except KeyError:
ema_logging.warning("key 'file' not found in policy")
super(FluModel, self).model_init(policy, kwargs)
if __name__ == "__main__":
ema_logging.log_to_stderr(ema_logging.INFO)
model = FluModel(r'./models/flu', "flucase")
ensemble = ModelEnsemble()
ensemble.model_structure = model
#add policies
policies = [{'name': 'no policy',
'file': r'\FLUvensimV1basecase.vpm'},
{'name': 'static policy',
'file': r'\FLUvensimV1static.vpm'},
{'name': 'adaptive policy',
'file': r'\FLUvensimV1dynamic.vpm'}
]
ensemble.policies = policies
#turn on parallel processing
ensemble.parallel = True
# run 1000 experiments
nr_runs = 1000
results = ensemble.perform_experiments(nr_runs)
# save the results
# save_results(results, r'./data/{} flu cases.tar.gz'.format(nr_runs))
