-11-22 23:05 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.148 s -2.079
2022-11-22 23:05 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s 0.205
2022-11-22 23:05 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.141 s 0.663
2022-11-22 23:06 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.047 s 0.084
2022-11-22 23:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.236 s 0.701
2022-11-22 23:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.448 s 0.246
2022-11-22 23:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s -0.622
2022-11-22 23:06 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 0.629
2022-11-22 23:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.278 s 0.181
2022-11-22 23:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.104 s -3.435
2022-11-22 23:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.147 s 0.719
2022-11-22 23:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.206 s 0.092
2022-11-22 23:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s 0.391
2022-11-22 23:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.088 s 0.368
2022-11-22 23:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.662
2022-11-22 23:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s -0.218
2022-11-22 23:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.224 s -0.133
2022-11-22 23:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s 0.740
2022-11-22 23:10 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.325 s 1.892
2022-11-22 23:10 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s 0.641
2022-11-22 23:10 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.195 s -0.301
2022-11-22 23:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.144 s 1.167
2022-11-22 23:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.850 s -0.466
2022-11-22 23:09 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 1.145
2022-11-22 23:10 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.505
2022-11-22 23:10 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.522 s 0.285
2022-11-22 23:11 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s 0.421
2022-11-22 23:11 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.578 s -0.804
2022-11-22 23:11 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s 0.422
2022-11-22 23:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.330 s -0.775
2022-11-22 23:12 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.961 s -0.085
2022-11-22 23:11 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.181 s 1.903
2022-11-22 23:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.585 s -1.024
2022-11-22 23:13 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.125 s 0.614
2022-11-22 23:14 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.808 s -0.269
2022-11-22 23:14 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.669
2022-11-22 23:14 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s 0.116
2022-11-22 23:14 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.231 s 0.421
2022-11-22 23:14 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.227 s -1.471
2022-11-22 23:14 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.298 s -0.562
2022-11-22 23:15 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.105 s -1.466
2022-11-22 23:18 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.133 s -0.630
2022-11-22 23:16 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.311 s 1.521
2022-11-22 23:16 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.252 s -1.546
2022-11-22 23:16 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.264 s -0.106
2022-11-22 23:16 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.477 s -0.523
2022-11-22 23:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.388 s -0.544
2022-11-22 23:16 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.576 s 0.106
2022-11-22 23:18 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s 0.205
2022-11-22 23:18 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s -0.139
2022-11-22 23:15 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.781 s -0.172
2022-11-22 23:18 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.172
2022-11-22 23:18 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.498
2022-11-22 23:17 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.611 s -0.834
2022-11-22 23:17 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.177 s -0.203
2022-11-22 23:18 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -0.282
2022-11-22 23:18 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.381 s -0.748