Merge pull request #1130 from quantopian/expiring-cache

ENH: Add expiring cache.
This commit is contained in:
Eddie Hebert
2016-04-14 22:17:25 -04:00
3 changed files with 100 additions and 1 deletions
+5
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@@ -22,6 +22,11 @@ Enhancements
factor to only compute over stocks for which the filter returns True, rather
than always computing over the entire universe of stocks. (:issue:`1095`)
* Added :class:`zipline.utils.cache.ExpiringCache`.
A cache which wraps entries in a :class:`zipline.utils.cache.CachedObject`,
which manages expiration of entries based on the `dt` supplied to the `get`
method.
Experimental Features
~~~~~~~~~~~~~~~~~~~~~
+40 -1
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@@ -2,7 +2,7 @@ from unittest import TestCase
from pandas import Timestamp, Timedelta
from zipline.utils.cache import CachedObject, Expired
from zipline.utils.cache import CachedObject, Expired, ExpiringCache
class CachedObjectTestCase(TestCase):
@@ -19,3 +19,42 @@ class CachedObjectTestCase(TestCase):
with self.assertRaises(Expired) as e:
obj.unwrap(after)
self.assertEqual(e.exception.args, (expiry,))
class ExpiringCacheTestCase(TestCase):
def test_expiring_cache(self):
expiry_1 = Timestamp('2014')
before_1 = expiry_1 - Timedelta('1 minute')
after_1 = expiry_1 + Timedelta('1 minute')
expiry_2 = Timestamp('2015')
after_2 = expiry_1 + Timedelta('1 minute')
expiry_3 = Timestamp('2016')
cache = ExpiringCache()
cache.set('foo', 1, expiry_1)
cache.set('bar', 2, expiry_2)
self.assertEqual(cache.get('foo', before_1), 1)
# Unwrap on expiry is allowed.
self.assertEqual(cache.get('foo', expiry_1), 1)
with self.assertRaises(KeyError) as e:
self.assertEqual(cache.get('foo', after_1))
self.assertEqual(e.exception.args, ('foo',))
# Should raise same KeyError after deletion.
with self.assertRaises(KeyError) as e:
self.assertEqual(cache.get('foo', before_1))
self.assertEqual(e.exception.args, ('foo',))
# Second value should still exist.
self.assertEqual(cache.get('bar', after_2), 2)
# Should raise similar KeyError on non-existent key.
with self.assertRaises(KeyError) as e:
self.assertEqual(cache.get('baz', expiry_3))
self.assertEqual(e.exception.args, ('baz',))
+55
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@@ -57,3 +57,58 @@ class CachedObject(namedtuple("_CachedObject", "value expires")):
if dt > self.expires:
raise Expired(self.expires)
return self.value
class ExpiringCache(object):
"""
A cache of multiple CachedObjects, which returns the wrapped the value
or raises and deletes the CachedObject if the value has expired.
Parameters
----------
cache : dict-like
An instance of a dict-like object which needs to support at least:
`__del__`, `__getitem__`, `__setitem__`
If `None`, than a dict is used as a default.
Methods
-------
get(self, key, dt)
Get the value of a cached object for the given `key` at `dt`, if the
CachedObject has expired then the object is removed from the cache,
and `KeyError` is raised.
set(self, key, value, expiration_dt)
Add a new `value` to the cache at `dt` wrapped in a CachedObject which
expires at `expiration_dt`.
Usage
-----
>>> from pandas import Timestamp, Timedelta
>>> expires = Timestamp('2014', tz='UTC')
>>> value = 1
>>> cache = ExpiringCache()
>>> cache.set('foo', value, expires)
>>> cache.get('foo', expires - Timedelta('1 minute'))
1
>>> cache.get('foo', expires + Timedelta('1 minute'))
Traceback (most recent call last):
...
KeyError: 'foo'
"""
def __init__(self, cache=None):
if cache is not None:
self._cache = cache
else:
self._cache = {}
def get(self, key, dt):
try:
return self._cache[key].unwrap(dt)
except Expired:
del self._cache[key]
raise KeyError(key)
def set(self, key, value, expiration_dt):
self._cache[key] = CachedObject(value, expiration_dt)