def _save(self, path): """Save the ErrorAnalysisManager to the given path. :param path: The directory path to save the ErrorAnalysisManager to. :type path: str """ top_dir = Path(path) top_dir.mkdir(parents=True, exist_ok=True) if len(self._ea_config_list) != len(self._ea_report_list): raise ConfigAndResultMismatchException( "The number of error analysis configs {0} doesn't match the " "number of results {1}".format(len(self._ea_config_list), len(self._ea_report_list))) for index in range(0, len(self._ea_report_list)): # save the configs directory_manager = DirectoryManager(parent_directory_path=path) config_path = (directory_manager.create_config_directory() / 'config.json') ea_config = self._ea_config_list[index] with open(config_path, 'w') as file: json.dump(ea_config, file, default=config_json_converter) # save the reports report_path = (directory_manager.create_data_directory() / 'report.json') ea_report = self._ea_report_list[index] with open(report_path, 'w') as file: json.dump(ea_report, file, default=report_json_converter)
def _save(self, path): """ Save the DataBalanceManager to the given path. :param path: The directory path to save the DataBalanceManager to. :type path: str """ top_dir = Path(path) top_dir.mkdir(parents=True, exist_ok=True) # If manager is not added to RAIInsights, don't save any of its configs if not self._is_added: return dir_manager = DirectoryManager(parent_directory_path=path) config_dir = dir_manager.create_config_directory() manager_path = config_dir / MANAGER_JSON with open(manager_path, "w") as f: json.dump(self.list(), f) # if measures have been computed, save the computed measures if self._data_balance_measures: measures_path = config_dir / MEASURES_JSON with open(measures_path, "w") as f: json.dump(self._data_balance_measures, f) data_path = dir_manager.create_data_directory() / DATA_JSON self._df.to_json(data_path, orient="split")
def _save(self, path): """Save the CounterfactualManager to the given path. :param path: The directory path to save the CounterfactualManager to. :type path: str """ counterfactual_dir = Path(path) counterfactual_dir.mkdir(parents=True, exist_ok=True) for counterfactual_config in self._counterfactual_config_list: directory_manager = DirectoryManager(parent_directory_path=path) counterfactual_config.save_config( directory_manager.create_config_directory()) counterfactual_config.save_result( directory_manager.create_data_directory()) counterfactual_config.save_explainer( directory_manager.create_generators_directory())