Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 22:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.254 s -0.463
2022-11-23 22:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.320 s 0.923
2022-11-23 22:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.160 s -3.367
2022-11-23 22:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.190 s -0.114
2022-11-23 22:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s 0.060
2022-11-23 22:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.131
2022-11-23 22:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.047
2022-11-23 22:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.170
2022-11-23 22:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.838 s -1.287
2022-11-23 22:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.421
2022-11-23 22:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s 0.165
2022-11-23 22:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 0.824
2022-11-23 22:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.237 s -0.501
2022-11-23 22:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.547 s -0.760
2022-11-23 22:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.906 s -0.823
2022-11-23 22:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.144 s -1.119
2022-11-23 22:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.141 s -0.329
2022-11-23 22:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.313 s 0.705
2022-11-23 22:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.594 s -2.937
2022-11-23 22:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.191 s -0.183
2022-11-23 22:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s 0.170
2022-11-23 22:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s -1.595
2022-11-23 22:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s 0.072
2022-11-23 22:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.215 s 0.324
2022-11-23 22:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.223 s 0.555
2022-11-23 22:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.241 s 0.396
2022-11-23 22:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.167 s 0.159
2022-11-23 22:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.274 s -0.822
2022-11-23 22:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.477 s -0.649
2022-11-23 22:44 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.376 s -0.215
2022-11-23 22:44 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.065 s -0.177
2022-11-23 22:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.161
2022-11-23 22:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.163 s -0.740
2022-11-23 22:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.245 s 0.595
2022-11-23 22:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.264 s 2.283
2022-11-23 22:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.526 s -0.684
2022-11-23 22:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.217 s 0.506
2022-11-23 22:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.065 s 0.489
2022-11-23 22:47 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.815 s -0.294
2022-11-23 22:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.517 s -0.528
2022-11-23 22:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.115 s -1.301
2022-11-23 22:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.696
2022-11-23 22:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.078
2022-11-23 22:47 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.111 s 0.256
2022-11-23 22:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s -0.226
2022-11-23 22:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.146 s -0.010
2022-11-23 22:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.390 s 0.221
2022-11-23 22:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.264 s 0.078
2022-11-23 22:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s 0.016
2022-11-23 22:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.468 s -1.389
2022-11-23 22:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s -0.183
2022-11-23 22:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.235 s -0.097
2022-11-23 22:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s -0.026
2022-11-23 22:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.533 s 0.112
2022-11-23 22:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.025
2022-11-23 22:50 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.947 s 1.057
2022-11-23 22:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.131 s 0.098
2022-11-23 22:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.222 s 1.713
2022-11-23 22:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.273 s 0.549
2022-11-23 22:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.564 s 1.380
2022-11-23 22:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.302 s 0.204
2022-11-23 22:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.261 s 1.739
2022-11-23 22:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.647 s 0.728
2022-11-23 22:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.201 s -0.873
2022-11-23 22:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.609 s 0.155
2022-11-23 22:52 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.346 s -0.076
2022-11-23 22:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 0.547
2022-11-23 22:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.227 s -0.847
2022-11-23 22:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s 0.033
2022-11-23 22:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.294 s 0.751
2022-11-23 22:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.987 s -0.547
2022-11-23 22:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.129 s 0.210
2022-11-23 22:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.180 s 1.135
2022-11-23 22:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 0.642
2022-11-23 22:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.209 s 0.933
2022-11-23 22:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.243 s 0.020
2022-11-23 22:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.531 s 0.202
2022-11-23 22:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.273 s -0.563
2022-11-23 22:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.142 s 1.014
2022-11-23 22:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.138 s 0.630
2022-11-23 22:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s 0.343
2022-11-23 22:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.157 s 1.883
2022-11-23 22:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.316 s -0.185
2022-11-23 22:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s -0.242
2022-11-23 22:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.682 s 0.054
2022-11-23 22:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.154
2022-11-23 22:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.512 s -0.587
2022-11-23 22:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.197 s 0.550
2022-11-23 22:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.463 s -0.879
2022-11-23 23:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s -0.816
2022-11-23 23:02 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.549 s -0.597
2022-11-23 23:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.144 s -2.583
2022-11-23 22:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.464 s 0.113
2022-11-23 22:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.158 s -0.477
2022-11-23 22:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.160 s -0.926
2022-11-23 23:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.166 s -1.300
2022-11-23 23:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.197
2022-11-23 22:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s -0.897
2022-11-23 23:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s -0.953
2022-11-23 23:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.416 s 0.226
2022-11-23 23:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s -0.623
2022-11-23 23:10 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.105 s 1.033
2022-11-23 23:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.991
2022-11-23 23:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.614 s -0.908
2022-11-23 22:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.181 s -0.522
2022-11-23 22:58 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.318 s 0.660
2022-11-23 23:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.350 s 0.052
2022-11-23 23:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.223 s 0.057
2022-11-23 23:08 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.984 s 1.156
2022-11-23 22:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.631 s -0.294
2022-11-23 23:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.254 s 1.438
2022-11-23 22:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.275 s -0.620
2022-11-23 22:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.220 s -1.017
2022-11-23 22:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.283 s -0.773
2022-11-23 22:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.863 s 0.927
2022-11-23 23:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.166 s 0.491
2022-11-23 23:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.470 s 0.243
2022-11-23 23:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.016 s -0.455
2022-11-23 23:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s -0.097
2022-11-23 23:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s -0.192
2022-11-23 22:58 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.201 s -0.176
2022-11-23 22:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.222
2022-11-23 23:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.966 s 0.549
2022-11-23 23:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.208 s -2.104
2022-11-23 23:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.207 s 0.078
2022-11-23 23:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s -0.502
2022-11-23 23:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.852 s 1.108
2022-11-23 23:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.092 s 0.211
2022-11-23 23:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.217 s -1.304
2022-11-23 23:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.521 s 0.477
2022-11-23 23:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.231 s 0.273
2022-11-23 23:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.096 s 0.404
2022-11-23 23:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.320 s -0.409
2022-11-23 23:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.061 s -0.463
2022-11-23 23:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s -0.432
2022-11-23 23:06 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.852 s -0.476
2022-11-23 23:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.169 s -1.651
2022-11-23 23:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s -0.663
2022-11-23 23:11 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.741 s 1.678
2022-11-23 23:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s -0.520
2022-11-23 23:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.227 s -1.108
2022-11-23 23:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.266 s -0.743
2022-11-23 23:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.313 s 0.276
2022-11-23 23:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.154 s -1.008
2022-11-23 23:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.381 s -0.789
2022-11-23 23:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.153 s -0.304
2022-11-23 23:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.297 s -0.168
2022-11-23 23:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.774 s 0.627
2022-11-23 23:13 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.192 s -0.225
2022-11-23 23:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.133 s -1.339
2022-11-23 23:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 0.727
2022-11-23 23:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 0.405
2022-11-23 23:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.240 s -0.096
2022-11-23 23:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.448 s 0.205
2022-11-23 23:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.150 s -1.489
2022-11-23 23:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.960 s 0.086
2022-11-23 23:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.194 s -2.623
2022-11-23 23:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.475 s -0.045
2022-11-23 23:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.282 s -1.976
2022-11-23 23:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.102
2022-11-23 23:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.195 s -0.707
2022-11-23 23:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.167 s 0.229
2022-11-23 23:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.330 s -1.209
2022-11-23 23:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.225 s -0.948
2022-11-23 23:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.250 s 1.258
2022-11-23 23:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.330 s -0.609
2022-11-23 23:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.576 s 0.808
2022-11-23 23:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s 0.091
2022-11-23 23:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s 0.768
2022-11-23 23:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.380 s 0.056
2022-11-23 23:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.576 s -0.088
2022-11-23 23:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.476 s -0.067
2022-11-23 23:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.585
2022-11-23 23:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.191 s -2.107