import os from collections import OrderedDict from collections.abc import Callable from typing import Any from core.tools.utils.yaml_utils import load_yaml_file def get_position_map(folder_path: str, *, file_name: str = "_position.yaml") -> dict[str, int]: """ Get the mapping from name to index from a YAML file :param folder_path: :param file_name: the YAML file name, default to '_position.yaml' :return: a dict with name as key and index as value """ position_file_path = os.path.join(folder_path, file_name) yaml_content = load_yaml_file(file_path=position_file_path, default_value=[]) positions = [item.strip() for item in yaml_content if item and isinstance(item, str) and item.strip()] return {name: index for index, name in enumerate(positions)} def sort_by_position_map( position_map: dict[str, int], data: list[Any], name_func: Callable[[Any], str], ) -> list[Any]: """ Sort the objects by the position map. If the name of the object is not in the position map, it will be put at the end. :param position_map: the map holding positions in the form of {name: index} :param name_func: the function to get the name of the object :param data: the data to be sorted :return: the sorted objects """ if not position_map or not data: return data return sorted(data, key=lambda x: position_map.get(name_func(x), float('inf'))) def sort_to_dict_by_position_map( position_map: dict[str, int], data: list[Any], name_func: Callable[[Any], str], ) -> OrderedDict[str, Any]: """ Sort the objects into a ordered dict by the position map. If the name of the object is not in the position map, it will be put at the end. :param position_map: the map holding positions in the form of {name: index} :param name_func: the function to get the name of the object :param data: the data to be sorted :return: an OrderedDict with the sorted pairs of name and object """ sorted_items = sort_by_position_map(position_map, data, name_func) return OrderedDict([(name_func(item), item) for item in sorted_items])