import logging from typing import Any, Dict, List logger = logging.getLogger("desktopenv.agent") def agent_action(func): func.is_agent_action = True return func class ACI: def __init__(self, top_app_only: bool = True, ocr: bool = False): self.top_app_only = top_app_only self.ocr = ocr self.index_out_of_range_flag = False self.notes: List[str] = [] self.clipboard = "" self.nodes: List[Any] = [] def get_active_apps(self, obs: Dict) -> List[str]: pass def get_top_app(self): pass def preserve_nodes(self, tree: Any, exclude_roles: set = None) -> List[Dict]: pass def linearize_and_annotate_tree( self, obs: Dict, show_all_elements: bool = False ) -> str: pass def find_element(self, element_id: int) -> Dict: pass