def report_results(self, configuration, results_dir):
"""Report on the results of a run of the optimisation"""
optimisation = configuration.optimisation
configuration.report_on_best_params(self.best_citizen.dictionary)
print("After: " + str(configuration.num_generations) + " generations:")
if not results_dir:
params_dir = os.path.dirname(optimisation.params_file)
results_dir = os.path.join(params_dir, "results")
results_dir = utils.get_new_directory(results_dir)
best_parameters_fname = os.path.join(results_dir, "best_params")
best_parameters_file = open(best_parameters_fname, "w")
for param in optimisation.parameters:
value = self.best_citizen.dictionary[param.name]
line = param.name + ": " + str(value)
print (line)
best_parameters_file.write(line)
best_parameters_file.write("\n")
best_parameters_file.close()
best_cost_fname = os.path.join(results_dir, "best_cost")
best_cost_file = open(best_cost_fname, "w")
best_cost_file.write(str(self.best_cost))
best_cost_file.close()
self.print_best_citizen_results(results_dir)
def bundle_result(self, configuration, results_directory):
"""A simple function to bundle the results into the results
directory."""
if not results_directory:
results_directory = utils.get_new_directory("results")
shutil.copy2(self.results_file, results_directory)
optimisation = configuration.optimisation
shutil.copy2(optimisation.params_file, results_directory)
# These are untested since I updated optimisation to hold
# multiple model_datas rather than a single model file and
# gold standard file.
for model_data in optimisation.model_datas:
shutil.copy2(model_data.model_file, results_directory)
shutil.copy2(model_data.gold_standard_file, results_directory)
print ("Find the results in: " + results_directory)
