Compare Runs - Conbench

Comparisons **0.0%** **0.0%**
Z-Score	Change	Lang	Batch	Benchmark	Baseline	Contender
-0.111	0.500%	R	tpch	arrow, native, memory_map=False, TPCH-01, scale_factor=10, R	1.902 s	1.892 s
0.736	0.702%	R	tpch	arrow, native, memory_map=False, TPCH-02, scale_factor=1, R	0.255 s	0.253 s
0.310	0.687%	R	tpch	arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R	0.140 s	0.139 s
0.207	0.924%	R	tpch	arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R	0.204 s	0.202 s
0.060	-0.141%	R	tpch	arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R	0.541 s	0.542 s
0.258	0.106%	R	tpch	arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R	0.170 s	0.170 s
0.188	0.467%	R	tpch	arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R	0.153 s	0.152 s
1.011	0.962%	R	tpch	arrow, native, memory_map=False, TPCH-01, scale_factor=1, R	0.315 s	0.311 s
0.769	0.711%	R	tpch	arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R	0.199 s	0.197 s
0.958	0.665%	R	tpch	arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R	3.536 s	3.512 s
0.563	0.424%	R	tpch	arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R	0.190 s	0.189 s
0.146	0.250%	R	tpch	arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R	0.230 s	0.230 s
1.016	0.632%	R	tpch	arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R	0.242 s	0.240 s
0.780	0.963%	R	tpch	arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R	0.166 s	0.165 s
-0.095	-0.453%	R	tpch	arrow, native, memory_map=False, TPCH-03, scale_factor=10, R	1.368 s	1.374 s
1.661	0.963%	R	tpch	arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R	0.269 s	0.266 s
2.163	2.295%	R	tpch	arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R	0.325 s	0.318 s
-0.043	-0.298%	R	tpch	arrow, native, memory_map=False, TPCH-02, scale_factor=10, R	0.833 s	0.836 s
0.392	0.072%	R	tpch	arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R	0.471 s	0.471 s
-0.807	-0.257%	R	tpch	arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R	1.174 s	1.177 s
-0.376	-0.510%	R	tpch	arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R	0.158 s	0.158 s
1.015	0.390%	R	tpch	arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R	0.189 s	0.189 s
-0.159	0.438%	R	tpch	arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R	1.075 s	1.070 s
0.196	0.901%	R	tpch	arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R	0.218 s	0.216 s
0.941	0.048%	R	tpch	arrow, native, memory_map=False, TPCH-03, scale_factor=1, R	0.272 s	0.272 s
0.003	0.403%	R	tpch	arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R	0.137 s	0.136 s
-0.127	0.193%	R	tpch	arrow, native, memory_map=False, TPCH-05, scale_factor=1, R	0.239 s	0.238 s
0.731	0.425%	R	tpch	arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R	3.052 s	3.039 s
-0.411	1.234%	R	tpch	arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R	0.253 s	0.249 s
-0.151	-0.315%	R	tpch	arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R	0.162 s	0.162 s
0.807	0.875%	R	tpch	arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R	0.172 s	0.170 s
0.695	-0.070%	R	tpch	arrow, native, memory_map=False, TPCH-04, scale_factor=1, R	0.245 s	0.245 s
0.029	-0.432%	R	tpch	arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R	0.142 s	0.143 s
0.286	0.338%	R	tpch	arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R	0.229 s	0.228 s
0.029	0.351%	R	tpch	arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R	0.220 s	0.219 s
-0.263	0.351%	R	tpch	arrow, native, memory_map=False, TPCH-04, scale_factor=10, R	1.235 s	1.231 s
0.015	-1.017%	R	tpch	arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R	0.176 s	0.178 s
0.269	-0.085%	R	tpch	arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R	0.182 s	0.182 s
0.350	1.237%	R	tpch	arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R	0.516 s	0.510 s
-0.527	-0.651%	R	tpch	arrow, native, memory_map=False, TPCH-05, scale_factor=10, R	0.812 s	0.817 s
0.135	-0.157%	R	tpch	arrow, native, memory_map=False, TPCH-06, scale_factor=1, R	0.145 s	0.145 s
1.572	1.546%	R	tpch	arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R	0.113 s	0.111 s
0.812	0.651%	R	tpch	arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R	0.200 s	0.199 s
-1.493	-0.525%	R	tpch	arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R	3.142 s	3.159 s
-0.242	0.006%	R	tpch	arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R	0.142 s	0.142 s
0.287	0.985%	R	tpch	arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R	0.114 s	0.113 s
0.398	0.221%	R	tpch	arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R	0.165 s	0.165 s
0.202	0.331%	R	tpch	arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R	0.391 s	0.389 s
1.249	0.491%	R	tpch	arrow, native, memory_map=False, TPCH-12, scale_factor=1, R	0.464 s	0.462 s
-0.978	0.424%	R	tpch	arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R	0.237 s	0.236 s
0.619	-0.102%	R	tpch	arrow, native, memory_map=False, TPCH-07, scale_factor=10, R	0.947 s	0.948 s
-0.036	-0.269%	R	tpch	arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R	0.143 s	0.144 s
0.173	-0.818%	R	tpch	arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R	0.223 s	0.225 s
-0.106	-0.353%	R	tpch	arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R	0.186 s	0.186 s
-0.079	-0.309%	R	tpch	arrow, native, memory_map=False, TPCH-10, scale_factor=10, R	1.139 s	1.143 s
-0.332	-0.631%	R	tpch	arrow, native, memory_map=False, TPCH-06, scale_factor=10, R	0.462 s	0.465 s
0.450	0.521%	R	tpch	arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R	2.515 s	2.502 s
0.051	-0.174%	R	tpch	arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R	3.334 s	3.340 s
0.642	0.129%	R	tpch	arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R	0.174 s	0.174 s
0.154	0.607%	R	tpch	arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R	0.182 s	0.181 s
0.448	0.238%	R	tpch	arrow, native, memory_map=False, TPCH-11, scale_factor=1, R	0.260 s	0.259 s
-1.030	0.310%	R	tpch	arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R	0.516 s	0.514 s
0.162	1.183%	R	tpch	arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R	3.674 s	3.630 s
-0.583	0.239%	R	tpch	arrow, native, memory_map=False, TPCH-12, scale_factor=10, R	3.334 s	3.326 s
1.705	0.467%	R	tpch	arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R	0.272 s	0.271 s
1.331	1.172%	R	tpch	arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R	0.196 s	0.194 s
0.158	1.197%	R	tpch	arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R	0.265 s	0.262 s
-0.191	0.894%	R	tpch	arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R	0.268 s	0.265 s
-0.121	-0.305%	R	tpch	arrow, native, memory_map=False, TPCH-10, scale_factor=1, R	0.272 s	0.273 s
0.310	-0.277%	R	tpch	arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R	0.141 s	0.141 s
0.002	0.753%	R	tpch	arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R	0.211 s	0.210 s
1.049	0.390%	R	tpch	arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R	0.180 s	0.179 s
0.914	0.498%	R	tpch	arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R	0.159 s	0.158 s
0.511	0.256%	R	tpch	arrow, native, memory_map=False, TPCH-08, scale_factor=1, R	0.264 s	0.263 s
0.471	-0.156%	R	tpch	arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R	0.200 s	0.200 s
-0.571	-0.247%	R	tpch	arrow, native, memory_map=False, TPCH-11, scale_factor=10, R	1.457 s	1.461 s
0.125	0.406%	R	tpch	arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R	3.129 s	3.116 s
0.410	0.000%	R	tpch	arrow, native, memory_map=False, TPCH-08, scale_factor=10, R	0.650 s	0.650 s
-0.612	-0.037%	R	tpch	arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R	0.221 s	0.221 s
1.169	0.478%	R	tpch	arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R	0.272 s	0.271 s
0.317	0.549%	R	tpch	arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R	9.219 s	9.168 s
-1.601	-1.229%	R	tpch	arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R	0.281 s	0.284 s
0.868	0.931%	R	tpch	arrow, native, memory_map=False, TPCH-07, scale_factor=1, R	0.276 s	0.273 s
-0.140	-0.650%	R	tpch	arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R	0.302 s	0.304 s
0.345	0.621%	R	tpch	arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R	0.571 s	0.568 s
-0.186	0.269%	R	tpch	arrow, native, memory_map=False, TPCH-09, scale_factor=10, R	1.134 s	1.131 s
-0.277	-0.326%	R	tpch	arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R	3.966 s	3.979 s
0.145	2.265%	R	tpch	arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R	0.244 s	0.239 s
-0.033	-0.274%	R	tpch	arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R	1.150 s	1.153 s
0.249	0.613%	R	tpch	arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R	0.536 s	0.532 s
0.487	0.727%	R	tpch	arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R	0.227 s	0.225 s
-0.312	-0.583%	R	tpch	arrow, native, memory_map=False, TPCH-09, scale_factor=1, R	0.295 s	0.296 s
0.542	0.808%	R	tpch	arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R	0.611 s	0.606 s
0.520	0.327%	R	tpch	arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R	0.531 s	0.530 s
-0.145	-0.843%	R	tpch	arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R	3.282 s	3.310 s
-0.185	-0.205%	R	tpch	arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R	0.181 s	0.182 s
0.652	-0.256%	R	tpch	arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R	0.158 s	0.158 s
0.780	0.634%	R	tpch	arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R	0.198 s	0.197 s
1.331	0.160%	R	tpch	arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R	0.123 s	0.123 s
0.882	-0.181%	R	tpch	arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R	0.862 s	0.864 s
0.512	-0.476%	R	tpch	arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R	0.217 s	0.218 s
-0.105	-0.150%	R	tpch	arrow, native, memory_map=False, TPCH-14, scale_factor=1, R	0.350 s	0.350 s
0.404	0.076%	R	tpch	arrow, native, memory_map=False, TPCH-13, scale_factor=1, R	0.628 s	0.628 s
-0.587	-0.130%	R	tpch	arrow, native, memory_map=False, TPCH-13, scale_factor=10, R	5.010 s	5.017 s
0.484	-0.647%	R	tpch	arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R	0.151 s	0.152 s
-0.553	-0.466%	R	tpch	arrow, native, memory_map=False, TPCH-15, scale_factor=1, R	0.206 s	0.207 s
-1.438	0.412%	R	tpch	arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R	7.192 s	7.163 s
1.347	0.490%	R	tpch	arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R	0.145 s	0.145 s
0.982	0.855%	R	tpch	arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R	0.185 s	0.184 s
0.258	-0.285%	R	tpch	arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R	0.168 s	0.169 s
-0.287	-0.679%	R	tpch	arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R	0.967 s	0.974 s
0.030	0.693%	R	tpch	arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R	0.257 s	0.255 s
0.577	-0.328%	R	tpch	arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R	0.141 s	0.142 s
-0.395	-0.088%	R	tpch	arrow, native, memory_map=False, TPCH-14, scale_factor=10, R	2.169 s	2.171 s
0.320	0.084%	R	tpch	arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R	0.175 s	0.175 s
-1.035	-0.201%	R	tpch	arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R	0.203 s	0.203 s
0.999	0.225%	R	tpch	arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R	0.166 s	0.166 s
0.228	1.089%	R	tpch	arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R	7.593 s	7.510 s
-1.581	-0.423%	R	tpch	arrow, native, memory_map=False, TPCH-15, scale_factor=10, R	0.866 s	0.870 s
0.031	-0.551%	R	tpch	arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R	0.133 s	0.134 s
-0.629	-0.598%	R	tpch	arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R	0.149 s	0.150 s
0.760	0.121%	R	tpch	arrow, native, memory_map=False, TPCH-17, scale_factor=1, R	0.216 s	0.215 s
1.213	-0.108%	R	tpch	arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R	0.145 s	0.145 s
0.324	-0.488%	R	tpch	arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R	3.027 s	3.042 s
-0.087	0.083%	R	tpch	arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R	0.450 s	0.449 s
0.207	0.216%	R	tpch	arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R	0.152 s	0.151 s
0.123	0.346%	R	tpch	arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R	0.205 s	0.204 s
-1.387	0.732%	R	tpch	arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R	3.147 s	3.124 s
0.508	0.570%	R	tpch	arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R	0.192 s	0.191 s
0.486	0.866%	R	tpch	arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R	0.279 s	0.277 s
0.665	0.064%	R	tpch	arrow, native, memory_map=False, TPCH-16, scale_factor=10, R	1.148 s	1.148 s
0.181	-0.705%	R	tpch	arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R	1.212 s	1.220 s
0.562	1.068%	R	tpch	arrow, native, memory_map=False, TPCH-16, scale_factor=1, R	0.240 s	0.237 s
0.461	0.352%	R	tpch	arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R	0.470 s	0.469 s
0.505	0.202%	R	tpch	arrow, native, memory_map=False, TPCH-17, scale_factor=10, R	0.849 s	0.848 s
0.734	0.069%	R	tpch	arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R	0.134 s	0.134 s
0.588	0.273%	R	tpch	arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R	0.146 s	0.146 s
-0.069	-0.457%	R	tpch	arrow, native, memory_map=False, TPCH-18, scale_factor=1, R	0.327 s	0.329 s
0.638	1.163%	R	tpch	arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R	9.420 s	9.311 s
0.202	-0.280%	R	tpch	arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R	0.171 s	0.171 s
0.134	0.285%	R	tpch	arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R	0.195 s	0.194 s
-0.392	-1.385%	R	tpch	arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R	0.518 s	0.525 s
-0.306	-0.635%	R	tpch	arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R	0.251 s	0.253 s
-0.539	0.057%	R	tpch	arrow, native, memory_map=False, TPCH-18, scale_factor=10, R	3.027 s	3.026 s
-0.350	0.089%	R	tpch	arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R	0.183 s	0.183 s
0.965	-0.056%	R	tpch	arrow, native, memory_map=False, TPCH-19, scale_factor=10, R	10.107 s	10.112 s
0.897	0.386%	R	tpch	arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R	0.176 s	0.175 s
0.407	0.624%	R	tpch	arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R	2.386 s	2.371 s
-1.168	-0.295%	R	tpch	arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R	0.330 s	0.331 s
0.624	2.200%	R	tpch	arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R	4.495 s	4.396 s
-0.459	-0.515%	R	tpch	arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R	0.224 s	0.225 s
-1.251	-0.690%	R	tpch	arrow, native, memory_map=False, TPCH-19, scale_factor=1, R	0.961 s	0.968 s
-1.534	-1.532%	R	tpch	arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R	0.475 s	0.482 s
0.811	0.573%	R	tpch	arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R	0.381 s	0.379 s
0.623	0.033%	R	tpch	arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R	1.575 s	1.575 s
0.824	-0.036%	R	tpch	arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R	1.093 s	1.093 s
0.586	0.462%	R	tpch	arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R	0.226 s	0.225 s
0.719	-0.009%	R	tpch	arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R	0.312 s	0.312 s
-1.377	-0.220%	R	tpch	arrow, native, memory_map=False, TPCH-21, scale_factor=1, R	2.610 s	2.616 s
0.082	-0.443%	R	tpch	arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R	0.576 s	0.578 s
0.391	-0.081%	R	tpch	arrow, native, memory_map=False, TPCH-22, scale_factor=1, R	0.153 s	0.153 s
-0.655	-0.702%	R	tpch	arrow, native, memory_map=False, TPCH-22, scale_factor=10, R	0.319 s	0.321 s
-0.094	-0.302%	R	tpch	arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R	14.756 s	14.800 s
0.456	0.068%	R	tpch	arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R	0.296 s	0.296 s
0.166	0.176%	R	tpch	arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R	8.168 s	8.154 s
0.632	0.097%	R	tpch	arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R	0.132 s	0.132 s
0.498	-0.045%	R	tpch	arrow, native, memory_map=False, TPCH-20, scale_factor=10, R	0.774 s	0.775 s
0.668	-0.396%	R	tpch	arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R	0.178 s	0.178 s
0.096	-0.749%	R	tpch	arrow, native, memory_map=False, TPCH-20, scale_factor=1, R	0.231 s	0.233 s
-1.585	-0.410%	R	tpch	arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R	0.189 s	0.190 s
-0.224	-0.253%	R	tpch	arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R	0.136 s	0.136 s
-0.067	0.128%	R	tpch	arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R	0.265 s	0.265 s
0.144	0.083%	R	tpch	arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R	3.173 s	3.170 s
0.356	0.929%	R	tpch	arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R	0.169 s	0.168 s

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