from typing import Dict, List, Tuple import json class UnifiedIdMapper: def __init__(self, nodes: Dict[int, str], edges: Dict[int, str]) -> None: # since all key in JSON are str, convert them to int nodes = {int(k): v for k, v in nodes.items()} edges = {int(k): v for k, v in edges.items()} self.nodes = nodes self.edges = edges node_mapping = {old_id: new_id for new_id, old_id in enumerate(sorted(self.nodes.keys()))} edge_mapping = {old_id: new_id for new_id, old_id in enumerate(sorted(edges.keys()))} shift = len(nodes) self.old_to_new: Dict[int, Tuple[int, bool]] = { **{old_id: (new_id, False) for old_id, new_id in node_mapping.items()}, **{old_id: (new_id + shift, True) for old_id, new_id in edge_mapping.items()}, } # reverse mapping: new_id -> (old_id, is_edge) self.new_to_old: Dict[int, Tuple[int, bool]] = { new_id: (old_id, is_edge) for old_id, (new_id, is_edge) in self.old_to_new.items() } # Label maps self.old_id_to_label: Dict[int, str] = {**nodes, **edges} self.new_id_to_label: Dict[int, str] = { new_id: self.old_id_to_label[old_id] for old_id, (new_id, _) in self.old_to_new.items() } self.label_to_old_ids: Dict[str, List[Tuple[int, bool]]] = {} self.label_to_new_ids: Dict[str, List[Tuple[int, bool]]] = {} for old_id, (new_id, is_edge) in self.old_to_new.items(): label = self.old_id_to_label.get(old_id) if label is None: continue self.label_to_old_ids.setdefault(label, []).append((old_id, is_edge)) self.label_to_new_ids.setdefault(label, []).append((new_id, is_edge)) @classmethod def from_file(cls, mapper_path: str): with open(mapper_path, "r") as f: data = json.load(f) return cls(data['nodes'], data['edges']) def map_old_id(self, old_id: int) -> Tuple[int, bool]: return self.old_to_new[old_id] def map_new_id(self, new_id: int) -> Tuple[int, bool]: return self.new_to_old[new_id] def label_from_old_id(self, old_id: int) -> str: return self.old_id_to_label[old_id] def label_from_new_id(self, new_id: int) -> str: return self.new_id_to_label[new_id] def old_ids_from_label(self, label: str) -> List[Tuple[int, bool]]: return self.label_to_old_ids.get(label, []) def new_ids_from_label(self, label: str) -> List[Tuple[int, bool]]: return self.label_to_new_ids.get(label, [])