Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 21:26 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.320 s 0.226
2022-11-15 21:27 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.190 s -0.846
2022-11-15 21:30 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.250 s -1.104
2022-11-15 21:24 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s -0.407
2022-11-15 21:24 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s -0.020
2022-11-15 21:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.578
2022-11-15 21:28 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s -0.079
2022-11-15 21:24 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.171 s -0.181
2022-11-15 21:27 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.160 s -1.477
2022-11-15 21:33 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.276 s -0.838
2022-11-15 21:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.201 s 0.432
2022-11-15 21:28 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.138 s -0.927
2022-11-15 21:30 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s 0.587
2022-11-15 21:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.812 s 0.433
2022-11-15 21:31 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.098
2022-11-15 21:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.836 s -0.084
2022-11-15 21:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.371 s 0.037
2022-11-15 21:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.233 s -0.687
2022-11-15 21:30 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.553
2022-11-15 21:33 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.197 s 0.035
2022-11-15 21:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.072 s -0.412
2022-11-15 21:24 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s -0.090
2022-11-15 21:26 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s -0.139
2022-11-15 21:26 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.241 s -0.409
2022-11-15 21:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.199 s -0.202
2022-11-15 21:27 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s 0.180
2022-11-15 21:30 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.239 s -0.208
2022-11-15 21:24 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s -0.212
2022-11-15 21:25 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.514 s 0.445
2022-11-15 21:33 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.235 s -0.528
2022-11-15 21:39 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.308 s -0.347
2022-11-15 21:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s -0.185
2022-11-15 21:41 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s -0.181
2022-11-15 21:32 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.389 s 0.094
2022-11-15 21:35 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.264 s 0.206
2022-11-15 21:38 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s 0.124
2022-11-15 21:38 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.276 s -1.391
2022-11-15 21:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.465 s -0.222
2022-11-15 21:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.330 s -0.894
2022-11-15 21:27 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.219 s -0.531
2022-11-15 21:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.120 s -0.427
2022-11-15 21:38 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.241 s 0.081
2022-11-15 21:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.674 s 0.059
2022-11-15 21:44 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.136 s -0.094
2022-11-15 21:26 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.164 s 0.300
2022-11-15 21:31 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.141 s 0.214
2022-11-15 21:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.608 s 0.118
2022-11-15 21:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.133 s -0.761
2022-11-15 21:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.150 s 0.494
2022-11-15 21:27 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.474 s -0.371
2022-11-15 21:30 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.219 s 0.037
2022-11-15 21:34 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.274 s -0.549
2022-11-15 21:35 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.304 s -0.918
2022-11-15 21:36 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.654 s -0.098
2022-11-15 21:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.228 s -1.910
2022-11-15 21:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.266 s -1.008
2022-11-15 21:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.510 s 0.332
2022-11-15 21:43 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.281 s 0.055
2022-11-15 21:28 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.259
2022-11-15 21:29 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.270 s -1.618
2022-11-15 21:33 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.263 s 0.082
2022-11-15 21:38 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.211 s -0.933
2022-11-15 21:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.247 s -0.987
2022-11-15 21:32 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.470 s -3.604
2022-11-15 21:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.311
2022-11-15 21:45 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.350 s -0.115
2022-11-15 21:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.876 s 0.439
2022-11-15 21:33 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.505 s -0.160
2022-11-15 21:35 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.305
2022-11-15 21:39 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.153 s -1.608
2022-11-15 21:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.142
2022-11-15 21:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.452 s 0.456
2022-11-15 21:28 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.172 s -1.117
2022-11-15 21:30 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.512 s -0.083
2022-11-15 21:38 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.949 s 0.413
2022-11-15 21:38 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.541 s -2.938
2022-11-15 21:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.222 s -1.448
2022-11-15 21:43 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.160 s -0.992
2022-11-15 21:44 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s -0.893
2022-11-15 21:24 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.540 s 0.006
2022-11-15 21:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.048 s 0.073
2022-11-15 21:34 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.223 s 0.955
2022-11-15 21:43 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.867 s -0.394
2022-11-15 21:25 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.191 s -0.023
2022-11-15 21:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.186 s 0.158
2022-11-15 21:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.199 s -0.970
2022-11-15 21:43 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.627 s 0.469
2022-11-15 21:27 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.166 s -0.052
2022-11-15 21:31 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 0.160
2022-11-15 21:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.129 s 0.083
2022-11-15 21:38 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.175 s -0.247
2022-11-15 21:32 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.146 s 0.048
2022-11-15 21:33 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.530 s 0.251
2022-11-15 21:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.294 s 0.927
2022-11-15 21:44 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.010 s 0.009
2022-11-15 21:43 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.839
2022-11-15 21:32 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s -1.088
2022-11-15 21:35 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.571 s -0.816
2022-11-15 21:36 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.326 s 0.221
2022-11-15 21:41 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.274 s -0.685
2022-11-15 21:45 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.257 s -0.982
2022-11-15 21:45 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.970 s -0.160
2022-11-15 21:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.952 s -0.382
2022-11-15 21:41 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.171 s -2.290
2022-11-15 21:33 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s 0.342
2022-11-15 21:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.055
2022-11-15 21:43 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.218 s 0.631
2022-11-15 21:44 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.170 s -1.060
2022-11-15 21:45 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.173 s -0.959
2022-11-15 21:40 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 0.016
2022-11-15 21:44 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.147 s -1.155
2022-11-15 21:46 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.517 s -0.200
2022-11-15 21:46 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.174 s 0.698
2022-11-15 21:46 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.673
2022-11-15 21:47 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.470 s -0.002
2022-11-15 21:46 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.147 s -0.603
2022-11-15 21:46 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s -0.661
2022-11-15 21:47 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.208 s -1.077
2022-11-15 21:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s 0.404
2022-11-15 21:47 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.859 s -0.052
2022-11-15 21:47 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.053 s -0.359
2022-11-15 21:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.135 s -0.409
2022-11-15 21:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.448 s 0.119
2022-11-15 21:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.167 s -0.310
2022-11-15 21:49 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s 0.067
2022-11-15 21:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.090
2022-11-15 21:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.153 s -0.382
2022-11-15 21:49 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s -0.087
2022-11-15 21:51 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.522 s 0.261
2022-11-15 21:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.154 s -0.191
2022-11-15 21:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.096 s -0.066
2022-11-15 21:49 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.197
2022-11-15 21:53 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.946 s 2.082
2022-11-15 21:51 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.173
2022-11-15 21:52 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s -0.291
2022-11-15 21:50 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.239 s 0.906
2022-11-15 21:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.849 s -0.063
2022-11-15 21:49 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.221 s 0.068
2022-11-15 21:51 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.479
2022-11-15 21:51 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s 0.800
2022-11-15 21:51 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s -0.077
2022-11-15 21:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s -0.361
2022-11-15 21:49 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.283 s -2.174
2022-11-15 21:51 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s -0.089
2022-11-15 21:53 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.579 s -0.322
2022-11-15 21:49 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.215 s 0.291
2022-11-15 21:52 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.022 s -0.412
2022-11-15 21:53 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.254 s -0.710
2022-11-15 21:52 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.681 s -1.762
2022-11-15 21:53 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.329 s -0.390
2022-11-15 21:54 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.103 s 1.531
2022-11-15 21:56 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.096 s 0.040
2022-11-15 21:55 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.177 s -0.094
2022-11-15 21:55 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.738 s 1.586
2022-11-15 21:55 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.227 s -0.768
2022-11-15 21:55 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s -0.034
2022-11-15 21:55 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.297 s -0.334
2022-11-15 21:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.783 s -0.596
2022-11-15 21:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.233 s -0.418
2022-11-15 21:58 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.178 s -0.405
2022-11-15 21:57 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.264 s -0.307
2022-11-15 21:57 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.248 s -1.938
2022-11-15 21:57 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.314 s -0.812
2022-11-15 21:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.134 s -1.052
2022-11-15 21:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.532
2022-11-15 22:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.390 s -0.980
2022-11-15 21:57 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.477 s -0.652
2022-11-15 21:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.407
2022-11-15 21:57 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.581 s 0.052
2022-11-15 21:59 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.380 s -0.145
2022-11-15 21:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.605 s -0.699
2022-11-15 21:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.257
2022-11-15 21:59 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.187 s 0.472
2022-11-15 21:59 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.169 s -0.818