Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 05:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s 0.110
2022-11-23 05:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.203 s -0.070
2022-11-23 05:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.540 s 0.295
2022-11-23 05:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.217 s -0.038
2022-11-23 05:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.179 s 1.626
2022-11-23 05:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.167 s 0.266
2022-11-23 05:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.570
2022-11-23 05:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.537 s -0.177
2022-11-23 05:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 1.159
2022-11-23 05:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.363
2022-11-23 05:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.240 s 1.152
2022-11-23 05:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.474 s -0.121
2022-11-23 05:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.189 s 0.891
2022-11-23 05:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.183
2022-11-23 05:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.323 s -0.735
2022-11-23 05:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s 0.250
2022-11-23 05:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.885 s 0.209
2022-11-23 05:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.835 s -0.102
2022-11-23 05:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s 0.243
2022-11-23 05:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.164 s 0.906
2022-11-23 05:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s 0.447
2022-11-23 05:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s 0.221
2022-11-23 05:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.081
2022-11-23 05:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s -0.003
2022-11-23 05:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.038 s 0.850
2022-11-23 05:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.371 s 0.294
2022-11-23 05:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.134 s 1.426
2022-11-23 05:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.161 s 1.623
2022-11-23 05:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.142 s 1.159
2022-11-23 05:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.243 s 1.828
2022-11-23 05:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.265 s 2.066
2022-11-23 05:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.210 s 1.355
2022-11-23 05:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 0.748
2022-11-23 05:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.070 s -0.148
2022-11-23 05:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.251 s -2.110
2022-11-23 05:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.218 s 0.349
2022-11-23 05:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.234 s 2.011
2022-11-23 05:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.516 s -0.503
2022-11-23 05:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 0.767
2022-11-23 05:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.125
2022-11-23 05:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.389 s 0.248
2022-11-23 05:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.810 s 0.383
2022-11-23 05:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s 0.337
2022-11-23 05:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.110 s 0.253
2022-11-23 05:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.301 s 0.405
2022-11-23 05:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.609 s 0.251
2022-11-23 05:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.455 s 0.144
2022-11-23 06:10 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.787 s 0.350
2022-11-23 05:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.466
2022-11-23 05:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.274 s -0.567
2022-11-23 05:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s 0.392
2022-11-23 05:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.357 s -1.819
2022-11-23 05:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.142 s 1.028
2022-11-23 05:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s 0.330
2022-11-23 05:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.149 s 0.431
2022-11-23 05:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.319 s 0.418
2022-11-23 05:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.005 s 0.363
2022-11-23 06:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.257 s -0.976
2022-11-23 06:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.353 s -1.090
2022-11-23 06:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.112
2022-11-23 05:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.275 s -0.511
2022-11-23 05:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s -0.092
2022-11-23 05:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.132 s 0.097
2022-11-23 05:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.131
2022-11-23 05:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.564 s 1.698
2022-11-23 05:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 0.567
2022-11-23 05:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s 0.566
2022-11-23 05:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.070
2022-11-23 05:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.233 s 1.260
2022-11-23 05:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.499 s 0.674
2022-11-23 05:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.223 s 1.039
2022-11-23 05:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.227 s 0.382
2022-11-23 05:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.262 s 1.195
2022-11-23 05:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.128 s 0.534
2022-11-23 05:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.262 s -0.016
2022-11-23 05:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 1.031
2022-11-23 05:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.950 s 0.244
2022-11-23 05:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.133 s 1.046
2022-11-23 05:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.220 s -0.537
2022-11-23 06:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s 0.189
2022-11-23 06:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s -0.393
2022-11-23 06:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.172 s -0.633
2022-11-23 05:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.649 s 0.427
2022-11-23 05:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.208 s 1.106
2022-11-23 05:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s -0.189
2022-11-23 05:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.282 s -0.314
2022-11-23 05:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.142 s -0.204
2022-11-23 05:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.262 s 0.136
2022-11-23 05:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.534 s -0.071
2022-11-23 05:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s -0.236
2022-11-23 05:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.508 s 1.146
2022-11-23 06:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.779
2022-11-23 05:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.158 s 0.571
2022-11-23 06:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 1.019 s -4.895
2022-11-23 06:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s -0.627
2022-11-23 06:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.017 s -0.230
2022-11-23 05:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.272 s 1.870
2022-11-23 05:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.953 s 0.892
2022-11-23 05:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.179 s 0.730
2022-11-23 05:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.464 s 0.301
2022-11-23 05:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.330 s 0.702
2022-11-23 05:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.660 s 0.096
2022-11-23 05:58 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.167 s 0.424
2022-11-23 05:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.889
2022-11-23 06:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.531 s -0.279
2022-11-23 06:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.141 s 0.686
2022-11-23 06:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.473 s -0.273
2022-11-23 06:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.406
2022-11-23 05:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.199 s 0.488
2022-11-23 05:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.629 s 0.087
2022-11-23 05:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s -0.488
2022-11-23 06:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.166 s 0.557
2022-11-23 06:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.238 s 0.377
2022-11-23 06:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.228 s -0.309
2022-11-23 05:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.180 s 1.572
2022-11-23 05:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s 0.108
2022-11-23 05:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.271 s 1.085
2022-11-23 05:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.530 s 0.456
2022-11-23 06:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.097 s -0.086
2022-11-23 05:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.223 s 2.150
2022-11-23 06:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.028 s 1.016
2022-11-23 06:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.176 s -0.070
2022-11-23 06:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.196
2022-11-23 05:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.199 s 0.561
2022-11-23 05:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.294 s 1.205
2022-11-23 05:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.863 s 1.049
2022-11-23 06:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 0.961
2022-11-23 06:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.517 s 1.424
2022-11-23 06:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.167 s 2.388
2022-11-23 06:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.151 s 0.068
2022-11-23 06:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.175
2022-11-23 06:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s 0.286
2022-11-23 06:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.262 s 0.811
2022-11-23 05:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.219 s 0.867
2022-11-23 06:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s 0.097
2022-11-23 06:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.839
2022-11-23 06:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 10.106 s -2.238
2022-11-23 06:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 1.044
2022-11-23 06:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.296 s 0.905
2022-11-23 06:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.093 s 0.696
2022-11-23 06:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.775 s 0.492
2022-11-23 06:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.382
2022-11-23 05:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.466 s -1.059
2022-11-23 06:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.213
2022-11-23 06:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.752
2022-11-23 06:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 1.208
2022-11-23 06:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.276 s 0.987
2022-11-23 06:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s 0.107
2022-11-23 06:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.476 s -0.267
2022-11-23 06:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s -0.296
2022-11-23 06:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s -0.040
2022-11-23 06:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.862 s -0.703
2022-11-23 06:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.133 s 1.773
2022-11-23 06:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.231 s 0.362
2022-11-23 06:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.574 s 0.738
2022-11-23 06:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.166 s 0.352
2022-11-23 06:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.955 s 1.096
2022-11-23 06:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.847 s 0.418
2022-11-23 06:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.250 s 2.067
2022-11-23 06:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.380 s -0.016
2022-11-23 06:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.453 s -1.668
2022-11-23 06:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s 0.101
2022-11-23 06:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.170 s 1.264
2022-11-23 06:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.223 s 1.401
2022-11-23 06:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.580 s -0.133
2022-11-23 06:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s 0.120
2022-11-23 06:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.188 s 0.421
2022-11-23 06:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.328 s 1.219
2022-11-23 06:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.177 s -0.979
2022-11-23 06:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.224 s 1.574
2022-11-23 06:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.318 s 0.793
2022-11-23 06:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.612 s -0.900
2022-11-23 06:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.312 s 0.448
2022-11-23 06:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.380 s 0.051