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from models import MultiModel, MetaModel
from util import SimulationConfig, parse_configuration
from argparse import ArgumentParser, Namespace
def arg_parser() -> Namespace:
parser = ArgumentParser(prog="m3sa", description="Multi-Model Simulation and Analysis")
parser.add_argument("config", help="Path to the JSON configuration file", type=str)
parser.add_argument("simulation", help="Path to the simulation directory", type=str)
parser.add_argument("-o", "--output", help="Path to the output directory", type=str, nargs="?")
return parser.parse_args()
def main():
arg_input: Namespace = arg_parser()
output_path: str = arg_input.output if arg_input.output else "output"
simulation_path: str = arg_input.simulation
simulation_config: SimulationConfig = parse_configuration(arg_input.config, output_path, simulation_path)
multi_model: MultiModel = MultiModel(config=simulation_config)
multi_model.generate_plot()
if simulation_config.is_metamodel:
meta_model: MetaModel = MetaModel(multi_model)
meta_model.compute()
meta_model.output()
if __name__ == "__main__":
main()
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