Source code for pycif.plugins.models.dummy.perturb_model

import copy




def perturb_model(self, nsamples, transf_mapper):

    # Perturb active species in the chemical scheme
    list_acspecies = copy.deepcopy(self.chemistry.acspecies.attributes[:])
    for spec in list_acspecies:
        for i in range(nsamples):
            spec_sample = "{}__sample#{:03d}".format(spec, i)
            spec_plg = getattr(self.chemistry.acspecies, spec)
            setattr(self.chemistry.acspecies, spec_sample, spec_plg)
            self.chemistry.acspecies.attributes.append(spec_sample)

        delattr(self.chemistry.acspecies, spec)
        self.chemistry.acspecies.attributes.remove(spec)