Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 13:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.522 s 0.604
2022-11-23 13:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.171 s -0.199
2022-11-23 13:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.156 s 2.590
2022-11-23 13:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 0.938
2022-11-23 13:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.813 s -0.032
2022-11-23 13:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.532
2022-11-23 13:37 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.165
2022-11-23 13:38 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.537 s 0.621
2022-11-23 13:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.110 s 0.250
2022-11-23 13:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.200 s -2.627
2022-11-23 13:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.272 s 0.554
2022-11-23 13:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s 0.073
2022-11-23 13:38 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.204 s -0.076
2022-11-23 13:40 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.216 s 0.110
2022-11-23 13:39 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.322 s -0.228
2022-11-23 13:40 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.189 s 0.745
2022-11-23 13:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.268 s 0.181
2022-11-23 13:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.252 s 0.871
2022-11-23 13:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.833 s 0.252
2022-11-23 13:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.161 s 1.364
2022-11-23 13:37 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s 0.111
2022-11-23 13:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s 0.192
2022-11-23 13:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.900 s -0.440
2022-11-23 13:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.051 s 0.347
2022-11-23 13:39 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.240 s 1.205
2022-11-23 13:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.982
2022-11-23 13:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.076 s -1.005
2022-11-23 13:39 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.228 s 0.550
2022-11-23 13:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.473 s 0.012
2022-11-23 13:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.188 s 0.723
2022-11-23 13:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.377 s -0.442
2022-11-23 13:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.144 s -0.780
2022-11-23 13:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.246 s -0.136
2022-11-23 13:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.247 s 1.580
2022-11-23 13:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.174 s -2.835
2022-11-23 13:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.216 s 0.568
2022-11-23 13:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.174 s 2.322
2022-11-23 13:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.180 s 1.818
2022-11-23 13:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.235 s -0.469
2022-11-23 13:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.508 s 0.580
2022-11-23 13:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 0.581
2022-11-23 13:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.140 s 1.536
2022-11-23 13:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s 0.033
2022-11-23 13:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.163 s 1.574
2022-11-23 13:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.223
2022-11-23 13:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.388 s 0.388
2022-11-23 13:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.463 s 0.969
2022-11-23 13:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.510 s 0.137
2022-11-23 13:46 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.033
2022-11-23 13:46 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.232 s 2.303
2022-11-23 13:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.198 s 1.487
2022-11-23 13:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.261 s 0.162
2022-11-23 13:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.531
2022-11-23 13:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.530 s 0.513
2022-11-23 13:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.951 s 0.030
2022-11-23 13:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.108 s 0.143
2022-11-23 13:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.221 s 2.844
2022-11-23 13:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.272 s 1.288
2022-11-23 13:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.226 s 0.492
2022-11-23 13:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.302 s 0.129
2022-11-23 13:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.260 s 2.626
2022-11-23 13:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.152 s 0.144
2022-11-23 13:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.566 s 0.520
2022-11-23 13:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.650 s 0.278
2022-11-23 13:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.273 s -0.145
2022-11-23 13:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.328 s 0.801
2022-11-23 13:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s -0.358
2022-11-23 13:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.224 s 1.164
2022-11-23 13:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.531 s 0.034
2022-11-23 13:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.180 s 1.701
2022-11-23 13:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.157 s 1.705
2022-11-23 13:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.259 s 0.469
2022-11-23 13:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.449 s 0.949
2022-11-23 13:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.748 s -0.089
2022-11-23 13:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.460 s 2.342
2022-11-23 13:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.199 s 1.053
2022-11-23 13:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.267 s -1.042
2022-11-23 13:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.293 s 2.465
2022-11-23 13:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.610 s -0.389
2022-11-23 13:51 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s -0.228
2022-11-23 13:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.238 s 0.161
2022-11-23 13:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.142 s 1.166
2022-11-23 13:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s -0.019
2022-11-23 13:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.140 s 1.620
2022-11-23 13:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.128 s 0.692
2022-11-23 13:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.980 s -0.298
2022-11-23 13:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.208 s 1.096
2022-11-23 13:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.284 s 0.785
2022-11-23 13:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.506 s 1.547
2022-11-23 13:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.196 s 1.765
2022-11-23 13:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.273 s 0.093
2022-11-23 13:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.180 s 1.856
2022-11-23 13:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.143 s -0.114
2022-11-23 13:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.179 s 0.833
2022-11-23 13:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.281 s 0.431
2022-11-23 13:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.318 s 0.627
2022-11-23 13:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.165 s 0.447
2022-11-23 13:56 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.158 s 0.976
2022-11-23 13:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.629 s 0.130
2022-11-23 13:56 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.939
2022-11-23 13:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s -0.554
2022-11-23 13:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.171 s -0.413
2022-11-23 13:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.865 s 0.169
2022-11-23 13:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.169 s -0.499
2022-11-23 13:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.990 s 1.603
2022-11-23 13:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.152 s -0.662
2022-11-23 13:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 1.239
2022-11-23 13:58 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.183 s 1.096
2022-11-23 13:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.348 s 0.996
2022-11-23 13:58 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.253 s 1.764
2022-11-23 14:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.520 s 0.054
2022-11-23 13:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.967 s 0.472
2022-11-23 14:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.174 s 1.012
2022-11-23 14:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.470 s 0.188
2022-11-23 14:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.202
2022-11-23 14:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s -0.854
2022-11-23 14:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.850 s 1.479
2022-11-23 14:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.896
2022-11-23 14:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s 0.093
2022-11-23 14:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.150 s 1.615
2022-11-23 14:01 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.132 s 2.124
2022-11-23 14:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.042 s 0.348
2022-11-23 14:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s 0.115
2022-11-23 14:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.147 s 2.492
2022-11-23 14:01 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.166 s 1.108
2022-11-23 14:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.203 s 0.141
2022-11-23 14:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.446 s 1.027
2022-11-23 14:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.146 s 0.801
2022-11-23 14:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.093 s 0.155
2022-11-23 14:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s -0.123
2022-11-23 14:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.190 s 2.297
2022-11-23 14:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.659
2022-11-23 14:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.275 s 1.189
2022-11-23 14:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.202 s 1.348
2022-11-23 14:04 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 1.173
2022-11-23 14:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.846 s 0.855
2022-11-23 14:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.521 s 0.441
2022-11-23 14:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.756 s -0.994
2022-11-23 14:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s 0.318
2022-11-23 14:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.173 s 2.224
2022-11-23 14:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.170 s 1.814
2022-11-23 14:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.703
2022-11-23 14:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.193 s 1.186
2022-11-23 14:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.009 s 0.009
2022-11-23 14:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.578 s 0.352
2022-11-23 14:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.181 s 1.556
2022-11-23 14:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.452 s -4.102
2022-11-23 14:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s 0.204
2022-11-23 14:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.250 s 1.829
2022-11-23 14:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.327 s 1.813
2022-11-23 14:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.176 s -0.682
2022-11-23 14:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.960 s 0.193
2022-11-23 14:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.604 s -0.164
2022-11-23 14:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.224 s 1.436
2022-11-23 14:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.482 s -1.607
2022-11-23 14:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.293 s 2.180
2022-11-23 14:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.230 s 0.470
2022-11-23 14:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.761
2022-11-23 14:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.906 s -2.691
2022-11-23 14:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 0.654
2022-11-23 14:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.264 s -0.322
2022-11-23 14:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.094 s 0.585
2022-11-23 14:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.780 s -0.019
2022-11-23 14:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.311 s 1.713
2022-11-23 14:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.575 s 0.323
2022-11-23 14:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.134 s 0.781
2022-11-23 14:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.179 s -0.569
2022-11-23 14:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.379 s 0.901
2022-11-23 14:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.438
2022-11-23 14:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.133 s -0.491
2022-11-23 14:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s -0.351
2022-11-23 14:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s -0.904
2022-11-23 14:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -0.856
2022-11-23 14:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.062