Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-18 01:10 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.200
2022-11-18 01:11 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.284
2022-11-18 01:12 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.531
2022-11-18 01:13 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.217 s 0.008
2022-11-18 01:14 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.136 s 0.307
2022-11-18 01:14 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.163 s -0.730
2022-11-18 01:10 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s 0.125
2022-11-18 01:10 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s 0.090
2022-11-18 01:14 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.373 s 0.038
2022-11-18 01:16 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.696
2022-11-18 01:17 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.818 s -0.636
2022-11-18 01:11 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s 0.116
2022-11-18 01:11 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s -0.025
2022-11-18 01:12 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.190 s -0.629
2022-11-18 01:12 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.166 s -0.026
2022-11-18 01:12 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.325 s -1.425
2022-11-18 01:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.266 s 1.530
2022-11-18 01:15 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.219
2022-11-18 01:16 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 0.549
2022-11-18 01:16 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.513 s -0.084
2022-11-18 01:10 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.169 s 0.362
2022-11-18 01:10 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s 0.060
2022-11-18 01:16 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s 0.181
2022-11-18 01:17 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.099 s 0.696
2022-11-18 01:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.474
2022-11-18 01:10 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.539 s 0.369
2022-11-18 01:13 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.475 s -0.162
2022-11-18 01:14 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.170 s 0.739
2022-11-18 01:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.076 s -0.788
2022-11-18 01:11 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.892 s -0.105
2022-11-18 01:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.146 s 0.106
2022-11-18 01:11 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.540 s -0.340
2022-11-18 01:12 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.241 s 0.679
2022-11-18 01:12 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.832 s 0.730
2022-11-18 01:12 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.167 s 0.345
2022-11-18 01:14 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.066 s -0.142
2022-11-18 01:17 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.140 s 1.364
2022-11-18 01:17 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s -0.056
2022-11-18 01:12 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.374
2022-11-18 01:13 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s 0.125
2022-11-18 01:14 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.246 s -0.107
2022-11-18 01:16 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.217 s 0.389
2022-11-18 01:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.115 s -0.078
2022-11-18 01:14 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s -0.198
2022-11-18 01:15 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.239 s -0.906
2022-11-18 01:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.392 s 0.036
2022-11-18 01:19 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.537 s -0.440
2022-11-18 01:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.467 s -1.029
2022-11-18 01:18 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.361
2022-11-18 01:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.499 s 0.710
2022-11-18 01:19 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.198 s 0.950
2022-11-18 01:19 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.237 s -1.188
2022-11-18 01:19 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.680
2022-11-18 01:19 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.263 s 0.134
2022-11-18 01:20 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.225 s 0.150
2022-11-18 01:20 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.304 s -0.287
2022-11-18 01:20 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.953 s -0.256
2022-11-18 01:20 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.273 s 0.183
2022-11-18 01:20 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.229 s 0.114
2022-11-18 01:20 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.148 s 0.068
2022-11-18 01:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.569 s -0.091
2022-11-18 01:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.264 s 0.195
2022-11-18 01:22 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.334 s 0.494
2022-11-18 01:22 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.614 s -0.605
2022-11-18 01:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.653 s -0.003
2022-11-18 01:22 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.401
2022-11-18 01:22 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.294 s 0.902
2022-11-18 01:22 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.711
2022-11-18 01:22 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.264 s 0.723
2022-11-18 01:22 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.198 s 1.291
2022-11-18 01:23 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.135 s -1.115
2022-11-18 01:25 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.183 s -1.477
2022-11-18 01:23 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.971 s 0.098
2022-11-18 01:24 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.530 s 0.373
2022-11-18 01:23 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.177 s -2.085
2022-11-18 01:24 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.209 s 0.993
2022-11-18 01:24 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s 0.105
2022-11-18 01:24 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.239 s 0.135
2022-11-18 01:24 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.274 s -0.768
2022-11-18 01:25 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.339 s -1.211
2022-11-18 01:25 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.150 s -0.961
2022-11-18 01:25 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.144 s -0.157
2022-11-18 01:26 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.656 s 0.107
2022-11-18 01:25 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.437
2022-11-18 01:27 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.200 s -1.604
2022-11-18 01:25 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.221 s -0.612
2022-11-18 01:26 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.263 s -0.186
2022-11-18 01:26 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.447 s 1.321
2022-11-18 01:26 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.513 s -0.772
2022-11-18 01:26 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 0.164
2022-11-18 01:27 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.276 s -0.984
2022-11-18 01:27 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.465 s -0.438
2022-11-18 01:26 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s 0.067
2022-11-18 01:28 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.133 s 0.988
2022-11-18 01:27 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.164 s -1.384
2022-11-18 01:30 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.156 s -1.038
2022-11-18 01:29 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.282 s -0.194
2022-11-18 01:32 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.201 s 0.621
2022-11-18 01:33 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s -0.156
2022-11-18 01:45 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.169 s -1.239
2022-11-18 01:28 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.326 s -0.542
2022-11-18 01:28 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s 0.135
2022-11-18 01:29 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s -0.330
2022-11-18 01:32 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s 0.039
2022-11-18 01:32 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.468 s 0.561
2022-11-18 01:34 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.237 s 0.509
2022-11-18 01:35 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.232 s -0.466
2022-11-18 01:39 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.970 s -1.653
2022-11-18 01:41 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.231 s 0.344
2022-11-18 01:44 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.133 s -0.211
2022-11-18 01:45 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.444 s -4.079
2022-11-18 01:29 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.863 s 0.957
2022-11-18 01:33 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.167 s -0.235
2022-11-18 01:34 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.097 s -0.107
2022-11-18 01:43 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.473 s 0.368
2022-11-18 01:30 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s 0.232
2022-11-18 01:30 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.167 s 1.301
2022-11-18 01:32 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.141 s 0.910
2022-11-18 01:35 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.217 s -0.445
2022-11-18 01:40 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.105 s 1.163
2022-11-18 01:41 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.225 s 1.312
2022-11-18 01:30 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.255 s 0.602
2022-11-18 01:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.863 s -0.587
2022-11-18 01:33 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.060 s -0.454
2022-11-18 01:37 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.533 s -2.047
2022-11-18 01:38 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.978 s 1.233
2022-11-18 01:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.386 s 0.677
2022-11-18 01:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.630 s 0.013
2022-11-18 01:32 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.489 s 0.780
2022-11-18 01:34 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.142 s 1.538
2022-11-18 01:35 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.810
2022-11-18 01:41 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.821 s -0.603
2022-11-18 01:41 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 0.889
2022-11-18 01:41 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.102 s -0.913
2022-11-18 01:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.221 s -1.247
2022-11-18 01:31 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.167 s 0.327
2022-11-18 01:34 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.449 s 0.047
2022-11-18 01:36 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.173 s -1.227
2022-11-18 01:38 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.223 s 1.222
2022-11-18 01:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.011 s -0.117
2022-11-18 01:31 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.970 s 0.105
2022-11-18 01:36 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 8.923 s 2.017
2022-11-18 01:39 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.588 s -1.448
2022-11-18 01:32 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 1.018
2022-11-18 01:32 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.207 s -0.932
2022-11-18 01:34 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.329
2022-11-18 01:35 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.194 s -1.714
2022-11-18 01:36 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.543
2022-11-18 01:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s -0.157
2022-11-18 01:37 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.193 s 1.575
2022-11-18 01:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.326 s 0.988
2022-11-18 01:38 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s 1.238
2022-11-18 01:30 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s -0.349
2022-11-18 01:31 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.349 s 0.803
2022-11-18 01:34 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.114
2022-11-18 01:35 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.816
2022-11-18 01:35 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.278 s -0.193
2022-11-18 01:36 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.848 s 0.257
2022-11-18 01:43 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.577 s 0.089
2022-11-18 01:45 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -0.899
2022-11-18 01:38 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s 1.294
2022-11-18 01:38 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.328 s 0.885
2022-11-18 01:41 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.310
2022-11-18 01:45 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.152 s 0.773
2022-11-18 01:45 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.380 s -0.092
2022-11-18 01:45 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.320 s -0.475
2022-11-18 01:41 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.296 s 0.338
2022-11-18 01:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.780 s -0.178
2022-11-18 01:43 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.133 s 0.553
2022-11-18 01:43 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.266 s -0.443
2022-11-18 01:43 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.311 s 1.408
2022-11-18 01:44 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.175 s -0.142
2022-11-18 01:45 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.323
2022-11-18 01:43 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.604 s -0.399