Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-14 20:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.837 s -0.235
2022-11-14 20:36 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.877 s 0.493
2022-11-14 20:39 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.136 s 0.221
2022-11-14 20:39 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.247 s -0.265
2022-11-14 20:43 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.198
2022-11-14 20:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 0.760
2022-11-14 20:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.466 s -0.425
2022-11-14 20:35 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.316 s -0.445
2022-11-14 20:42 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s -0.124
2022-11-14 20:42 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s -0.031
2022-11-14 20:49 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 1.004
2022-11-14 20:49 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s 0.146
2022-11-14 20:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.359
2022-11-14 20:57 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s -0.229
2022-11-14 20:39 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.382 s -1.321
2022-11-14 20:40 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.626
2022-11-14 20:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.392
2022-11-14 20:49 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.274 s -0.050
2022-11-14 20:50 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.145 s -0.372
2022-11-14 20:43 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.466 s -1.295
2022-11-14 20:44 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.199 s 0.546
2022-11-14 20:40 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.238 s -1.113
2022-11-14 20:43 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.146 s -0.049
2022-11-14 20:55 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.177 s -2.242
2022-11-14 20:57 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.512 s -0.189
2022-11-14 21:00 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s -0.287
2022-11-14 20:36 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.538 s -0.684
2022-11-14 20:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.241 s -0.516
2022-11-14 20:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.217 s -0.162
2022-11-14 20:47 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.357 s -1.123
2022-11-14 20:50 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.294 s -0.096
2022-11-14 20:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.222 s -1.503
2022-11-14 20:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.213 s -0.860
2022-11-14 20:40 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.269 s -0.237
2022-11-14 20:45 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.126 s 0.127
2022-11-14 20:53 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.316 s 0.597
2022-11-14 20:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.594
2022-11-14 20:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.169 s -0.285
2022-11-14 20:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.169 s -0.193
2022-11-14 21:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.266 s -0.878
2022-11-14 20:37 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.190 s -0.546
2022-11-14 20:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.609 s 0.006
2022-11-14 20:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s -0.474
2022-11-14 20:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.157 s -0.582
2022-11-14 20:57 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.726
2022-11-14 20:58 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.855 s 0.493
2022-11-14 20:35 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s -0.440
2022-11-14 20:35 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.155 s -0.950
2022-11-14 20:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s 0.311
2022-11-14 20:46 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.262 s 1.124
2022-11-14 20:41 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.238 s 0.456
2022-11-14 20:42 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.811 s 0.522
2022-11-14 20:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.297 s 0.145
2022-11-14 20:48 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.131 s 0.100
2022-11-14 20:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.258 s -1.986
2022-11-14 20:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.169 s -1.598
2022-11-14 21:02 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.529 s -0.885
2022-11-14 21:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.299 s -1.490
2022-11-14 21:07 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.103 s -0.776
2022-11-14 20:35 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.171 s -0.359
2022-11-14 20:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.147 s -4.165
2022-11-14 20:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s -0.993
2022-11-14 20:43 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.389 s -0.022
2022-11-14 20:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.226
2022-11-14 20:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.773
2022-11-14 20:44 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.273 s 0.845
2022-11-14 20:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.201 s 0.278
2022-11-14 20:35 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.203 s -0.338
2022-11-14 20:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s -0.616
2022-11-14 20:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.163 s 0.194
2022-11-14 20:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.239
2022-11-14 20:41 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s -0.345
2022-11-14 20:43 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.512 s -0.679
2022-11-14 20:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.264 s 0.057
2022-11-14 20:45 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.305 s -1.426
2022-11-14 20:46 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.567 s -0.264
2022-11-14 20:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.532 s -0.468
2022-11-14 20:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.183 s -1.635
2022-11-14 20:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.320 s 0.181
2022-11-14 20:40 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.083 s -1.721
2022-11-14 20:41 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.217 s 1.097
2022-11-14 20:41 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.509 s 0.277
2022-11-14 20:42 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.110 s -0.326
2022-11-14 20:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.235 s -0.653
2022-11-14 20:45 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.275 s -0.711
2022-11-14 20:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s -0.321
2022-11-14 20:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.681 s 0.046
2022-11-14 20:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.630 s 0.011
2022-11-14 20:55 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.008 s 0.166
2022-11-14 20:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.350 s -0.361
2022-11-14 20:35 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.540 s -0.086
2022-11-14 20:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.475 s -0.646
2022-11-14 20:39 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.152 s -2.928
2022-11-14 20:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s 0.198
2022-11-14 20:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.951 s 0.091
2022-11-14 20:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.509 s 0.396
2022-11-14 20:57 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.149 s -2.150
2022-11-14 21:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.600
2022-11-14 20:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.255 s -0.138
2022-11-14 20:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.225 s 0.481
2022-11-14 20:51 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.140 s 0.308
2022-11-14 20:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.448 s 0.377
2022-11-14 21:00 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.279 s -0.723
2022-11-14 21:02 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s -0.414
2022-11-14 20:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s 0.538
2022-11-14 20:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.274 s -0.201
2022-11-14 20:39 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.144 s -0.504
2022-11-14 20:41 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 1.006
2022-11-14 20:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.200 s -1.751
2022-11-14 20:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s -0.626
2022-11-14 21:01 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.174 s 1.049
2022-11-14 21:10 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.382 s -0.664
2022-11-14 20:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.533 s -0.177
2022-11-14 20:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.211 s -0.879
2022-11-14 20:45 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.957 s -1.302
2022-11-14 20:46 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.654 s -0.018
2022-11-14 20:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.186 s -1.163
2022-11-14 20:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.971 s -0.355
2022-11-14 20:57 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s -0.656
2022-11-14 21:00 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.119 s -0.939
2022-11-14 21:00 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s -0.394
2022-11-14 21:02 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s -0.899
2022-11-14 21:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.225 s -0.250
2022-11-14 20:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.228 s -1.330
2022-11-14 20:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.242 s -1.176
2022-11-14 20:58 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 0.007
2022-11-14 21:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.253 s -0.752
2022-11-14 20:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.562
2022-11-14 20:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.157 s 1.721
2022-11-14 20:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.451 s 0.598
2022-11-14 21:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.331 s -0.961
2022-11-14 20:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.276 s -1.459
2022-11-14 20:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 0.646
2022-11-14 20:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.151 s 0.331
2022-11-14 21:02 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.197 s -2.165
2022-11-14 21:02 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.329 s -0.108
2022-11-14 21:09 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.631 s -4.444
2022-11-14 20:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.222 s -1.502
2022-11-14 20:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.869 s -0.608
2022-11-14 20:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.485
2022-11-14 21:05 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.165 s 0.028
2022-11-14 21:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 0.831
2022-11-14 21:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.134 s -0.774
2022-11-14 20:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.285 s -2.400
2022-11-14 20:58 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.471 s -0.255
2022-11-14 21:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.818 s -0.630
2022-11-14 21:10 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -0.707
2022-11-14 20:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.206 s 0.077
2022-11-14 21:01 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.846 s 0.528
2022-11-14 21:03 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.226 s -0.927
2022-11-14 21:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.574 s 0.099
2022-11-14 21:11 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.379 s -0.374
2022-11-14 20:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s 0.471
2022-11-14 21:00 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s -0.757
2022-11-14 21:00 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.215 s 0.235
2022-11-14 21:03 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.009 s 0.136
2022-11-14 21:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.475 s -0.492
2022-11-14 20:57 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s 0.475
2022-11-14 21:00 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s -0.518
2022-11-14 21:01 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s -0.382
2022-11-14 21:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.962 s -0.542
2022-11-14 21:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.181 s -0.748
2022-11-14 21:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.231 s 1.103
2022-11-14 21:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.318 s 1.162
2022-11-14 20:58 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.020 s 0.593
2022-11-14 21:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.596 s -2.444
2022-11-14 21:08 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.226 s -1.844
2022-11-14 21:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.316 s -1.548
2022-11-14 21:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.183 s -0.709
2022-11-14 21:03 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.368 s 0.783
2022-11-14 21:07 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.781 s -0.352
2022-11-14 21:09 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.185 s -1.042
2022-11-14 21:10 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s -0.181
2022-11-14 21:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.291