import os from collections import OrderedDict from collections.abc import Callable from typing import Any, AnyStr from core.tools.utils.yaml_utils import load_yaml_file def get_position_map( folder_path: AnyStr, 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_name = os.path.join(folder_path, file_name) positions = load_yaml_file(position_file_name, ignore_error=True) position_map = {} index = 0 for _, name in enumerate(positions): if name and isinstance(name, str): position_map[name.strip()] = index index += 1 return position_map 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])