from collections import OrderedDict from typing import Generic, Optional, TypeVar K = TypeVar("K") V = TypeVar("V") class LRUCache(Generic[K, V]): """Fixed-capacity least-recently-used cache.""" def __init__(self, capacity: int) -> None: if capacity <= 0: raise ValueError("capacity must be positive") self.capacity = capacity self._items: OrderedDict[K, V] = OrderedDict() def get(self, key: K) -> Optional[V]: if key not in self._items: return None self._items.move_to_end(key) # Mark as recently used. return self._items[key] def put(self, key: K, value: V) -> None: if key in self._items: self._items.move_to_end(key) self._items[key] = value if len(self._items) > self.capacity: self._items.popitem(last=False) # Evict least recently used. def __len__(self) -> int: return len(self._items) def main() -> None: cache: LRUCache[str, int] = LRUCache(2) cache.put("a", 1) cache.put("b", 2) assert cache.get("a") == 1 cache.put("c", 3) assert cache.get("b") is None # "b" was least recently used. assert cache.get("c") == 3 assert len(cache) == 2 cache.put("a", 10) assert cache.get("a") == 10 if __name__ == "__main__": main()