Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-17 22:13 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s -0.963
2022-11-17 22:15 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.071 s -0.330
2022-11-17 22:13 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s 0.199
2022-11-17 22:14 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.216 s 0.242
2022-11-17 22:20 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.261 s 0.187
2022-11-17 22:22 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.272 s 1.077
2022-11-17 22:14 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.126
2022-11-17 22:16 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.268 s 0.024
2022-11-17 22:22 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.121 s 0.116
2022-11-17 22:28 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.182 s -1.776
2022-11-17 22:28 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.270 s 1.382
2022-11-17 22:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s -0.072
2022-11-17 22:26 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.274 s -0.565
2022-11-17 22:27 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.156
2022-11-17 22:23 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.341 s 0.028
2022-11-17 22:24 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.609 s 0.179
2022-11-17 22:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.949 s 0.979
2022-11-17 22:27 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.298 s 0.298
2022-11-17 22:15 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.374 s -0.126
2022-11-17 22:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.246 s -0.416
2022-11-17 22:13 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.191 s -0.057
2022-11-17 22:12 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.311 s 1.110
2022-11-17 22:12 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.541 s 0.174
2022-11-17 22:16 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s 0.504
2022-11-17 22:17 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.180 s 0.931
2022-11-17 22:28 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.463 s 0.427
2022-11-17 22:30 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.220 s -0.452
2022-11-17 22:30 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.628 s 0.257
2022-11-17 22:11 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s 0.500
2022-11-17 22:13 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 0.893
2022-11-17 22:21 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.957 s -1.121
2022-11-17 22:22 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.223 s 1.142
2022-11-17 22:24 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.467
2022-11-17 22:25 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.141
2022-11-17 22:27 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 0.613
2022-11-17 22:32 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.350 s -0.004
2022-11-17 22:35 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.863 s -0.605
2022-11-17 22:36 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.150 s 0.275
2022-11-17 22:37 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.849 s -0.144
2022-11-17 22:13 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.819
2022-11-17 22:14 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.836 s -0.023
2022-11-17 22:14 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.274 s -0.119
2022-11-17 22:17 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.234 s -0.559
2022-11-17 22:17 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.179 s -0.493
2022-11-17 22:19 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.156
2022-11-17 22:21 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.709
2022-11-17 22:12 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s 0.121
2022-11-17 22:18 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 0.986
2022-11-17 22:20 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.468 s -1.965
2022-11-17 22:20 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.194 s 1.057
2022-11-17 22:24 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.296 s -0.045
2022-11-17 22:15 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.470 s 0.473
2022-11-17 22:16 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.813
2022-11-17 22:19 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.388 s 0.292
2022-11-17 22:23 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.226 s 0.230
2022-11-17 22:26 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.529 s 0.866
2022-11-17 22:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.580
2022-11-17 22:27 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.452 s 0.559
2022-11-17 22:30 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.123 s 1.257
2022-11-17 22:35 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 0.045
2022-11-17 22:39 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.007 s 0.165
2022-11-17 22:11 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.169 s 0.411
2022-11-17 22:13 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.520 s 0.611
2022-11-17 22:17 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 0.847
2022-11-17 22:22 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.301 s 0.435
2022-11-17 22:27 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s -0.179
2022-11-17 22:27 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.219 s 0.656
2022-11-17 22:30 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.160 s -0.506
2022-11-17 22:34 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s 0.262
2022-11-17 22:36 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.450 s -0.202
2022-11-17 22:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s 0.229
2022-11-17 22:40 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.951 s 1.869
2022-11-17 22:12 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.201 s 0.382
2022-11-17 22:13 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.322 s -0.075
2022-11-17 22:14 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.188 s 1.074
2022-11-17 22:18 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.514 s -0.208
2022-11-17 22:19 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.140 s 2.066
2022-11-17 22:25 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.209 s 0.535
2022-11-17 22:25 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.238 s 0.165
2022-11-17 22:14 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.165 s 0.474
2022-11-17 22:22 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.565 s 1.233
2022-11-17 22:27 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.512 s -0.163
2022-11-17 22:40 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s -0.029
2022-11-17 22:12 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.872 s 0.685
2022-11-17 22:14 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 1.169
2022-11-17 22:18 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.814 s -0.098
2022-11-17 22:29 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.333 s -1.508
2022-11-17 22:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.143 s -0.222
2022-11-17 22:40 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.576 s 0.425
2022-11-17 22:43 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.225 s 0.588
2022-11-17 22:44 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.781 s -0.233
2022-11-17 22:19 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 1.321
2022-11-17 22:20 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.201 s -0.093
2022-11-17 22:22 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.229 s 0.123
2022-11-17 22:23 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.647 s 0.765
2022-11-17 22:31 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.010 s 0.026
2022-11-17 22:37 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s -0.068
2022-11-17 22:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.187 s 0.942
2022-11-17 22:47 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.377 s 1.892
2022-11-17 22:17 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.088 s -2.344
2022-11-17 22:19 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.094 s 0.837
2022-11-17 22:20 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.506 s 0.315
2022-11-17 22:36 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s 0.590
2022-11-17 22:38 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.674 s -0.647
2022-11-17 22:43 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.180 s -0.281
2022-11-17 22:45 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.480 s -0.959
2022-11-17 22:17 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.217 s 0.546
2022-11-17 22:19 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.163 s 1.653
2022-11-17 22:30 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.194 s -0.140
2022-11-17 22:36 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.279 s -0.528
2022-11-17 22:22 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.264 s 0.070
2022-11-17 22:27 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.245
2022-11-17 22:28 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.197 s 0.832
2022-11-17 22:34 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.410
2022-11-17 22:40 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.184 s -0.988
2022-11-17 22:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.169 s -1.283
2022-11-17 22:20 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.233 s 1.228
2022-11-17 22:21 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.531 s 0.496
2022-11-17 22:32 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.183 s 1.710
2022-11-17 22:32 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.255 s 0.542
2022-11-17 22:32 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.975 s -0.448
2022-11-17 22:42 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.745 s 1.288
2022-11-17 22:46 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.133 s -0.346
2022-11-17 22:19 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s 0.145
2022-11-17 22:23 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 0.757
2022-11-17 22:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.135 s -1.220
2022-11-17 22:25 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 0.690
2022-11-17 22:26 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.150 s -0.944
2022-11-17 22:32 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.743
2022-11-17 22:32 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.690
2022-11-17 22:24 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.264 s 0.881
2022-11-17 22:29 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.142 s 1.257
2022-11-17 22:30 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.281 s 0.226
2022-11-17 22:34 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.470 s 0.150
2022-11-17 22:39 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.522 s 0.402
2022-11-17 22:45 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.179 s -0.354
2022-11-17 22:46 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.575
2022-11-17 22:28 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.648 s 0.126
2022-11-17 22:31 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.862 s 1.448
2022-11-17 22:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.139 s -0.151
2022-11-17 22:36 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.086 s 0.450
2022-11-17 22:40 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.292 s 1.447
2022-11-17 22:45 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.605 s -0.496
2022-11-17 22:47 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.155 s -0.554
2022-11-17 22:28 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s 0.020
2022-11-17 22:34 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.204 s 1.434
2022-11-17 22:36 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.340
2022-11-17 22:33 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.486 s 0.863
2022-11-17 22:35 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.167 s 0.407
2022-11-17 22:35 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.101
2022-11-17 22:37 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.213 s 0.554
2022-11-17 22:43 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.233 s 0.130
2022-11-17 22:44 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.313 s -0.026
2022-11-17 22:42 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.095 s 1.377
2022-11-17 22:45 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.577 s 0.097
2022-11-17 22:33 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.171 s -0.392
2022-11-17 22:35 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.574
2022-11-17 22:35 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s 0.341
2022-11-17 22:36 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s -0.220
2022-11-17 22:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 0.916
2022-11-17 22:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.195 s -0.353
2022-11-17 22:40 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.225 s -0.438
2022-11-17 22:44 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.180 s -0.297
2022-11-17 22:47 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.320 s 0.093
2022-11-17 22:34 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.200 s 1.666
2022-11-17 22:35 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.043 s 0.301
2022-11-17 22:38 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.670
2022-11-17 22:38 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s 0.179
2022-11-17 22:43 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.103 s -1.170
2022-11-17 22:38 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.326 s 0.962
2022-11-17 22:40 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.329 s 0.742
2022-11-17 22:43 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.296 s 0.376
2022-11-17 22:47 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.365 s 0.817
2022-11-17 22:44 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.266 s -0.455