"""
# Copyright (c) 2025  PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License"
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""

from abc import ABC, abstractmethod
from typing import Any, List, Optional

import paddle

from fastdeploy.utils import get_logger

logger = get_logger("cache_storage", "cache_storage.log")


class KVCacheStorage(ABC):
    """
    KVCacheStorage is a class that provides a generic key-value interface for storing and retrieving KV cache.
    """

    @abstractmethod
    def get(
        self,
        key: str,
        target_location: Optional[Any] = None,
        target_size: Optional[Any] = None,
    ) -> paddle.Tensor | None:
        """
        Retrieve the value associated with the given key.
        Returns None if the key does not exist.
        """
        pass

    @abstractmethod
    def batch_get(
        self,
        keys: List[str],
        target_locations: Optional[Any] = None,
        target_sizes: Optional[Any] = None,
    ) -> List[paddle.Tensor | None]:
        """
        Retrieve values for multiple keys.
        Returns a list of tensors or None for each key.
        """
        pass

    @abstractmethod
    def set(
        self,
        key: str,
        target_location: Optional[Any] = None,
        target_size: Optional[Any] = None,
    ) -> bool:
        """
        Store the value associated with the given key.
        Returns True if the operation was successful, False otherwise.
        """
        pass

    @abstractmethod
    def batch_set(
        self,
        keys: List[str],
        target_locations: Optional[Any] = None,
        target_sizes: Optional[Any] = None,
    ) -> bool:
        """
        Store multiple key-value pairs.
        Returns True if all operations were successful, False otherwise.
        """
        pass

    @abstractmethod
    def exists(self, keys: List[str]) -> bool:
        """
        Check if the key exists in the storage.
        Returns True if the key exists, False otherwise.
        """
        pass

    @abstractmethod
    def clear(self) -> bool:
        """
        Clear all keys in storage
        """
        pass