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@tylertreat
Created April 29, 2014 21:05
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Python Redis Cache
import cPickle
import logging
import redis
TIMEOUT = 60 * 60
_redis = None
def _get_redis():
"""Return a StrictRedis instance. Initialize one first if necessary."""
global _redis
if not _redis:
_redis = redis.StrictRedis()
return _redis
def set(key, value, timeout=TIMEOUT):
"""Cache the given key-value pair.
Args:
key: the cache key.
value: the value to cache.
timeout: the expiration timeout for the cache entry in seconds,
defaults to 1 minute.
"""
value = cPickle.dumps(value)
_get_redis().pipeline().set(key, value).expire(key, timeout).execute()
def get(key):
"""Retrieve the value associated with the given key from the cache.
Args:
the cache key to fetch.
Returns:
the cached value or None if it doesn't exist.
"""
value = _get_redis().get(key)
value = (value and cPickle.loads(value)) or None
if value is not None:
logging.debug('Cache hit for %s' % key)
return value
def flush(pattern='', batch=1000):
"""Flush the cache by evicting all entries or only entries whose keys
match a given pattern.
Args:
pattern: evict only the keys that match this pattern.
batch: delete the keys in groups of this size.
"""
red = _get_redis()
keys = red.keys('%s*' % pattern)
[red.delete(*keys[i:i + batch]) for i in xrange(0, len(keys), batch)]
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