litellm-mirror/litellm/caching/base_cache.py
Krish Dholakia 9b7ebb6a7d
build(pyproject.toml): add new dev dependencies - for type checking (#9631)
* build(pyproject.toml): add new dev dependencies - for type checking

* build: reformat files to fit black

* ci: reformat to fit black

* ci(test-litellm.yml): make tests run clear

* build(pyproject.toml): add ruff

* fix: fix ruff checks

* build(mypy/): fix mypy linting errors

* fix(hashicorp_secret_manager.py): fix passing cert for tls auth

* build(mypy/): resolve all mypy errors

* test: update test

* fix: fix black formatting

* build(pre-commit-config.yaml): use poetry run black

* fix(proxy_server.py): fix linting error

* fix: fix ruff safe representation error
2025-03-29 11:02:13 -07:00

55 lines
1.4 KiB
Python

"""
Base Cache implementation. All cache implementations should inherit from this class.
Has 4 methods:
- set_cache
- get_cache
- async_set_cache
- async_get_cache
"""
from abc import ABC, abstractmethod
from typing import TYPE_CHECKING, Any, Optional, Union
if TYPE_CHECKING:
from opentelemetry.trace import Span as _Span
Span = Union[_Span, Any]
else:
Span = Any
class BaseCache(ABC):
def __init__(self, default_ttl: int = 60):
self.default_ttl = default_ttl
def get_ttl(self, **kwargs) -> Optional[int]:
kwargs_ttl: Optional[int] = kwargs.get("ttl")
if kwargs_ttl is not None:
try:
return int(kwargs_ttl)
except ValueError:
return self.default_ttl
return self.default_ttl
def set_cache(self, key, value, **kwargs):
raise NotImplementedError
async def async_set_cache(self, key, value, **kwargs):
raise NotImplementedError
@abstractmethod
async def async_set_cache_pipeline(self, cache_list, **kwargs):
pass
def get_cache(self, key, **kwargs):
raise NotImplementedError
async def async_get_cache(self, key, **kwargs):
raise NotImplementedError
async def batch_cache_write(self, key, value, **kwargs):
raise NotImplementedError
async def disconnect(self):
raise NotImplementedError