Common decorator for caching methods
Decorator caches methods' results, the key is composed from function
name and its parameters. Implementation of cache itself should be in
object implementing decorated method. Cache backend should be taken
from oslo-incubator.
Related-Bug: #1276440
Conflicts:
neutron/common/utils.py
Change-Id: Ibe3f1b2eb10b9601ad76ec24b7f0e3551b4013e2
(cherry picked from commit 7508170498
)
This commit is contained in:
parent
fa41abfda9
commit
9ce5ef3536
|
@ -18,6 +18,7 @@
|
|||
|
||||
"""Utilities and helper functions."""
|
||||
|
||||
import functools
|
||||
import logging as std_logging
|
||||
import os
|
||||
import signal
|
||||
|
@ -38,6 +39,64 @@ SYNCHRONIZED_PREFIX = 'neutron-'
|
|||
synchronized = lockutils.synchronized_with_prefix(SYNCHRONIZED_PREFIX)
|
||||
|
||||
|
||||
class cache_method_results(object):
|
||||
"""This decorator is intended for object methods only."""
|
||||
|
||||
def __init__(self, func):
|
||||
self.func = func
|
||||
functools.update_wrapper(self, func)
|
||||
self._first_call = True
|
||||
self._not_cached = object()
|
||||
|
||||
def _get_from_cache(self, target_self, *args, **kwargs):
|
||||
func_name = "%(module)s.%(class)s.%(func_name)s" % {
|
||||
'module': target_self.__module__,
|
||||
'class': target_self.__class__.__name__,
|
||||
'func_name': self.func.__name__,
|
||||
}
|
||||
key = (func_name,) + args
|
||||
if kwargs:
|
||||
key += dict2tuple(kwargs)
|
||||
try:
|
||||
item = target_self._cache.get(key, self._not_cached)
|
||||
except TypeError:
|
||||
LOG.debug(_("Method %(func_name)s cannot be cached due to "
|
||||
"unhashable parameters: args: %(args)s, kwargs: "
|
||||
"%(kwargs)s"),
|
||||
{'func_name': func_name,
|
||||
'args': args,
|
||||
'kwargs': kwargs})
|
||||
return self.func(target_self, *args, **kwargs)
|
||||
|
||||
if item is self._not_cached:
|
||||
item = self.func(target_self, *args, **kwargs)
|
||||
target_self._cache.set(key, item, None)
|
||||
|
||||
return item
|
||||
|
||||
def __call__(self, target_self, *args, **kwargs):
|
||||
if not hasattr(target_self, '_cache'):
|
||||
raise NotImplementedError(
|
||||
"Instance of class %(module)s.%(class)s must contain _cache "
|
||||
"attribute" % {
|
||||
'module': target_self.__module__,
|
||||
'class': target_self.__class__.__name__})
|
||||
if not target_self._cache:
|
||||
if self._first_call:
|
||||
LOG.debug(_("Instance of class %(module)s.%(class)s doesn't "
|
||||
"contain attribute _cache therefore results "
|
||||
"cannot be cached for %(func_name)s."),
|
||||
{'module': target_self.__module__,
|
||||
'class': target_self.__class__.__name__,
|
||||
'func_name': self.func.__name__})
|
||||
self._first_call = False
|
||||
return self.func(target_self, *args, **kwargs)
|
||||
return self._get_from_cache(target_self, *args, **kwargs)
|
||||
|
||||
def __get__(self, obj, objtype):
|
||||
return functools.partial(self.__call__, obj)
|
||||
|
||||
|
||||
def read_cached_file(filename, cache_info, reload_func=None):
|
||||
"""Read from a file if it has been modified.
|
||||
|
||||
|
@ -180,6 +239,12 @@ def str2dict(string):
|
|||
return res_dict
|
||||
|
||||
|
||||
def dict2tuple(d):
|
||||
items = d.items()
|
||||
items.sort()
|
||||
return tuple(items)
|
||||
|
||||
|
||||
def diff_list_of_dict(old_list, new_list):
|
||||
new_set = set([dict2str(l) for l in new_list])
|
||||
old_set = set([dict2str(l) for l in old_list])
|
||||
|
|
|
@ -12,6 +12,7 @@
|
|||
# License for the specific language governing permissions and limitations
|
||||
# under the License.
|
||||
|
||||
import mock
|
||||
import testtools
|
||||
|
||||
from neutron.common import exceptions as n_exc
|
||||
|
@ -314,3 +315,69 @@ class TestDictUtils(base.BaseTestCase):
|
|||
added, removed = utils.diff_list_of_dict(old_list, new_list)
|
||||
self.assertEqual(added, [dict(key4="value4")])
|
||||
self.assertEqual(removed, [dict(key3="value3")])
|
||||
|
||||
|
||||
class _CachingDecorator(object):
|
||||
def __init__(self):
|
||||
self.func_retval = 'bar'
|
||||
self._cache = mock.Mock()
|
||||
|
||||
@utils.cache_method_results
|
||||
def func(self, *args, **kwargs):
|
||||
return self.func_retval
|
||||
|
||||
|
||||
class TestCachingDecorator(base.BaseTestCase):
|
||||
def setUp(self):
|
||||
super(TestCachingDecorator, self).setUp()
|
||||
self.decor = _CachingDecorator()
|
||||
self.func_name = '%(module)s._CachingDecorator.func' % {
|
||||
'module': self.__module__
|
||||
}
|
||||
self.not_cached = self.decor.func.func.im_self._not_cached
|
||||
|
||||
def test_cache_miss(self):
|
||||
expected_key = (self.func_name, 1, 2, ('foo', 'bar'))
|
||||
args = (1, 2)
|
||||
kwargs = {'foo': 'bar'}
|
||||
self.decor._cache.get.return_value = self.not_cached
|
||||
retval = self.decor.func(*args, **kwargs)
|
||||
self.decor._cache.set.assert_called_once_with(
|
||||
expected_key, self.decor.func_retval, None)
|
||||
self.assertEqual(self.decor.func_retval, retval)
|
||||
|
||||
def test_cache_hit(self):
|
||||
expected_key = (self.func_name, 1, 2, ('foo', 'bar'))
|
||||
args = (1, 2)
|
||||
kwargs = {'foo': 'bar'}
|
||||
retval = self.decor.func(*args, **kwargs)
|
||||
self.assertFalse(self.decor._cache.set.called)
|
||||
self.assertEqual(self.decor._cache.get.return_value, retval)
|
||||
self.decor._cache.get.assert_called_once_with(expected_key,
|
||||
self.not_cached)
|
||||
|
||||
def test_get_unhashable(self):
|
||||
expected_key = (self.func_name, [1], 2)
|
||||
self.decor._cache.get.side_effect = TypeError
|
||||
retval = self.decor.func([1], 2)
|
||||
self.assertFalse(self.decor._cache.set.called)
|
||||
self.assertEqual(self.decor.func_retval, retval)
|
||||
self.decor._cache.get.assert_called_once_with(expected_key,
|
||||
self.not_cached)
|
||||
|
||||
def test_missing_cache(self):
|
||||
delattr(self.decor, '_cache')
|
||||
self.assertRaises(NotImplementedError, self.decor.func, (1, 2))
|
||||
|
||||
def test_no_cache(self):
|
||||
self.decor._cache = False
|
||||
retval = self.decor.func((1, 2))
|
||||
self.assertEqual(self.decor.func_retval, retval)
|
||||
|
||||
|
||||
class TestDict2Tuples(base.BaseTestCase):
|
||||
def test_dict(self):
|
||||
input_dict = {'foo': 'bar', 42: 'baz', 'aaa': 'zzz'}
|
||||
expected = ((42, 'baz'), ('aaa', 'zzz'), ('foo', 'bar'))
|
||||
output_tuple = utils.dict2tuple(input_dict)
|
||||
self.assertEqual(expected, output_tuple)
|
||||
|
|
Loading…
Reference in New Issue