Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-16 09:19 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.172 s -0.520
2022-11-16 09:20 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.220 s -0.065
2022-11-16 09:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.167 s 0.097
2022-11-16 09:20 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.234 s -0.626
2022-11-16 09:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.113 s -0.131
2022-11-16 09:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.510 s -0.276
2022-11-16 09:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.334
2022-11-16 09:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.240 s 0.218
2022-11-16 09:19 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.247 s -0.683
2022-11-16 09:14 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s 0.125
2022-11-16 09:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.368 s 0.464
2022-11-16 09:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.318 s -0.767
2022-11-16 09:17 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.214 s 0.437
2022-11-16 09:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.229 s 0.566
2022-11-16 09:19 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.268 s 0.554
2022-11-16 09:19 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.142 s 0.889
2022-11-16 09:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.442
2022-11-16 09:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.067 s -0.360
2022-11-16 09:31 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.179 s 0.372
2022-11-16 09:14 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.013
2022-11-16 09:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.831 s 1.114
2022-11-16 09:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.542 s -0.165
2022-11-16 09:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.918 s -1.184
2022-11-16 09:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.196 s 1.278
2022-11-16 09:28 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s -0.231
2022-11-16 09:29 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.528 s 0.670
2022-11-16 09:31 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.270 s 0.874
2022-11-16 09:31 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.155 s -0.435
2022-11-16 09:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.301 s -2.482
2022-11-16 09:34 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.114 s 1.165
2022-11-16 09:22 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.204
2022-11-16 09:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.112
2022-11-16 09:14 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s -0.152
2022-11-16 09:17 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.188 s 1.592
2022-11-16 09:20 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.073 s -0.513
2022-11-16 09:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.389 s 0.179
2022-11-16 09:26 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.582
2022-11-16 09:20 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 0.901
2022-11-16 09:14 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.201 s 0.166
2022-11-16 09:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.321 s 0.174
2022-11-16 09:17 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.468 s 0.780
2022-11-16 09:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 1.231
2022-11-16 09:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.105
2022-11-16 09:16 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.534 s -0.281
2022-11-16 09:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.489
2022-11-16 09:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.189 s 0.907
2022-11-16 09:18 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.027
2022-11-16 09:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.296 s 0.199
2022-11-16 09:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.142 s 1.002
2022-11-16 09:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.160 s -0.993
2022-11-16 09:35 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.167 s 0.869
2022-11-16 09:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.164 s 0.905
2022-11-16 09:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s 0.596
2022-11-16 09:22 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.146 s -0.018
2022-11-16 09:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s 0.131
2022-11-16 09:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.275 s 0.096
2022-11-16 09:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.546 s -2.087
2022-11-16 09:25 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.223 s 1.241
2022-11-16 09:28 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.180 s 0.193
2022-11-16 09:31 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.197 s 0.626
2022-11-16 09:18 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.134 s 1.584
2022-11-16 09:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s 0.288
2022-11-16 09:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.836
2022-11-16 09:20 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.510 s 0.202
2022-11-16 09:21 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.183
2022-11-16 09:23 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.233 s 0.988
2022-11-16 09:23 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.264 s 0.087
2022-11-16 09:25 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.569 s -0.379
2022-11-16 09:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s 0.025
2022-11-16 09:23 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.466 s -0.919
2022-11-16 09:26 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.648 s 0.662
2022-11-16 09:29 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.153 s -1.396
2022-11-16 09:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.463 s -0.834
2022-11-16 09:31 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 0.566
2022-11-16 09:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.627 s 0.499
2022-11-16 09:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.235 s 1.307
2022-11-16 09:25 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.302
2022-11-16 09:28 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.274 s -0.555
2022-11-16 09:35 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.350 s -0.108
2022-11-16 09:39 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.156 s -0.619
2022-11-16 09:39 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.689
2022-11-16 09:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s -0.846
2022-11-16 09:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.951 s -0.079
2022-11-16 09:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.115 s 0.117
2022-11-16 09:26 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.336 s -0.040
2022-11-16 09:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.514 s -1.055
2022-11-16 09:31 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.688 s 0.036
2022-11-16 09:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.813 s 0.230
2022-11-16 09:25 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.273 s 0.354
2022-11-16 09:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.607 s 0.268
2022-11-16 09:29 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.300 s 0.015
2022-11-16 09:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.648 s -3.827
2022-11-16 09:25 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.261 s 1.177
2022-11-16 09:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.589
2022-11-16 09:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.127 s 0.853
2022-11-16 09:28 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 0.284
2022-11-16 09:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s -0.314
2022-11-16 09:34 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.014 s -0.339
2022-11-16 09:25 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.302 s -0.097
2022-11-16 09:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.180 s 1.304
2022-11-16 09:36 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s -0.016
2022-11-16 09:38 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.204 s 0.129
2022-11-16 09:39 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.190 s 0.985
2022-11-16 09:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.259 s 0.486
2022-11-16 09:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.163 s 0.957
2022-11-16 09:37 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 1.115
2022-11-16 09:37 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s -0.118
2022-11-16 09:38 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.236 s 0.661
2022-11-16 09:34 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s 0.106
2022-11-16 09:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.981 s -0.504
2022-11-16 09:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s -0.138
2022-11-16 09:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.971 s -0.256
2022-11-16 09:28 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.239 s 0.127
2022-11-16 09:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.281 s -0.013
2022-11-16 09:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.183 s 0.688
2022-11-16 09:31 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.464 s 0.085
2022-11-16 09:32 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.332 s -1.092
2022-11-16 09:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.158 s 0.672
2022-11-16 09:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.864 s 0.633
2022-11-16 09:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.255 s 0.123
2022-11-16 09:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.089 s 0.273
2022-11-16 09:40 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.233 s -0.565
2022-11-16 09:37 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.201 s 0.915
2022-11-16 09:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.059 s -0.461
2022-11-16 09:39 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.280 s -0.920
2022-11-16 09:36 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.760
2022-11-16 09:38 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.153 s -0.597
2022-11-16 09:39 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.032
2022-11-16 09:37 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.856 s 0.366
2022-11-16 09:39 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.217 s -0.627
2022-11-16 09:40 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.849 s -0.177
2022-11-16 09:37 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.468 s 0.484
2022-11-16 09:38 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.166 s 0.221
2022-11-16 09:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.499 s -0.034
2022-11-16 09:38 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 0.333
2022-11-16 09:41 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.330 s -0.708
2022-11-16 09:38 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.444 s 1.999
2022-11-16 09:41 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.750
2022-11-16 09:41 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s 0.076
2022-11-16 09:41 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s -0.124
2022-11-16 09:41 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.523
2022-11-16 09:41 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.521 s 0.569
2022-11-16 09:42 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.022 s -0.400
2022-11-16 09:43 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.539 s -0.512
2022-11-16 09:43 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.225 s -0.525
2022-11-16 09:43 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.181 s -0.042
2022-11-16 09:43 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s -0.088
2022-11-16 09:43 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.332 s -0.920
2022-11-16 09:43 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.956 s 0.677
2022-11-16 09:43 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.582 s -0.521
2022-11-16 09:50 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.318 s 0.714
2022-11-16 09:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.381 s -0.915
2022-11-16 09:44 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.046 s 2.682
2022-11-16 09:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.754 s 1.106
2022-11-16 09:46 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.231 s 0.831
2022-11-16 09:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.611 s -1.091
2022-11-16 09:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.394
2022-11-16 09:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.666
2022-11-16 09:46 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.094 s 0.365
2022-11-16 09:47 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.313 s -0.190
2022-11-16 09:46 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.298 s -0.758
2022-11-16 09:45 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s -0.544
2022-11-16 09:47 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.782 s -0.497
2022-11-16 09:47 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.138 s 0.283
2022-11-16 09:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.575 s 0.100
2022-11-16 09:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.450
2022-11-16 09:45 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.178 s -0.495
2022-11-16 09:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.188 s -0.046
2022-11-16 09:46 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.611
2022-11-16 09:50 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.380 s -0.298
2022-11-16 09:47 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.266 s -0.507
2022-11-16 09:47 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.474 s -0.160
2022-11-16 09:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s -0.412
2022-11-16 09:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.196 s -1.334