Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-17 16:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.902 s -0.496
2022-11-17 16:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.255 s -0.191
2022-11-17 16:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s -0.071
2022-11-17 16:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.204 s -0.088
2022-11-17 16:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.541 s 0.147
2022-11-17 16:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.212
2022-11-17 16:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s 0.070
2022-11-17 16:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s 0.327
2022-11-17 16:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.199 s -0.110
2022-11-17 16:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.536 s -0.197
2022-11-17 16:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.360
2022-11-17 16:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s 0.035
2022-11-17 16:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s -0.510
2022-11-17 16:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.166 s -0.546
2022-11-17 16:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.368 s 0.597
2022-11-17 16:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.269 s -0.230
2022-11-17 16:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.325 s -1.719
2022-11-17 16:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.833 s 0.511
2022-11-17 16:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.471 s 0.327
2022-11-17 16:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.174 s -0.500
2022-11-17 16:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s 0.293
2022-11-17 16:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.189 s 0.356
2022-11-17 16:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.075 s -0.760
2022-11-17 16:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.218 s -0.170
2022-11-17 16:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.272 s 0.852
2022-11-17 16:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.137 s -0.439
2022-11-17 16:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.239 s -0.320
2022-11-17 16:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.052 s 0.279
2022-11-17 16:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.253 s -3.314
2022-11-17 16:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.352
2022-11-17 16:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.172 s -0.664
2022-11-17 16:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.245 s 0.816
2022-11-17 16:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.142 s 0.585
2022-11-17 16:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.229 s 0.147
2022-11-17 16:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.220 s -0.117
2022-11-17 16:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.235 s -0.612
2022-11-17 16:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 0.906
2022-11-17 16:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s 0.354
2022-11-17 16:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.516 s -0.482
2022-11-17 16:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.812 s 0.314
2022-11-17 16:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.176
2022-11-17 16:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.113 s -1.116
2022-11-17 16:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s 0.168
2022-11-17 16:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.142 s -0.934
2022-11-17 16:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.272
2022-11-17 16:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s 0.072
2022-11-17 16:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s 0.029
2022-11-17 16:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.391 s 0.085
2022-11-17 16:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.464 s -0.016
2022-11-17 16:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.237 s -1.669
2022-11-17 16:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.947 s 0.799
2022-11-17 16:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.276
2022-11-17 16:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.223 s 0.878
2022-11-17 16:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.186 s 0.047
2022-11-17 16:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.139 s 0.356
2022-11-17 16:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.462 s 1.228
2022-11-17 16:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.515 s -0.240
2022-11-17 16:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.334 s 0.350
2022-11-17 16:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 0.487
2022-11-17 16:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s 0.101
2022-11-17 16:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.260 s 0.344
2022-11-17 16:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.516 s -1.614
2022-11-17 16:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.674 s 0.070
2022-11-17 16:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.334 s -1.682
2022-11-17 16:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.272 s 0.791
2022-11-17 16:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.125
2022-11-17 16:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.265 s 0.076
2022-11-17 16:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.268 s -1.987
2022-11-17 16:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.272 s 0.339
2022-11-17 16:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 0.589
2022-11-17 16:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.211 s -1.261
2022-11-17 16:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s 0.303
2022-11-17 16:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s 0.222
2022-11-17 16:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.264 s 0.276
2022-11-17 16:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.643
2022-11-17 16:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.457 s -0.103
2022-11-17 16:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.129 s 0.100
2022-11-17 16:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.650 s 0.408
2022-11-17 16:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.221 s -0.574
2022-11-17 16:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.272 s 0.620
2022-11-17 16:58 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.219 s -0.613
2022-11-17 16:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.281 s 0.406
2022-11-17 16:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.276 s -0.592
2022-11-17 16:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.302 s 0.231
2022-11-17 16:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.571 s -0.867
2022-11-17 16:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.134 s -0.983
2022-11-17 16:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.966 s 0.231
2022-11-17 16:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.244 s 0.008
2022-11-17 16:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.150 s 0.339
2022-11-17 16:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.536 s -0.296
2022-11-17 16:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.227 s -0.895
2022-11-17 16:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s 0.598
2022-11-17 16:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.611 s -0.248
2022-11-17 16:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.531 s -0.079
2022-11-17 16:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.282 s 0.830
2022-11-17 16:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s 0.188
2022-11-17 16:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 0.996
2022-11-17 16:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s -0.288
2022-11-17 16:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.123 s 1.171
2022-11-17 16:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.862 s 1.463
2022-11-17 16:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.217 s 1.250
2022-11-17 17:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.350 s 0.151
2022-11-17 16:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.628 s 0.323
2022-11-17 16:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.010 s -0.036
2022-11-17 17:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 1.183
2022-11-17 17:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s 0.221
2022-11-17 16:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.192 s -3.233
2022-11-17 16:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.622
2022-11-17 17:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s -0.716
2022-11-17 17:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.609
2022-11-17 17:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.967 s 0.368
2022-11-17 17:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.257 s -1.495
2022-11-17 17:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.141 s 0.975
2022-11-17 17:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.169 s -0.069
2022-11-17 17:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s 0.163
2022-11-17 17:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s -0.679
2022-11-17 17:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.166 s 0.640
2022-11-17 17:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.593 s -1.813
2022-11-17 17:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.866 s -1.094
2022-11-17 17:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 0.653
2022-11-17 17:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s 0.136
2022-11-17 17:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s 0.516
2022-11-17 17:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.145 s 1.377
2022-11-17 17:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.027 s 0.949
2022-11-17 17:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.450 s -0.270
2022-11-17 17:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s -0.106
2022-11-17 17:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.109
2022-11-17 17:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.147 s -2.645
2022-11-17 17:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s -0.614
2022-11-17 17:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.279 s -0.565
2022-11-17 17:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.148 s 0.559
2022-11-17 17:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.212 s 0.625
2022-11-17 17:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.240 s 0.223
2022-11-17 17:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.470 s 0.164
2022-11-17 17:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.849 s -0.158
2022-11-17 17:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.626
2022-11-17 17:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.291
2022-11-17 17:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s 0.676
2022-11-17 17:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.420 s 0.258
2022-11-17 17:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s 0.612
2022-11-17 17:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.195 s -0.310
2022-11-17 17:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.518 s 1.256
2022-11-17 17:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s 0.476
2022-11-17 17:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.027 s -0.617
2022-11-17 17:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.183 s -0.366
2022-11-17 17:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.107 s 1.129
2022-11-17 17:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s 0.499
2022-11-17 17:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.386 s -0.528
2022-11-17 17:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.330 s -0.348
2022-11-17 17:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.495 s -0.164
2022-11-17 17:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s 0.291
2022-11-17 17:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.961 s -0.053
2022-11-17 17:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.475 s -0.047
2022-11-17 17:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.381 s -0.608
2022-11-17 17:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.575 s 0.489
2022-11-17 17:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.093 s 0.902
2022-11-17 17:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s -0.440
2022-11-17 17:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.312 s 0.584
2022-11-17 17:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.610 s -0.929
2022-11-17 17:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.576 s 0.103
2022-11-17 17:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.474
2022-11-17 17:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.590
2022-11-17 17:10 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.756 s 1.017
2022-11-17 17:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.296 s 0.310
2022-11-17 17:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.168 s -0.100
2022-11-17 17:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.537
2022-11-17 17:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.774 s 0.542
2022-11-17 17:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 1.106
2022-11-17 17:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.231 s 0.423
2022-11-17 17:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -0.866
2022-11-17 17:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s 0.034
2022-11-17 17:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.265 s -0.189
2022-11-17 17:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.173 s -0.001
2022-11-17 17:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.169 s -1.087