import json import sys import redis as redis_pkg from flask_caching import Cache from redis import Redis from redis.typing import FieldT cache = Cache(config={'CACHE_TYPE': 'RedisCache', 'CACHE_REDIS_URL': 'redis://localhost:6379/0', 'CACHE_KEY_PREFIX': 'local-llm'}) # redis = Redis() class RedisWrapper: """ A wrapper class to set prefixes to keys. """ def __init__(self, prefix, **kwargs): self.redis = Redis(**kwargs) self.prefix = prefix try: self.set('____', 1) except redis_pkg.exceptions.ConnectionError as e: print('Failed to connect to the Redis server:', e) print('Did you install and start the Redis server?') sys.exit(1) def _key(self, key): return f"{self.prefix}:{key}" def set(self, key, value): return self.redis.set(self._key(key), value) def get(self, key): return self.redis.get(self._key(key)) def incr(self, key, amount=1): return self.redis.incr(self._key(key), amount) def decr(self, key, amount=1): return self.redis.decr(self._key(key), amount) def sadd(self, key: str, *values: FieldT): return self.redis.sadd(self._key(key), *values) def srem(self, key: str, *values: FieldT): return self.redis.srem(self._key(key), *values) def sismember(self, key: str, value: str): return self.redis.sismember(self._key(key), value) def set_dict(self, key, dict_value): return self.set(self._key(key), json.dumps(dict_value)) def get_dict(self, key): r = self.get(self._key(key)) if not r: return dict() else: return json.loads(r.decode("utf-8")) def flush(self): flushed = [] for key in self.redis.scan_iter(f'{self.prefix}:*'): flushed.append(key) self.redis.delete(key) return flushed redis = RedisWrapper('local_llm')