from typing import Dict, Any from queue import Queue def is_done(query): return query is None or len(query) == 0 or query == '/' def is_wildcard(query): return query == '*' def is_int(query): return query.isdigit() class Singleton(type): _instances = {} def __call__(cls, *args, **kwargs): if cls not in cls._instances: cls._instances[cls] = super(Singleton, cls).__call__(*args, **kwargs) return cls._instances[cls] def flatten_dict(d: Dict[str, Any], parent_key: str = "", sep: str = "_") -> Dict[str, Any]: items = [] for k, v in d.items(): new_key = parent_key + sep + k if parent_key else k if isinstance(v, dict): items.extend(flatten_dict(v, new_key, sep=sep).items()) else: items.append((new_key, v)) return dict(items) def dict_query(dic, query_path): results = [] tasks = Queue() tasks.put((dic, query_path, '')) while not tasks.empty(): d, q, p = tasks.get() if is_done(q): results.append(d) else: parts = q.split('/', maxsplit=1) current = parts[0] nexts = parts[1] if len(parts) > 1 else None if is_wildcard(current): assert isinstance(d, list), f'cannot query wildcard "*" on non-list object: {d} (in path: {p})' for item in d: tasks.put((item, nexts, p + f'/{item}')) elif is_int(current): assert isinstance(d, list), f'cannot query integer "{current}" on non-list object: {d} (in path: {p})' tasks.put((d[int(current)], nexts, p + f'/{current}')) elif not isinstance(d, dict): raise ValueError(f'cannot query "{current}" on non-dict object: {d} (in path: {p})') else: if current not in d: raise ValueError(f'"{current}" not in dict object: {d} (in path: {p})') tasks.put((d[current], nexts, p + f'/{current}')) if len(results) == 0: raise ValueError(f'query "{query_path}" did not match any item in dict: {dic}') return results if len(results) > 1 else results[0]