Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-10 16:17 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.215 s 0.158
2022-11-10 16:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s -0.087
2022-11-10 16:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.229 s -0.051
2022-11-10 16:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.389 s 0.005
2022-11-10 16:14 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.169 s 0.166
2022-11-10 16:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.191 s -0.020
2022-11-10 16:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.316 s -0.582
2022-11-10 16:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.251 s 1.621
2022-11-10 16:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.544 s -0.795
2022-11-10 16:16 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.551 s -1.277
2022-11-10 16:17 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.189 s 0.465
2022-11-10 16:14 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s -0.356
2022-11-10 16:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.988
2022-11-10 16:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s 0.127
2022-11-10 16:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.892 s -0.096
2022-11-10 16:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.319 s 0.357
2022-11-10 16:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 1.395
2022-11-10 16:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.383 s -1.750
2022-11-10 16:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.154 s 1.006
2022-11-10 16:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.827 s 2.247
2022-11-10 16:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.240 s 0.039
2022-11-10 16:14 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s -0.616
2022-11-10 16:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.274 s 0.097
2022-11-10 16:18 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.857
2022-11-10 16:17 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.470 s 0.261
2022-11-10 16:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.048 s -0.220
2022-11-10 16:19 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.142 s 1.313
2022-11-10 16:19 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.465
2022-11-10 16:19 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.172 s -0.451
2022-11-10 16:19 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.246 s -0.123
2022-11-10 16:19 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.269 s -0.576
2022-11-10 16:20 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.218 s 0.571
2022-11-10 16:20 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.244 s -1.878
2022-11-10 16:20 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.070 s -0.234
2022-11-10 16:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.510 s 0.160
2022-11-10 16:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 1.277
2022-11-10 16:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.180 s 1.464
2022-11-10 16:20 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 0.312
2022-11-10 16:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 1.103
2022-11-10 16:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.818 s -0.219
2022-11-10 16:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.127 s 0.129
2022-11-10 16:28 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s 0.156
2022-11-10 16:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.199 s 0.497
2022-11-10 16:25 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.566 s 0.090
2022-11-10 16:31 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s -0.615
2022-11-10 16:23 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.466 s -1.342
2022-11-10 16:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.534 s -0.738
2022-11-10 16:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.874
2022-11-10 16:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.280 s 0.651
2022-11-10 16:22 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 0.124
2022-11-10 16:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.110 s -0.338
2022-11-10 16:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.362
2022-11-10 16:29 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.156 s -2.119
2022-11-10 16:22 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.116 s -0.315
2022-11-10 16:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.167 s -1.611
2022-11-10 16:23 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.263 s 0.099
2022-11-10 16:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.127 s 1.111
2022-11-10 16:31 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.661 s 0.092
2022-11-10 16:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.158 s 0.723
2022-11-10 16:25 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.274 s -0.333
2022-11-10 16:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 0.677
2022-11-10 16:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.963 s -2.712
2022-11-10 16:26 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.228 s -2.029
2022-11-10 16:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.773
2022-11-10 16:25 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.303 s -0.626
2022-11-10 16:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.967 s -0.425
2022-11-10 16:28 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s -0.089
2022-11-10 16:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.221 s -0.784
2022-11-10 16:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.513 s -0.832
2022-11-10 16:25 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.903
2022-11-10 16:26 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.332 s -0.236
2022-11-10 16:29 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.531 s -0.356
2022-11-10 16:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s 0.040
2022-11-10 16:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.455 s 0.155
2022-11-10 16:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.506 s -0.551
2022-11-10 16:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s -0.005
2022-11-10 16:31 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.201 s -2.153
2022-11-10 16:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.306
2022-11-10 16:31 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.464 s 0.017
2022-11-10 16:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.186 s -0.389
2022-11-10 16:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.865 s 0.570
2022-11-10 16:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.607 s 0.214
2022-11-10 16:29 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.304 s -0.495
2022-11-10 16:31 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.140 s 0.583
2022-11-10 16:23 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.234 s 0.031
2022-11-10 16:28 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 1.365
2022-11-10 16:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.529
2022-11-10 16:22 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.159
2022-11-10 16:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.628 s 0.249
2022-11-10 16:26 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.657 s -0.287
2022-11-10 16:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.819
2022-11-10 16:25 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.223 s 1.205
2022-11-10 16:28 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.274 s -0.044
2022-11-10 16:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.218 s 0.676
2022-11-10 16:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.276 s -0.481
2022-11-10 16:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.294 s 1.360
2022-11-10 16:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.142 s 1.401
2022-11-10 16:25 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.262 s 1.142
2022-11-10 16:32 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.322 s -0.163
2022-11-10 16:28 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.209 s 0.727
2022-11-10 16:31 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.270 s 0.662
2022-11-10 16:31 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.166 s -1.676
2022-11-10 16:34 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.011 s -0.153
2022-11-10 16:34 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.129 s 0.219
2022-11-10 16:35 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.167 s 0.952
2022-11-10 16:34 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s -0.267
2022-11-10 16:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.184 s -0.479
2022-11-10 16:35 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.348 s 0.810
2022-11-10 16:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.256 s -1.131
2022-11-10 16:37 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.147 s 0.085
2022-11-10 16:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.973 s -0.631
2022-11-10 16:37 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.473 s -0.542
2022-11-10 16:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.174 s -1.226
2022-11-10 16:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.518 s -0.365
2022-11-10 16:37 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.204 s 2.121
2022-11-10 16:36 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.141 s 1.131
2022-11-10 16:36 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.174 s 0.312
2022-11-10 16:37 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.201 s 0.077
2022-11-10 16:38 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 0.078
2022-11-10 16:37 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.858 s 0.169
2022-11-10 16:42 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.974 s 1.227
2022-11-10 16:38 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s -1.023
2022-11-10 16:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.410 s 0.208
2022-11-10 16:43 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.581 s -0.859
2022-11-10 16:47 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.781 s -0.406
2022-11-10 16:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.029 s 0.278
2022-11-10 16:38 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.452 s -1.142
2022-11-10 16:46 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.233 s -0.032
2022-11-10 16:41 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s 0.044
2022-11-10 16:45 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s 0.332
2022-11-10 16:38 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s 0.516
2022-11-10 16:39 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.217 s -0.489
2022-11-10 16:45 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.225 s -0.272
2022-11-10 16:41 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s -0.187
2022-11-10 16:43 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s -0.653
2022-11-10 16:38 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.040
2022-11-10 16:39 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s -0.373
2022-11-10 16:40 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.848 s 0.279
2022-11-10 16:41 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.328 s 0.533
2022-11-10 16:41 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.530 s -0.937
2022-11-10 16:41 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s 0.171
2022-11-10 16:43 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.183 s -0.783
2022-11-10 16:46 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.295 s 0.157
2022-11-10 16:38 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.204 s 0.117
2022-11-10 16:42 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.549 s -0.652
2022-11-10 16:40 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.228 s -0.412
2022-11-10 16:47 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.312 s -0.202
2022-11-10 16:44 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.166 s 0.016
2022-11-10 16:39 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.140 s 2.252
2022-11-10 16:41 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.145 s 1.213
2022-11-10 16:43 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s -0.515
2022-11-10 16:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.861 s -1.688
2022-11-10 16:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.081 s 0.630
2022-11-10 16:39 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.193 s -1.095
2022-11-10 16:39 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.276 s 0.086
2022-11-10 16:45 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.098
2022-11-10 16:39 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s -0.550
2022-11-10 16:43 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.963 s -0.810
2022-11-10 16:46 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.106 s -1.173
2022-11-10 16:47 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.263 s -0.038
2022-11-10 16:43 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.329 s -0.661
2022-11-10 16:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.382 s -0.358
2022-11-10 16:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.579 s 0.063
2022-11-10 16:47 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.174 s -0.863
2022-11-10 16:47 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.473 s -0.204
2022-11-10 16:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.439
2022-11-10 16:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.584 s 0.899
2022-11-10 16:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.161 s 0.432
2022-11-10 16:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.588
2022-11-10 16:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.169 s -1.062
2022-11-10 16:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s 0.232
2022-11-10 16:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -1.198
2022-11-10 16:50 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.383 s -0.672
2022-11-10 16:50 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.320 s 0.081