examples.dogpile_caching.local_session_caching
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2023-12-01
"""This example creates a new dogpile.cache backend that will persist data in a dictionary which is local to the current session. remove() the session and the cache is gone. Create a new Dogpile cache backend that will store cached data local to the current Session. This is an advanced example which assumes familiarity with the basic operation of CachingQuery. """ from dogpile.cache.api import CacheBackend from dogpile.cache.api import NO_VALUE from dogpile.cache.region import register_backend from examples.dogpile_caching import environment class ScopedSessionBackend(CacheBackend): """A dogpile backend which will cache objects locally on the current session. When used with the query_cache system, the effect is that the objects in the cache are the same as that within the session - the merge() is a formality that doesn't actually create a second instance. This makes it safe to use for updates of data from an identity perspective (still not ideal for deletes though). When the session is removed, the cache is gone too, so the cache is automatically disposed upon session.remove(). """ def __init__(self, arguments): self.scoped_session = arguments["scoped_session"] def get(self, key): return self._cache_dictionary.get(key, NO_VALUE) def set(self, key, value): self._cache_dictionary[key] = value def delete(self, key): self._cache_dictionary.pop(key, None) @property def _cache_dictionary(self): """Return the cache dictionary linked to the current Session.""" sess = self.scoped_session() try: cache_dict = sess._cache_dictionary except AttributeError: sess._cache_dictionary = cache_dict = {} return cache_dict register_backend("sqlalchemy.session", __name__, "ScopedSessionBackend") if __name__ == "__main__": from .environment import Session, regions from .caching_query import FromCache from dogpile.cache import make_region # set up a region based on the ScopedSessionBackend, # pointing to the scoped_session declared in the example # environment. regions["local_session"] = make_region().configure( "sqlalchemy.session", arguments={"scoped_session": Session} ) from .model import Person # query to load Person by name, with criterion # of "person 10" q = ( Session.query(Person) .filter(Person.name == "person 10") .options(FromCache("local_session")) ) # load from DB person10 = q.one() # next call, the query is cached. person10 = q.one() # clear out the Session. The "_cache_dictionary" dictionary # disappears with it. Session.remove() # query calls from DB again person10 = q.one() # identity is preserved - person10 is the *same* object that's # ultimately inside the cache. So it is safe to manipulate # the not-queried-for attributes of objects when using such a # cache without the need to invalidate - however, any change # that would change the results of a cached query, such as # inserts, deletes, or modification to attributes that are # part of query criterion, still require careful invalidation. cache_key = FromCache("local_session")._generate_cache_key( q._statement_20(), {}, environment.cache ) assert person10 is regions["local_session"].get(cache_key)().scalar()