Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 23:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s 0.435
2022-11-23 23:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.221 s -0.238
2022-11-23 23:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.533 s 0.124
2022-11-23 23:52 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.649 s 0.532
2022-11-23 23:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 0.404
2022-11-23 23:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.255 s -1.821
2022-11-23 23:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s -1.040
2022-11-23 23:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.178 s -1.091
2022-11-23 23:47 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.814 s -0.216
2022-11-23 23:44 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.373 s 0.100
2022-11-23 23:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.246 s -0.172
2022-11-23 23:52 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.333 s 0.605
2022-11-23 23:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.262 s -0.002
2022-11-23 23:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.071
2022-11-23 23:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.542 s -0.002
2022-11-23 23:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.874 s 0.699
2022-11-23 23:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s 0.096
2022-11-23 23:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.835 s -0.259
2022-11-23 23:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s -0.171
2022-11-23 23:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.154 s -0.025
2022-11-23 23:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.328 s -3.184
2022-11-23 23:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.189 s 0.141
2022-11-23 23:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.475 s -0.282
2022-11-23 23:46 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.064 s 0.510
2022-11-23 23:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.232 s -0.265
2022-11-23 23:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.122
2022-11-23 23:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.227 s 0.206
2022-11-23 23:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.532 s -0.327
2022-11-23 23:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.511 s 0.028
2022-11-23 23:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.218 s -0.145
2022-11-23 23:42 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.542 s -0.249
2022-11-23 23:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s 0.053
2022-11-23 23:43 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.181 s -1.880
2022-11-23 23:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.264 s 1.814
2022-11-23 23:47 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.150 s -1.380
2022-11-23 23:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.222 s -1.527
2022-11-23 23:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.032
2022-11-23 23:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.136 s -0.504
2022-11-23 23:46 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.224 s 0.450
2022-11-23 23:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s -0.726
2022-11-23 23:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.275 s -1.324
2022-11-23 23:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.274 s -0.149
2022-11-23 23:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.144 s -1.127
2022-11-23 23:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.172 s -0.698
2022-11-23 23:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.264 s -0.646
2022-11-23 23:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.126 s 0.107
2022-11-23 23:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.199 s 1.187
2022-11-23 23:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.211 s -1.127
2022-11-23 23:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.271 s 1.009
2022-11-23 23:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.182 s -1.610
2022-11-23 23:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s -0.328
2022-11-23 23:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.218
2022-11-23 23:49 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.466 s -0.360
2022-11-23 23:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.180 s 1.322
2022-11-23 23:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.275 s -1.649
2022-11-23 23:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s -0.059
2022-11-23 23:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.304 s -0.126
2022-11-23 23:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.226 s -0.341
2022-11-23 23:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.267 s -1.453
2022-11-23 23:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.140
2022-11-23 23:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.237 s -0.283
2022-11-23 23:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.141 s 0.335
2022-11-23 23:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.462 s -0.725
2022-11-23 23:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.199 s -0.715
2022-11-23 23:44 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.048 s 0.455
2022-11-23 23:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.546
2022-11-23 23:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.317 s -0.599
2022-11-23 23:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.234 s 0.474
2022-11-23 23:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.243 s 0.038
2022-11-23 23:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.162 s -0.956
2022-11-23 23:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.241 s 0.083
2022-11-23 23:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.250 s -0.880
2022-11-23 23:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.522 s -0.486
2022-11-23 23:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s -1.014
2022-11-23 23:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.392 s 0.105
2022-11-23 23:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s -0.474
2022-11-23 23:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.615 s -1.893
2022-11-23 23:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.133 s -1.067
2022-11-23 23:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.515 s -0.255
2022-11-23 23:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.794
2022-11-23 23:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.225 s -0.656
2022-11-23 23:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 0.548
2022-11-23 23:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.145
2022-11-23 23:54 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.962 s 0.599
2022-11-23 23:57 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.667 s -0.283
2022-11-23 23:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.273 s -0.077
2022-11-23 23:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.195 s 1.060
2022-11-23 23:50 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.948 s 0.737
2022-11-23 23:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.565 s 0.884
2022-11-23 23:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 0.240
2022-11-23 23:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.140 s 1.388
2022-11-23 23:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.183 s -1.560
2022-11-23 23:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s -0.456
2022-11-23 23:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.464 s -0.243
2022-11-23 23:58 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.330 s -0.946
2022-11-24 00:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.204 s -1.507
2022-11-23 23:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.543
2022-11-23 23:59 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.381 s -3.073
2022-11-23 23:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.160 s -0.938
2022-11-23 23:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.220 s -0.652
2022-11-23 23:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.284 s -1.463
2022-11-23 23:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.626 s 0.606
2022-11-24 00:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.256 s -0.404
2022-11-24 00:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.186 s -1.262
2022-11-23 23:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.864 s 0.444
2022-11-24 00:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s -1.027
2022-11-24 00:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.986 s 2.043
2022-11-24 00:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.141
2022-11-24 00:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.969 s 0.212
2022-11-24 00:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.179 s -1.993
2022-11-24 00:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.354 s -1.507
2022-11-24 00:02 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.162 s 1.201
2022-11-24 00:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 1.142
2022-11-24 00:02 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.514 s 0.276
2022-11-24 00:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.869 s -2.147
2022-11-24 00:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.177 s -2.613
2022-11-24 00:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.148 s -1.585
2022-11-24 00:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s -0.056
2022-11-24 00:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.207 s -1.105
2022-11-24 00:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.473 s -0.853
2022-11-24 00:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.206 s 0.085
2022-11-24 00:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s -0.647
2022-11-24 00:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.445 s 1.383
2022-11-24 00:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.728
2022-11-24 00:04 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.064 s -0.615
2022-11-24 00:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s -0.011
2022-11-24 00:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s 1.139
2022-11-24 00:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.150 s 0.188
2022-11-24 00:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s 0.095
2022-11-24 00:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s -0.462
2022-11-24 00:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.197 s -1.801
2022-11-24 00:06 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.853 s -0.721
2022-11-24 00:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s -0.224
2022-11-24 00:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s 0.713
2022-11-24 00:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.112 s -0.924
2022-11-24 00:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.278 s 0.069
2022-11-24 00:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.570
2022-11-24 00:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.269 s -2.632
2022-11-24 00:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.174 s -0.237
2022-11-24 00:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.522 s 0.093
2022-11-24 00:07 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.264 s 0.758
2022-11-24 00:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s -0.824
2022-11-24 00:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.333 s -2.880
2022-11-24 00:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.297 s -0.149
2022-11-24 00:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s -1.160
2022-11-24 00:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.373 s 0.667
2022-11-24 00:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s 0.317
2022-11-24 00:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.329 s -0.505
2022-11-24 00:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.779
2022-11-24 00:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.320 s -0.699
2022-11-24 00:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.966 s -0.985
2022-11-24 00:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.233 s 0.015
2022-11-24 00:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.481 s -1.209
2022-11-24 00:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.265 s -0.505
2022-11-24 00:08 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.996 s 0.602
2022-11-24 00:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.227 s -0.776
2022-11-24 00:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.314 s -0.528
2022-11-24 00:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.226 s -1.657
2022-11-24 00:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 0.709
2022-11-24 00:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.131 s 1.474
2022-11-24 00:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.154 s -0.919
2022-11-24 00:13 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.186 s -0.113
2022-11-24 00:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s 0.162
2022-11-24 00:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.377 s 0.186
2022-11-24 00:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.579 s 0.229
2022-11-24 00:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.543
2022-11-24 00:10 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.034 s 2.794
2022-11-24 00:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.615 s -0.961
2022-11-24 00:11 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.808 s -0.098
2022-11-24 00:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.106 s -1.038
2022-11-24 00:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.190 s -1.230
2022-11-24 00:13 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.774 s 0.583
2022-11-24 00:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.574 s 0.733
2022-11-24 00:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.385 s -3.378