Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 07:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.517 s 0.841
2022-11-23 07:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.201 s 0.249
2022-11-23 07:46 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.048 s 0.414
2022-11-23 07:42 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.204
2022-11-23 07:44 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.229 s 0.209
2022-11-23 07:50 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.389 s 0.311
2022-11-23 07:51 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.235 s -0.091
2022-11-23 07:52 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.950 s 0.242
2022-11-23 07:42 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.154 s -0.078
2022-11-23 07:42 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s 0.166
2022-11-23 07:45 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.189 s 0.564
2022-11-23 07:48 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.218 s 0.216
2022-11-23 07:56 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.175 s -1.107
2022-11-23 08:07 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s -0.358
2022-11-23 08:11 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.509 s -0.273
2022-11-23 08:12 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.144 s 0.105
2022-11-23 07:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.168 s 0.149
2022-11-23 07:55 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.606 s 1.311
2022-11-23 07:58 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.509 s 0.543
2022-11-23 08:00 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.322 s 0.013
2022-11-23 08:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.515 s 0.177
2022-11-23 08:06 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s -0.624
2022-11-23 08:11 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.953 s 1.380
2022-11-23 08:15 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.264 s -0.066
2022-11-23 08:16 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.178 s -0.471
2022-11-23 07:44 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.241 s 0.278
2022-11-23 07:44 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.318 s 1.710
2022-11-23 07:53 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.229 s 0.012
2022-11-23 07:53 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.301 s 0.426
2022-11-23 07:44 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.189 s 0.479
2022-11-23 07:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s 0.175
2022-11-23 07:44 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.321
2022-11-23 07:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 1.871
2022-11-23 07:53 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.272 s 1.271
2022-11-23 07:57 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.532 s -0.143
2022-11-23 07:46 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.375 s -0.222
2022-11-23 07:48 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.238 s -0.762
2022-11-23 07:51 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s -0.005
2022-11-23 07:52 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.533 s 0.149
2022-11-23 07:52 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.120 s 0.119
2022-11-23 07:53 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 0.644
2022-11-23 08:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.866 s -0.186
2022-11-23 08:05 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.152
2022-11-23 08:11 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s 0.431
2022-11-23 08:11 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s 0.603
2022-11-23 07:47 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.142 s 0.596
2022-11-23 07:47 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.246 s -0.363
2022-11-23 07:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s -0.405
2022-11-23 07:53 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.564 s 1.622
2022-11-23 07:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.992 s -0.788
2022-11-23 07:56 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.241 s 0.082
2022-11-23 07:58 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.217 s 2.260
2022-11-23 07:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.541 s 0.181
2022-11-23 07:44 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s 0.160
2022-11-23 07:51 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s -0.434
2022-11-23 07:58 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.336 s -1.034
2022-11-23 07:45 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 1.158
2022-11-23 07:48 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.237 s 0.257
2022-11-23 07:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.117
2022-11-23 07:51 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.195 s 0.547
2022-11-23 07:54 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 1.026
2022-11-23 08:06 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s -0.603
2022-11-23 07:45 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.272 s 1.110
2022-11-23 07:48 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.324
2022-11-23 07:49 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.810 s 0.375
2022-11-23 07:53 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.005
2022-11-23 07:58 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.260 s 0.312
2022-11-23 07:59 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.179 s 1.120
2022-11-23 07:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.880 s 0.390
2022-11-23 07:45 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.475 s -0.385
2022-11-23 07:46 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.134 s 1.665
2022-11-23 07:48 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.069 s 0.032
2022-11-23 07:49 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.129 s -0.454
2022-11-23 07:50 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s 0.433
2022-11-23 07:51 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.263 s 0.103
2022-11-23 07:58 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.142 s 1.439
2022-11-23 07:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.659 s 0.101
2022-11-23 08:01 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.435
2022-11-23 08:06 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.207 s 0.070
2022-11-23 08:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.844 s 1.736
2022-11-23 08:09 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s 0.539
2022-11-23 07:45 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s -0.086
2022-11-23 07:48 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.587
2022-11-23 07:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.383 s -2.427
2022-11-23 07:58 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.461 s -0.653
2022-11-23 08:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.019 s -0.823
2022-11-23 08:06 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.853 s 0.943
2022-11-23 08:09 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.170 s 1.945
2022-11-23 08:11 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.330 s -0.268
2022-11-23 07:50 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.029
2022-11-23 07:59 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.197 s 1.100
2022-11-23 08:01 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.633 s -0.600
2022-11-23 08:06 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.043 s 0.286
2022-11-23 08:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.215 s 0.504
2022-11-23 08:09 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.326 s 0.866
2022-11-23 08:13 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s 0.381
2022-11-23 07:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.837 s -0.608
2022-11-23 07:56 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s -0.373
2022-11-23 07:59 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s -0.149
2022-11-23 08:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.168 s 0.399
2022-11-23 08:03 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.667
2022-11-23 08:05 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s -0.208
2022-11-23 07:51 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.462 s 1.427
2022-11-23 08:01 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.157 s 1.334
2022-11-23 08:01 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s -0.175
2022-11-23 08:01 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.284 s -1.566
2022-11-23 08:06 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.448 s 0.466
2022-11-23 07:47 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.161 s 0.914
2022-11-23 07:49 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.512 s 0.032
2022-11-23 07:58 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 1.119
2022-11-23 07:59 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.272 s 0.709
2022-11-23 07:59 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.461 s 1.614
2022-11-23 08:03 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.254 s 0.920
2022-11-23 08:09 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.518
2022-11-23 08:11 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s 0.375
2022-11-23 07:45 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.215 s 0.379
2022-11-23 07:47 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s 0.159
2022-11-23 07:47 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.267 s 0.791
2022-11-23 07:48 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.250 s -1.001
2022-11-23 07:56 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.273 s -0.582
2022-11-23 07:57 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.148 s -0.634
2022-11-23 07:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.508 s 0.204
2022-11-23 07:54 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.056
2022-11-23 07:55 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s 0.187
2022-11-23 07:55 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s 0.018
2022-11-23 08:03 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s 0.000
2022-11-23 08:03 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.972 s -0.032
2022-11-23 08:15 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.243 s -1.230
2022-11-23 08:18 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s -0.142
2022-11-23 07:59 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.153 s -0.033
2022-11-23 08:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.164 s 0.927
2022-11-23 08:06 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.382
2022-11-23 08:10 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.045 s -1.219
2022-11-23 07:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.651 s 0.177
2022-11-23 07:54 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.749
2022-11-23 07:56 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s -0.429
2022-11-23 08:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.150 s 0.146
2022-11-23 08:07 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s -0.071
2022-11-23 08:15 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.777 s 0.260
2022-11-23 08:17 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.188 s 0.215
2022-11-23 07:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.130 s -0.144
2022-11-23 08:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.151 s -0.645
2022-11-23 08:04 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s -0.099
2022-11-23 08:09 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.832
2022-11-23 08:14 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.231 s 0.366
2022-11-23 08:17 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.133 s -0.914
2022-11-23 08:17 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s -0.326
2022-11-23 08:17 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s -0.733
2022-11-23 07:58 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s -0.312
2022-11-23 08:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.090 s 0.275
2022-11-23 08:07 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s 0.422
2022-11-23 08:05 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s -0.862
2022-11-23 08:05 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.467 s 1.528
2022-11-23 08:15 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.311 s 1.328
2022-11-23 08:03 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s 0.149
2022-11-23 08:03 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.348 s 0.744
2022-11-23 08:04 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.014
2022-11-23 08:06 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.236 s 0.558
2022-11-23 08:07 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.277 s 0.411
2022-11-23 08:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.211 s 0.759
2022-11-23 08:11 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.577 s 0.395
2022-11-23 08:13 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.832 s -0.778
2022-11-23 08:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.260 s 0.785
2022-11-23 08:10 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.517 s 1.421
2022-11-23 08:13 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s -0.073
2022-11-23 08:16 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.479 s -1.062
2022-11-23 08:16 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.574 s 0.556
2022-11-23 08:16 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.607 s -0.525
2022-11-23 08:18 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.409 s -1.652
2022-11-23 08:14 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.297 s 0.216
2022-11-23 08:17 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.154 s -0.232
2022-11-23 08:14 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.214
2022-11-23 08:14 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.096 s 0.255
2022-11-23 08:18 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.384 s -2.341