Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-09 18:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.141 s -0.493
2022-11-09 18:32 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.164 s 0.099
2022-11-09 18:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s 0.062
2022-11-09 18:53 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.979 s 1.129
2022-11-09 18:57 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.095 s 0.251
2022-11-09 18:58 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.123 s 0.181
2022-11-09 18:29 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.313
2022-11-09 18:29 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.170 s 0.523
2022-11-09 18:39 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.288
2022-11-09 18:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.067 s 1.272
2022-11-09 18:52 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.530 s -0.456
2022-11-09 18:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.264 s 0.183
2022-11-09 19:00 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.317
2022-11-09 18:25 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.171 s -0.018
2022-11-09 18:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s 0.013
2022-11-09 18:25 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.181
2022-11-09 18:25 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.544 s -0.605
2022-11-09 18:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 0.444
2022-11-09 18:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.241 s 0.148
2022-11-09 18:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.420
2022-11-09 18:27 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.159 s 0.236
2022-11-09 18:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.472 s 0.138
2022-11-09 18:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.316 s -0.267
2022-11-09 18:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.120 s 0.090
2022-11-09 18:39 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.209 s 0.322
2022-11-09 18:39 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.530 s 0.194
2022-11-09 18:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.516 s -0.552
2022-11-09 18:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.146 s 0.624
2022-11-09 18:44 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.627 s 0.557
2022-11-09 18:47 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.354
2022-11-09 18:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 0.534
2022-11-09 18:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s 0.178
2022-11-09 18:26 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.922 s -1.212
2022-11-09 18:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.322 s 0.091
2022-11-09 18:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.832 s 0.617
2022-11-09 18:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.217 s 0.491
2022-11-09 18:32 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.141 s 0.208
2022-11-09 18:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.197 s 0.250
2022-11-09 18:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s 0.272
2022-11-09 18:40 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.291 s -0.180
2022-11-09 18:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.339
2022-11-09 18:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.270 s 0.679
2022-11-09 18:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.465 s 0.056
2022-11-09 18:26 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.536 s -0.830
2022-11-09 18:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.191 s 0.267
2022-11-09 18:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s 0.170
2022-11-09 18:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.164 s 0.274
2022-11-09 18:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.190 s 0.188
2022-11-09 18:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.366 s 0.521
2022-11-09 18:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.245 s 0.428
2022-11-09 18:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.178 s 0.405
2022-11-09 18:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s 0.202
2022-11-09 18:36 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.458
2022-11-09 18:36 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.571 s -0.081
2022-11-09 18:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.227 s 0.181
2022-11-09 18:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.609 s 0.184
2022-11-09 18:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.275 s 0.060
2022-11-09 18:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.522
2022-11-09 18:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 0.512
2022-11-09 18:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.810 s 0.653
2022-11-09 18:32 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 0.226
2022-11-09 18:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.235 s 0.161
2022-11-09 18:46 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.157 s 1.182
2022-11-09 18:47 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.147 s 0.253
2022-11-09 18:52 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.323
2022-11-09 18:53 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s -0.672
2022-11-09 18:58 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.314 s 0.054
2022-11-09 18:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.468
2022-11-09 18:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.216 s 0.286
2022-11-09 18:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.646
2022-11-09 18:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.142 s 0.512
2022-11-09 18:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.071 s -0.076
2022-11-09 18:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.144 s 0.434
2022-11-09 18:33 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.387 s 0.167
2022-11-09 18:33 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.509 s -0.734
2022-11-09 18:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.945 s 0.467
2022-11-09 18:35 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.439
2022-11-09 18:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.294 s 0.510
2022-11-09 18:39 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.974 s -0.632
2022-11-09 18:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.069 s -0.780
2022-11-09 18:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.271 s -0.180
2022-11-09 18:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.510 s 0.306
2022-11-09 18:32 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s 0.129
2022-11-09 18:35 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.275 s 0.113
2022-11-09 18:36 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.303 s 0.149
2022-11-09 18:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.352 s -0.839
2022-11-09 18:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.530 s 0.263
2022-11-09 18:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.645 s 0.130
2022-11-09 18:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.157 s -0.111
2022-11-09 18:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s 0.119
2022-11-09 18:52 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.326 s 0.643
2022-11-09 18:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.221 s 0.067
2022-11-09 18:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.463 s 0.487
2022-11-09 18:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.273 s 0.452
2022-11-09 18:45 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.140 s -0.296
2022-11-09 18:45 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.184 s 0.066
2022-11-09 18:47 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s 0.088
2022-11-09 18:48 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.029 s 0.283
2022-11-09 18:50 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.208 s 0.583
2022-11-09 18:53 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.250 s -0.325
2022-11-09 18:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.332
2022-11-09 18:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.182 s -2.503
2022-11-09 18:35 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.225 s 0.377
2022-11-09 18:36 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.651 s 0.393
2022-11-09 18:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.474
2022-11-09 18:39 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.175 s 0.267
2022-11-09 18:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.417
2022-11-09 18:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.451 s -0.273
2022-11-09 18:50 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s 0.132
2022-11-09 18:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.421 s 0.214
2022-11-09 18:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.142 s 0.619
2022-11-09 18:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.467 s 0.570
2022-11-09 18:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.198 s 0.459
2022-11-09 18:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.487
2022-11-09 18:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s 0.078
2022-11-09 18:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.265 s 0.120
2022-11-09 18:39 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.241 s 0.120
2022-11-09 18:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.221 s -0.084
2022-11-09 18:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s 0.227
2022-11-09 18:54 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.583 s -1.078
2022-11-09 18:56 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.766 s 0.503
2022-11-09 18:38 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.133 s 0.138
2022-11-09 18:39 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.271 s 0.529
2022-11-09 18:40 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.135 s 0.655
2022-11-09 18:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.197 s 0.292
2022-11-09 18:44 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s 0.349
2022-11-09 18:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.169 s -0.283
2022-11-09 18:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.409
2022-11-09 19:00 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.346
2022-11-09 18:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.163 s 0.129
2022-11-09 18:46 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.346 s 0.910
2022-11-09 18:48 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.853 s 0.711
2022-11-09 18:53 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.638 s -1.378
2022-11-09 18:56 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.293 s 0.643
2022-11-09 18:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.162 s 0.423
2022-11-09 19:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s -0.008
2022-11-09 19:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.380 s 0.301
2022-11-09 18:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.183 s -0.078
2022-11-09 18:45 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.290
2022-11-09 18:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.275
2022-11-09 19:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.188 s -0.015
2022-11-09 18:47 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s 0.131
2022-11-09 18:50 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.276 s 0.328
2022-11-09 18:52 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s 0.105
2022-11-09 18:53 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s -0.574
2022-11-09 18:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.177 s 0.260
2022-11-09 18:57 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.774 s 0.458
2022-11-09 18:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.464
2022-11-09 18:45 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.256 s -0.079
2022-11-09 18:47 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.520 s -0.321
2022-11-09 19:00 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s 0.334
2022-11-09 18:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.453 s 0.456
2022-11-09 18:52 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s 0.233
2022-11-09 18:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.308 s 1.713
2022-11-09 18:44 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s 0.247
2022-11-09 18:44 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.865 s 0.500
2022-11-09 19:00 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.318 s 0.579
2022-11-09 18:44 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.158 s 0.327
2022-11-09 18:45 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.169 s 0.070
2022-11-09 18:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.241 s 0.343
2022-11-09 18:51 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.850 s 0.196
2022-11-09 18:56 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s 0.117
2022-11-09 18:44 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.281 s 0.193
2022-11-09 19:01 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.356 s 1.033
2022-11-09 18:45 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.010 s 0.045
2022-11-09 18:47 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.207 s 0.214
2022-11-09 18:46 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.969 s -0.065
2022-11-09 18:48 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.472 s -0.152
2022-11-09 18:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.206 s 0.029
2022-11-09 18:54 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.958 s -0.109
2022-11-09 18:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.589 s 0.363
2022-11-09 18:51 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s 0.242
2022-11-09 18:54 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.329 s -0.675
2022-11-09 18:58 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.570 s 0.169