from __future__ import annotations from collections import OrderedDict from typing import Generic, TypeVar K = TypeVar("K") V = TypeVar("V") class LRUCache(Generic[K, V]): def __init__(self, capacity: int) -> None: if capacity <= 0: raise ValueError("capacity must be greater than zero") self.capacity = capacity self._items: OrderedDict[K, V] = OrderedDict() def get(self, key: K, default: V | None = None) -> V | None: if key not in self._items: return default # Reads count as use, so move the key to the most-recent position. self._items.move_to_end(key) 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 # The leftmost item is the least recently used. if len(self._items) > self.capacity: self._items.popitem(last=False) def __len__(self) -> int: return len(self._items) def __contains__(self, key: object) -> bool: return key in self._items def _test_eviction_order() -> None: cache: LRUCache[str, int] = LRUCache(capacity=2) cache.put("a", 1) cache.put("b", 2) cache.put("c", 3) assert cache.get("a") is None assert cache.get("b") == 2 assert cache.get("c") == 3 assert len(cache) == 2 def _test_get_refreshes_key() -> None: cache: LRUCache[str, int] = LRUCache(capacity=2) cache.put("a", 1) cache.put("b", 2) assert cache.get("a") == 1 cache.put("c", 3) assert cache.get("a") == 1 assert cache.get("b") is None assert cache.get("c") == 3 if __name__ == "__main__": _test_eviction_order() _test_get_refreshes_key() print("All tests passed.")