from __future__ import annotations from typing import Any, Dict class DeltaStore: def __init__(self) -> None: self.last_full_state: Dict[str, Any] = {} def compute_delta(self, current_state: Dict[str, Any], previous_state: Dict[str, Any]) -> Dict[str, Any]: delta: Dict[str, Any] = {} # naive shallow diff keys = set(current_state.keys()) | set(previous_state.keys()) for k in keys: cur = current_state.get(k) prev = previous_state.get(k) if cur != prev: delta[k] = cur return delta def apply_delta(self, state: Dict[str, Any], delta: Dict[str, Any]) -> Dict[str, Any]: new_state = dict(state) for k, v in delta.items(): new_state[k] = v return new_state