blob: 7695b8f3500b7dcc1c1ff81eda1ea2e958e2d0f8 [file] [log] [blame]
"""Classes and functions for cache persistence. See :ref:`backends` for general usage info."""
# flake8: noqa: F401
from logging import getLogger
from typing import Callable, Dict, Iterable, Optional, Type, Union
from .._utils import get_placeholder_class, get_valid_kwargs
from .base import BaseCache, BaseStorage, DictStorage
# Backend-specific keyword arguments equivalent to 'cache_name'
CACHE_NAME_KWARGS = ['db_path', 'db_name', 'namespace', 'table_name']
BackendSpecifier = Union[str, BaseCache]
logger = getLogger(__name__)
# Import all backend classes for which dependencies are installed
try:
from .dynamodb import DynamoDbCache, DynamoDbDict, DynamoDbDocumentDict
except ImportError as e:
DynamoDbCache = DynamoDbDict = DynamoDbDocumentDict = get_placeholder_class(e) # type: ignore
try:
from .gridfs import GridFSCache, GridFSPickleDict
except ImportError as e:
GridFSCache = GridFSPickleDict = get_placeholder_class(e) # type: ignore
try:
from .mongodb import MongoCache, MongoDict, MongoDocumentDict
except ImportError as e:
MongoCache = MongoDict = MongoDocumentDict = get_placeholder_class(e) # type: ignore
try:
from .redis import RedisCache, RedisDict, RedisHashDict
except ImportError as e:
RedisCache = RedisDict = RedisHashDict = get_placeholder_class(e) # type: ignore
try:
# Note: Heroku doesn't support SQLite due to ephemeral storage
from .sqlite import SQLiteCache, SQLiteDict, SQLitePickleDict
except ImportError as e:
SQLiteCache = SQLiteDict = SQLitePickleDict = get_placeholder_class(e) # type: ignore
try:
from .filesystem import FileCache, FileDict
except ImportError as e:
FileCache = FileDict = get_placeholder_class(e) # type: ignore
# Aliases for backwards-compatibility
DbCache = SQLiteCache
DbDict = SQLiteDict
DbPickleDict = SQLitePickleDict
BACKEND_CLASSES = {
'dynamodb': DynamoDbCache,
'filesystem': FileCache,
'gridfs': GridFSCache,
'memory': BaseCache,
'mongodb': MongoCache,
'redis': RedisCache,
'sqlite': SQLiteCache,
}
def init_backend(cache_name: str, backend: BackendSpecifier = None, **kwargs) -> BaseCache:
"""Initialize a backend from a name, class, or instance"""
logger.debug(f'Initializing backend: {backend} {cache_name}')
# The 'cache_name' arg has a different purpose depending on the backend. If an equivalent
# backend-specific keyword arg is specified, handle that here to avoid conflicts with the
# 'cache_name' positional-or-keyword arg. In hindsight, a consistent positional-only or
# keyword-only arg would have been better, but probably not worth a breaking change.
cache_name_kwargs = [kwargs.pop(k) for k in CACHE_NAME_KWARGS if k in kwargs]
cache_name = cache_name or cache_name_kwargs[0]
# Already a backend instance
if isinstance(backend, BaseCache):
if cache_name:
backend.cache_name = cache_name
return backend
# If no backend is specified, use SQLite as default, unless the environment doesn't support it
# TODO: Deprecate fallback to memory?
# Unsupported SQLite is a rare case, and should probably be handled by the user instead.
elif not backend:
sqlite_supported = issubclass(BACKEND_CLASSES['sqlite'], BaseCache)
backend = 'sqlite' if sqlite_supported else 'memory'
# Get backend class by name
backend = str(backend).lower()
if backend not in BACKEND_CLASSES:
raise ValueError(
f'Invalid backend: {backend}. Provide a backend instance, or choose from one of the '
f'following aliases: {list(BACKEND_CLASSES.keys())}'
)
return BACKEND_CLASSES[backend](cache_name, **kwargs)