from federatedscope.vertical_fl.tree_based_models.worker import \ wrap_client_for_train, wrap_server_for_train, \ wrap_client_for_evaluation, wrap_server_for_evaluation from federatedscope.vertical_fl.tree_based_models.worker.he_evaluation_wrapper\ import wrap_client_for_he_evaluation def wrap_vertical_server(server, config): if config.vertical.algo in ['xgb', 'gbdt', 'rf']: server = wrap_server_for_train(server) server = wrap_server_for_evaluation(server) return server def wrap_vertical_client(client, config): if config.vertical.algo in ['xgb', 'gbdt', 'rf']: if config.vertical.eval_protection == 'he': client = wrap_client_for_he_evaluation(client) else: client = wrap_client_for_evaluation(client) client = wrap_client_for_train(client) return client