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616 lines
21 KiB
616 lines
21 KiB
5 months ago
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"""This package contains the "front end" classes and functions
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for Beaker caching.
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Included are the :class:`.Cache` and :class:`.CacheManager` classes,
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as well as the function decorators :func:`.region_decorate`,
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:func:`.region_invalidate`.
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"""
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import warnings
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from itertools import chain
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from beaker._compat import u_, unicode_text, func_signature, bindfuncargs
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import beaker.container as container
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import beaker.util as util
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from beaker.crypto.util import sha1
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from beaker.exceptions import BeakerException, InvalidCacheBackendError
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from beaker.synchronization import _threading
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import beaker.ext.memcached as memcached
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import beaker.ext.database as database
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import beaker.ext.sqla as sqla
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import beaker.ext.google as google
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import beaker.ext.mongodb as mongodb
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import beaker.ext.redisnm as redisnm
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from functools import wraps
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# Initialize the cache region dict
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cache_regions = {}
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"""Dictionary of 'region' arguments.
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A "region" is a string name that refers to a series of cache
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configuration arguments. An application may have multiple
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"regions" - one which stores things in a memory cache, one
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which writes data to files, etc.
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The dictionary stores string key names mapped to dictionaries
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of configuration arguments. Example::
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from beaker.cache import cache_regions
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cache_regions.update({
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'short_term':{
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'expire':60,
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'type':'memory'
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},
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'long_term':{
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'expire':1800,
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'type':'dbm',
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'data_dir':'/tmp',
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}
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})
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"""
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cache_managers = {}
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class _backends(object):
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initialized = False
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def __init__(self, clsmap):
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self._clsmap = clsmap
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self._mutex = _threading.Lock()
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def __getitem__(self, key):
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try:
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return self._clsmap[key]
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except KeyError as e:
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if not self.initialized:
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self._mutex.acquire()
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try:
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if not self.initialized:
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self._init()
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self.initialized = True
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return self._clsmap[key]
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finally:
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self._mutex.release()
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raise e
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def _init(self):
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try:
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import pkg_resources
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# Load up the additional entry point defined backends
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for entry_point in pkg_resources.iter_entry_points('beaker.backends'):
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try:
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namespace_manager = entry_point.load()
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name = entry_point.name
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if name in self._clsmap:
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raise BeakerException("NamespaceManager name conflict,'%s' "
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"already loaded" % name)
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self._clsmap[name] = namespace_manager
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except (InvalidCacheBackendError, SyntaxError):
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# Ignore invalid backends
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pass
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except:
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import sys
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from pkg_resources import DistributionNotFound
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# Warn when there's a problem loading a NamespaceManager
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if not isinstance(sys.exc_info()[1], DistributionNotFound):
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import traceback
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try:
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from StringIO import StringIO # Python2
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except ImportError:
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from io import StringIO # Python3
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tb = StringIO()
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traceback.print_exc(file=tb)
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warnings.warn(
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"Unable to load NamespaceManager "
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"entry point: '%s': %s" % (
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entry_point,
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tb.getvalue()),
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RuntimeWarning, 2)
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except ImportError:
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pass
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# Initialize the basic available backends
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clsmap = _backends({
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'memory': container.MemoryNamespaceManager,
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'dbm': container.DBMNamespaceManager,
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'file': container.FileNamespaceManager,
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'ext:memcached': memcached.MemcachedNamespaceManager,
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'ext:database': database.DatabaseNamespaceManager,
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'ext:sqla': sqla.SqlaNamespaceManager,
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'ext:google': google.GoogleNamespaceManager,
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'ext:mongodb': mongodb.MongoNamespaceManager,
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'ext:redis': redisnm.RedisNamespaceManager
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})
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def cache_region(region, *args):
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"""Decorate a function such that its return result is cached,
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using a "region" to indicate the cache arguments.
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Example::
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from beaker.cache import cache_regions, cache_region
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# configure regions
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cache_regions.update({
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'short_term':{
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'expire':60,
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'type':'memory'
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}
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})
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@cache_region('short_term', 'load_things')
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def load(search_term, limit, offset):
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'''Load from a database given a search term, limit, offset.'''
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return database.query(search_term)[offset:offset + limit]
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The decorator can also be used with object methods. The ``self``
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argument is not part of the cache key. This is based on the
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actual string name ``self`` being in the first argument
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position (new in 1.6)::
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class MyThing(object):
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@cache_region('short_term', 'load_things')
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def load(self, search_term, limit, offset):
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'''Load from a database given a search term, limit, offset.'''
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return database.query(search_term)[offset:offset + limit]
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Classmethods work as well - use ``cls`` as the name of the class argument,
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and place the decorator around the function underneath ``@classmethod``
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(new in 1.6)::
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class MyThing(object):
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@classmethod
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@cache_region('short_term', 'load_things')
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def load(cls, search_term, limit, offset):
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'''Load from a database given a search term, limit, offset.'''
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return database.query(search_term)[offset:offset + limit]
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:param region: String name of the region corresponding to the desired
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caching arguments, established in :attr:`.cache_regions`.
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:param *args: Optional ``str()``-compatible arguments which will uniquely
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identify the key used by this decorated function, in addition
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to the positional arguments passed to the function itself at call time.
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This is recommended as it is needed to distinguish between any two functions
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or methods that have the same name (regardless of parent class or not).
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.. note::
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The function being decorated must only be called with
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positional arguments, and the arguments must support
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being stringified with ``str()``. The concatenation
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of the ``str()`` version of each argument, combined
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with that of the ``*args`` sent to the decorator,
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forms the unique cache key.
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.. note::
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When a method on a class is decorated, the ``self`` or ``cls``
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argument in the first position is
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not included in the "key" used for caching. New in 1.6.
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"""
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return _cache_decorate(args, None, None, region)
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def region_invalidate(namespace, region, *args):
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"""Invalidate a cache region corresponding to a function
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decorated with :func:`.cache_region`.
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:param namespace: The namespace of the cache to invalidate. This is typically
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a reference to the original function (as returned by the :func:`.cache_region`
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decorator), where the :func:`.cache_region` decorator applies a "memo" to
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the function in order to locate the string name of the namespace.
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:param region: String name of the region used with the decorator. This can be
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``None`` in the usual case that the decorated function itself is passed,
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not the string name of the namespace.
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:param args: Stringifyable arguments that are used to locate the correct
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key. This consists of the ``*args`` sent to the :func:`.cache_region`
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decorator itself, plus the ``*args`` sent to the function itself
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at runtime.
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Example::
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from beaker.cache import cache_regions, cache_region, region_invalidate
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# configure regions
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cache_regions.update({
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'short_term':{
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'expire':60,
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'type':'memory'
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}
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})
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@cache_region('short_term', 'load_data')
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def load(search_term, limit, offset):
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'''Load from a database given a search term, limit, offset.'''
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return database.query(search_term)[offset:offset + limit]
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def invalidate_search(search_term, limit, offset):
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'''Invalidate the cached storage for a given search term, limit, offset.'''
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region_invalidate(load, 'short_term', 'load_data', search_term, limit, offset)
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Note that when a method on a class is decorated, the first argument ``cls``
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or ``self`` is not included in the cache key. This means you don't send
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it to :func:`.region_invalidate`::
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class MyThing(object):
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@cache_region('short_term', 'some_data')
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def load(self, search_term, limit, offset):
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'''Load from a database given a search term, limit, offset.'''
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return database.query(search_term)[offset:offset + limit]
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def invalidate_search(self, search_term, limit, offset):
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'''Invalidate the cached storage for a given search term, limit, offset.'''
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region_invalidate(self.load, 'short_term', 'some_data', search_term, limit, offset)
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"""
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if callable(namespace):
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if not region:
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region = namespace._arg_region
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namespace = namespace._arg_namespace
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if not region:
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raise BeakerException("Region or callable function "
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"namespace is required")
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else:
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region = cache_regions[region]
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cache = Cache._get_cache(namespace, region)
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_cache_decorator_invalidate(cache,
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region.get('key_length', util.DEFAULT_CACHE_KEY_LENGTH),
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args)
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class Cache(object):
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"""Front-end to the containment API implementing a data cache.
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:param namespace: the namespace of this Cache
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:param type: type of cache to use
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:param expire: seconds to keep cached data
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:param expiretime: seconds to keep cached data (legacy support)
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:param starttime: time when cache was cache was
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"""
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def __init__(self, namespace, type='memory', expiretime=None,
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starttime=None, expire=None, **nsargs):
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try:
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cls = clsmap[type]
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if isinstance(cls, InvalidCacheBackendError):
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raise cls
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except KeyError:
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raise TypeError("Unknown cache implementation %r" % type)
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if expire is not None:
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expire = int(expire)
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self.namespace_name = namespace
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self.namespace = cls(namespace, **nsargs)
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self.expiretime = expiretime or expire
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self.starttime = starttime
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self.nsargs = nsargs
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@classmethod
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def _get_cache(cls, namespace, kw):
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key = namespace + str(kw)
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try:
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return cache_managers[key]
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except KeyError:
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cache_managers[key] = cache = cls(namespace, **kw)
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return cache
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def put(self, key, value, **kw):
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self._get_value(key, **kw).set_value(value)
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set_value = put
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def get(self, key, **kw):
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"""Retrieve a cached value from the container"""
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return self._get_value(key, **kw).get_value()
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get_value = get
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def remove_value(self, key, **kw):
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mycontainer = self._get_value(key, **kw)
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mycontainer.clear_value()
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remove = remove_value
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def _get_value(self, key, **kw):
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if isinstance(key, unicode_text):
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key = key.encode('ascii', 'backslashreplace')
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if 'type' in kw:
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return self._legacy_get_value(key, **kw)
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kw.setdefault('expiretime', self.expiretime)
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kw.setdefault('starttime', self.starttime)
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return container.Value(key, self.namespace, **kw)
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@util.deprecated("Specifying a "
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"'type' and other namespace configuration with cache.get()/put()/etc. "
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"is deprecated. Specify 'type' and other namespace configuration to "
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"cache_manager.get_cache() and/or the Cache constructor instead.")
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def _legacy_get_value(self, key, type, **kw):
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expiretime = kw.pop('expiretime', self.expiretime)
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starttime = kw.pop('starttime', None)
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createfunc = kw.pop('createfunc', None)
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kwargs = self.nsargs.copy()
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kwargs.update(kw)
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c = Cache(self.namespace.namespace, type=type, **kwargs)
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return c._get_value(key, expiretime=expiretime, createfunc=createfunc,
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starttime=starttime)
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def clear(self):
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"""Clear all the values from the namespace"""
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self.namespace.remove()
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# dict interface
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def __getitem__(self, key):
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return self.get(key)
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def __contains__(self, key):
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return self._get_value(key).has_current_value()
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def has_key(self, key):
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return key in self
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def __delitem__(self, key):
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self.remove_value(key)
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def __setitem__(self, key, value):
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self.put(key, value)
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class CacheManager(object):
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def __init__(self, **kwargs):
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"""Initialize a CacheManager object with a set of options
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Options should be parsed with the
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:func:`~beaker.util.parse_cache_config_options` function to
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ensure only valid options are used.
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"""
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self.kwargs = kwargs
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|
|
self.regions = kwargs.pop('cache_regions', {})
|
||
|
|
|
||
|
|
# Add these regions to the module global
|
||
|
|
cache_regions.update(self.regions)
|
||
|
|
|
||
|
|
def get_cache(self, name, **kwargs):
|
||
|
|
kw = self.kwargs.copy()
|
||
|
|
kw.update(kwargs)
|
||
|
|
return Cache._get_cache(name, kw)
|
||
|
|
|
||
|
|
def get_cache_region(self, name, region):
|
||
|
|
if region not in self.regions:
|
||
|
|
raise BeakerException('Cache region not configured: %s' % region)
|
||
|
|
kw = self.regions[region]
|
||
|
|
return Cache._get_cache(name, kw)
|
||
|
|
|
||
|
|
def region(self, region, *args):
|
||
|
|
"""Decorate a function to cache itself using a cache region
|
||
|
|
|
||
|
|
The region decorator requires arguments if there are more than
|
||
|
|
two of the same named function, in the same module. This is
|
||
|
|
because the namespace used for the functions cache is based on
|
||
|
|
the functions name and the module.
|
||
|
|
|
||
|
|
|
||
|
|
Example::
|
||
|
|
|
||
|
|
# Assuming a cache object is available like:
|
||
|
|
cache = CacheManager(dict_of_config_options)
|
||
|
|
|
||
|
|
|
||
|
|
def populate_things():
|
||
|
|
|
||
|
|
@cache.region('short_term', 'some_data')
|
||
|
|
def load(search_term, limit, offset):
|
||
|
|
return load_the_data(search_term, limit, offset)
|
||
|
|
|
||
|
|
return load('rabbits', 20, 0)
|
||
|
|
|
||
|
|
.. note::
|
||
|
|
|
||
|
|
The function being decorated must only be called with
|
||
|
|
positional arguments.
|
||
|
|
|
||
|
|
"""
|
||
|
|
return cache_region(region, *args)
|
||
|
|
|
||
|
|
def region_invalidate(self, namespace, region, *args):
|
||
|
|
"""Invalidate a cache region namespace or decorated function
|
||
|
|
|
||
|
|
This function only invalidates cache spaces created with the
|
||
|
|
cache_region decorator.
|
||
|
|
|
||
|
|
:param namespace: Either the namespace of the result to invalidate, or the
|
||
|
|
cached function
|
||
|
|
|
||
|
|
:param region: The region the function was cached to. If the function was
|
||
|
|
cached to a single region then this argument can be None
|
||
|
|
|
||
|
|
:param args: Arguments that were used to differentiate the cached
|
||
|
|
function as well as the arguments passed to the decorated
|
||
|
|
function
|
||
|
|
|
||
|
|
Example::
|
||
|
|
|
||
|
|
# Assuming a cache object is available like:
|
||
|
|
cache = CacheManager(dict_of_config_options)
|
||
|
|
|
||
|
|
def populate_things(invalidate=False):
|
||
|
|
|
||
|
|
@cache.region('short_term', 'some_data')
|
||
|
|
def load(search_term, limit, offset):
|
||
|
|
return load_the_data(search_term, limit, offset)
|
||
|
|
|
||
|
|
# If the results should be invalidated first
|
||
|
|
if invalidate:
|
||
|
|
cache.region_invalidate(load, None, 'some_data',
|
||
|
|
'rabbits', 20, 0)
|
||
|
|
return load('rabbits', 20, 0)
|
||
|
|
|
||
|
|
|
||
|
|
"""
|
||
|
|
return region_invalidate(namespace, region, *args)
|
||
|
|
|
||
|
|
def cache(self, *args, **kwargs):
|
||
|
|
"""Decorate a function to cache itself with supplied parameters
|
||
|
|
|
||
|
|
:param args: Used to make the key unique for this function, as in region()
|
||
|
|
above.
|
||
|
|
|
||
|
|
:param kwargs: Parameters to be passed to get_cache(), will override defaults
|
||
|
|
|
||
|
|
Example::
|
||
|
|
|
||
|
|
# Assuming a cache object is available like:
|
||
|
|
cache = CacheManager(dict_of_config_options)
|
||
|
|
|
||
|
|
|
||
|
|
def populate_things():
|
||
|
|
|
||
|
|
@cache.cache('mycache', expire=15)
|
||
|
|
def load(search_term, limit, offset):
|
||
|
|
return load_the_data(search_term, limit, offset)
|
||
|
|
|
||
|
|
return load('rabbits', 20, 0)
|
||
|
|
|
||
|
|
.. note::
|
||
|
|
|
||
|
|
The function being decorated must only be called with
|
||
|
|
positional arguments.
|
||
|
|
|
||
|
|
"""
|
||
|
|
return _cache_decorate(args, self, kwargs, None)
|
||
|
|
|
||
|
|
def invalidate(self, func, *args, **kwargs):
|
||
|
|
"""Invalidate a cache decorated function
|
||
|
|
|
||
|
|
This function only invalidates cache spaces created with the
|
||
|
|
cache decorator.
|
||
|
|
|
||
|
|
:param func: Decorated function to invalidate
|
||
|
|
|
||
|
|
:param args: Used to make the key unique for this function, as in region()
|
||
|
|
above.
|
||
|
|
|
||
|
|
:param kwargs: Parameters that were passed for use by get_cache(), note that
|
||
|
|
this is only required if a ``type`` was specified for the
|
||
|
|
function
|
||
|
|
|
||
|
|
Example::
|
||
|
|
|
||
|
|
# Assuming a cache object is available like:
|
||
|
|
cache = CacheManager(dict_of_config_options)
|
||
|
|
|
||
|
|
|
||
|
|
def populate_things(invalidate=False):
|
||
|
|
|
||
|
|
@cache.cache('mycache', type="file", expire=15)
|
||
|
|
def load(search_term, limit, offset):
|
||
|
|
return load_the_data(search_term, limit, offset)
|
||
|
|
|
||
|
|
# If the results should be invalidated first
|
||
|
|
if invalidate:
|
||
|
|
cache.invalidate(load, 'mycache', 'rabbits', 20, 0, type="file")
|
||
|
|
return load('rabbits', 20, 0)
|
||
|
|
|
||
|
|
"""
|
||
|
|
namespace = func._arg_namespace
|
||
|
|
|
||
|
|
cache = self.get_cache(namespace, **kwargs)
|
||
|
|
if hasattr(func, '_arg_region'):
|
||
|
|
cachereg = cache_regions[func._arg_region]
|
||
|
|
key_length = cachereg.get('key_length', util.DEFAULT_CACHE_KEY_LENGTH)
|
||
|
|
else:
|
||
|
|
key_length = kwargs.pop('key_length', util.DEFAULT_CACHE_KEY_LENGTH)
|
||
|
|
_cache_decorator_invalidate(cache, key_length, args)
|
||
|
|
|
||
|
|
|
||
|
|
def _cache_decorate(deco_args, manager, options, region):
|
||
|
|
"""Return a caching function decorator."""
|
||
|
|
|
||
|
|
cache = [None]
|
||
|
|
|
||
|
|
def decorate(func):
|
||
|
|
namespace = util.func_namespace(func)
|
||
|
|
skip_self = util.has_self_arg(func)
|
||
|
|
signature = func_signature(func)
|
||
|
|
|
||
|
|
@wraps(func)
|
||
|
|
def cached(*args, **kwargs):
|
||
|
|
if not cache[0]:
|
||
|
|
if region is not None:
|
||
|
|
if region not in cache_regions:
|
||
|
|
raise BeakerException(
|
||
|
|
'Cache region not configured: %s' % region)
|
||
|
|
reg = cache_regions[region]
|
||
|
|
if not reg.get('enabled', True):
|
||
|
|
return func(*args, **kwargs)
|
||
|
|
cache[0] = Cache._get_cache(namespace, reg)
|
||
|
|
elif manager:
|
||
|
|
cache[0] = manager.get_cache(namespace, **options)
|
||
|
|
else:
|
||
|
|
raise Exception("'manager + kwargs' or 'region' "
|
||
|
|
"argument is required")
|
||
|
|
|
||
|
|
cache_key_kwargs = []
|
||
|
|
if kwargs:
|
||
|
|
# kwargs provided, merge them in positional args
|
||
|
|
# to avoid having different cache keys.
|
||
|
|
args, kwargs = bindfuncargs(signature, args, kwargs)
|
||
|
|
cache_key_kwargs = [u_(':').join((u_(key), u_(value))) for key, value in kwargs.items()]
|
||
|
|
|
||
|
|
cache_key_args = args
|
||
|
|
if skip_self:
|
||
|
|
cache_key_args = args[1:]
|
||
|
|
|
||
|
|
cache_key = u_(" ").join(map(u_, chain(deco_args, cache_key_args, cache_key_kwargs)))
|
||
|
|
|
||
|
|
if region:
|
||
|
|
cachereg = cache_regions[region]
|
||
|
|
key_length = cachereg.get('key_length', util.DEFAULT_CACHE_KEY_LENGTH)
|
||
|
|
else:
|
||
|
|
key_length = options.pop('key_length', util.DEFAULT_CACHE_KEY_LENGTH)
|
||
|
|
|
||
|
|
# TODO: This is probably a bug as length is checked before converting to UTF8
|
||
|
|
# which will cause cache_key to grow in size.
|
||
|
|
if len(cache_key) + len(namespace) > int(key_length):
|
||
|
|
cache_key = sha1(cache_key.encode('utf-8')).hexdigest()
|
||
|
|
|
||
|
|
def go():
|
||
|
|
return func(*args, **kwargs)
|
||
|
|
# save org function name
|
||
|
|
go.__name__ = '_cached_%s' % (func.__name__,)
|
||
|
|
|
||
|
|
return cache[0].get_value(cache_key, createfunc=go)
|
||
|
|
cached._arg_namespace = namespace
|
||
|
|
if region is not None:
|
||
|
|
cached._arg_region = region
|
||
|
|
return cached
|
||
|
|
return decorate
|
||
|
|
|
||
|
|
|
||
|
|
def _cache_decorator_invalidate(cache, key_length, args):
|
||
|
|
"""Invalidate a cache key based on function arguments."""
|
||
|
|
|
||
|
|
cache_key = u_(" ").join(map(u_, args))
|
||
|
|
if len(cache_key) + len(cache.namespace_name) > key_length:
|
||
|
|
cache_key = sha1(cache_key.encode('utf-8')).hexdigest()
|
||
|
|
cache.remove_value(cache_key)
|