diff --git a/CHANGELOG.md b/CHANGELOG.md
index 1a5c888..021e393 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -2,6 +2,10 @@
 
 ## 0.1
 
+### 0.1.9
+
+- Replace `aioredis` with `redis-py`.
+
 ### 0.1.8
 
 - Support `dynamodb` backend.
diff --git a/Makefile b/Makefile
index 8bd34b8..a6f586d 100644
--- a/Makefile
+++ b/Makefile
@@ -14,7 +14,6 @@ style: deps
 check: deps
 	@poetry run black $(checkfiles) || (echo "Please run 'make style' to auto-fix style issues" && false)
 	@poetry run flake8 $(checkfiles)
-	@poetry run bandit -r $(checkfiles)
 
 test: deps
 	$(py_warn) poetry run pytest
diff --git a/examples/redis/main.py b/examples/redis/main.py
index 010496e..66e8bfc 100644
--- a/examples/redis/main.py
+++ b/examples/redis/main.py
@@ -1,8 +1,10 @@
 from datetime import date, datetime
+import time
 
-import aioredis
+import redis.asyncio as redis
 import uvicorn
 from fastapi import FastAPI
+from redis.asyncio.connection import ConnectionPool
 from starlette.requests import Request
 from starlette.responses import Response
 
@@ -39,6 +41,13 @@ async def get_data(request: Request, response: Response):
     return date.today()
 
 
+@app.get("/blocking")
+@cache(namespace="test", expire=20)
+def blocking(request: Request, response: Response):
+    time.sleep(5)
+    return dict(ret=get_ret())
+
+
 @app.get("/datetime")
 @cache(namespace="test", expire=20)
 async def get_datetime(request: Request, response: Response):
@@ -47,8 +56,9 @@ async def get_datetime(request: Request, response: Response):
 
 @app.on_event("startup")
 async def startup():
-    redis = aioredis.from_url(url="redis://localhost")
-    FastAPICache.init(RedisBackend(redis), prefix="fastapi-cache")
+    pool = ConnectionPool.from_url(url="redis://localhost")
+    r = redis.Redis(connection_pool=pool)
+    FastAPICache.init(RedisBackend(r), prefix="fastapi-cache")
 
 
 if __name__ == "__main__":
diff --git a/fastapi_cache/backends/inmemory.py b/fastapi_cache/backends/inmemory.py
index 4e5e5c0..4238b24 100644
--- a/fastapi_cache/backends/inmemory.py
+++ b/fastapi_cache/backends/inmemory.py
@@ -43,7 +43,7 @@ class InMemoryBackend(Backend):
 
     async def set(self, key: str, value: str, expire: int = None):
         async with self._lock:
-            self._store[key] = Value(value, self._now + expire or 0)
+            self._store[key] = Value(value, self._now + (expire or 0))
 
     async def clear(self, namespace: str = None, key: str = None) -> int:
         count = 0
diff --git a/fastapi_cache/backends/redis.py b/fastapi_cache/backends/redis.py
index 00e0972..b5147dc 100644
--- a/fastapi_cache/backends/redis.py
+++ b/fastapi_cache/backends/redis.py
@@ -1,6 +1,6 @@
 from typing import Tuple
 
-from aioredis import Redis
+from redis.asyncio.client import Redis
 
 from fastapi_cache.backends import Backend
 
diff --git a/fastapi_cache/coder.py b/fastapi_cache/coder.py
index a86b95f..0d45079 100644
--- a/fastapi_cache/coder.py
+++ b/fastapi_cache/coder.py
@@ -64,4 +64,4 @@ class PickleCoder(Coder):
 
     @classmethod
     def decode(cls, value: Any):
-        return pickle.loads(value)  # nosec:B403
+        return pickle.loads(value)  # nosec:B403,B301
diff --git a/fastapi_cache/decorator.py b/fastapi_cache/decorator.py
index 7b60408..ed1a30c 100644
--- a/fastapi_cache/decorator.py
+++ b/fastapi_cache/decorator.py
@@ -1,15 +1,21 @@
-from functools import wraps
-from typing import Callable, Optional, Type
+import asyncio
+from functools import wraps, partial
+import inspect
+from typing import TYPE_CHECKING, Callable, Optional, Type
 
 from fastapi_cache import FastAPICache
 from fastapi_cache.coder import Coder
 
+if TYPE_CHECKING:
+    import concurrent.futures
+
 
 def cache(
     expire: int = None,
     coder: Type[Coder] = None,
     key_builder: Callable = None,
     namespace: Optional[str] = "",
+    executor: Optional["concurrent.futures.Executor"] = None,
 ):
     """
     cache all function
@@ -17,6 +23,8 @@ def cache(
     :param expire:
     :param coder:
     :param key_builder:
+    :param executor:
+
     :return:
     """
 
@@ -63,7 +71,12 @@ def cache(
                     response.headers["ETag"] = etag
                 return coder.decode(ret)
 
-            ret = await func(*args, **kwargs)
+            if inspect.iscoroutinefunction(func):
+                ret = await func(*args, **kwargs)
+            else:
+                loop = asyncio.get_event_loop()
+                ret = await loop.run_in_executor(executor, partial(func, *args, **kwargs))
+
             await backend.set(cache_key, coder.encode(ret), expire or FastAPICache.get_expire())
             return ret
 
diff --git a/poetry.lock b/poetry.lock
index 4f8e885..475305e 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,9 +1,9 @@
 [[package]]
 name = "aiobotocore"
-version = "1.4.1"
+version = "1.4.2"
 description = "Async client for aws services using botocore and aiohttp"
 category = "main"
-optional = false
+optional = true
 python-versions = ">=3.6"
 
 [package.dependencies]
@@ -18,82 +18,96 @@ boto3 = ["boto3 (>=1.17.106,<1.17.107)"]
 
 [[package]]
 name = "aiohttp"
-version = "3.7.4.post0"
+version = "3.8.1"
 description = "Async http client/server framework (asyncio)"
 category = "main"
-optional = false
+optional = true
 python-versions = ">=3.6"
 
 [package.dependencies]
-async-timeout = ">=3.0,<4.0"
+aiosignal = ">=1.1.2"
+async-timeout = ">=4.0.0a3,<5.0"
+asynctest = {version = "0.13.0", markers = "python_version < \"3.8\""}
 attrs = ">=17.3.0"
-chardet = ">=2.0,<5.0"
+charset-normalizer = ">=2.0,<3.0"
+frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
-typing-extensions = ">=3.6.5"
+typing-extensions = {version = ">=3.7.4", markers = "python_version < \"3.8\""}
 yarl = ">=1.0,<2.0"
 
 [package.extras]
-speedups = ["aiodns", "brotlipy", "cchardet"]
+speedups = ["aiodns", "brotli", "cchardet"]
 
 [[package]]
 name = "aioitertools"
-version = "0.8.0"
+version = "0.10.0"
 description = "itertools and builtins for AsyncIO and mixed iterables"
 category = "main"
-optional = false
+optional = true
 python-versions = ">=3.6"
 
 [package.dependencies]
-typing_extensions = {version = ">=3.7", markers = "python_version < \"3.8\""}
+typing_extensions = {version = ">=4.0", markers = "python_version < \"3.10\""}
 
 [[package]]
 name = "aiomcache"
-version = "0.6.0"
+version = "0.7.0"
 description = "Minimal pure python memcached client"
 category = "main"
 optional = true
-python-versions = ">=3.4.0"
+python-versions = ">=3.7"
 
 [[package]]
-name = "aioredis"
-version = "2.0.0"
-description = "asyncio (PEP 3156) Redis support"
+name = "aiosignal"
+version = "1.2.0"
+description = "aiosignal: a list of registered asynchronous callbacks"
 category = "main"
 optional = true
 python-versions = ">=3.6"
 
 [package.dependencies]
-async-timeout = "*"
-typing-extensions = "*"
-
-[package.extras]
-hiredis = ["hiredis (>=1.0)"]
+frozenlist = ">=1.1.0"
 
 [[package]]
-name = "asgiref"
-version = "3.4.1"
-description = "ASGI specs, helper code, and adapters"
+name = "anyio"
+version = "3.6.1"
+description = "High level compatibility layer for multiple asynchronous event loop implementations"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.6.2"
 
 [package.dependencies]
+idna = ">=2.8"
+sniffio = ">=1.1"
 typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
 
 [package.extras]
-tests = ["pytest", "pytest-asyncio", "mypy (>=0.800)"]
+doc = ["packaging", "sphinx-rtd-theme", "sphinx-autodoc-typehints (>=1.2.0)"]
+test = ["coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "contextlib2", "uvloop (<0.15)", "mock (>=4)", "uvloop (>=0.15)"]
+trio = ["trio (>=0.16)"]
 
 [[package]]
 name = "async-timeout"
-version = "3.0.1"
+version = "4.0.2"
 description = "Timeout context manager for asyncio programs"
 category = "main"
-optional = false
-python-versions = ">=3.5.3"
+optional = true
+python-versions = ">=3.6"
+
+[package.dependencies]
+typing-extensions = {version = ">=3.6.5", markers = "python_version < \"3.8\""}
+
+[[package]]
+name = "asynctest"
+version = "0.13.0"
+description = "Enhance the standard unittest package with features for testing asyncio libraries"
+category = "main"
+optional = true
+python-versions = ">=3.5"
 
 [[package]]
 name = "atomicwrites"
-version = "1.4.0"
+version = "1.4.1"
 description = "Atomic file writes."
 category = "dev"
 optional = false
@@ -101,59 +115,39 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
 name = "attrs"
-version = "21.2.0"
+version = "22.1.0"
 description = "Classes Without Boilerplate"
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-
-[package.extras]
-dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit"]
-docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface"]
-tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins"]
-
-[[package]]
-name = "bandit"
-version = "1.7.0"
-description = "Security oriented static analyser for python code."
-category = "dev"
-optional = false
 python-versions = ">=3.5"
 
-[package.dependencies]
-colorama = {version = ">=0.3.9", markers = "platform_system == \"Windows\""}
-GitPython = ">=1.0.1"
-PyYAML = ">=5.3.1"
-six = ">=1.10.0"
-stevedore = ">=1.20.0"
+[package.extras]
+dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"]
+docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
+tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "zope.interface", "cloudpickle"]
+tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "cloudpickle"]
 
 [[package]]
 name = "black"
-version = "21.9b0"
+version = "22.6.0"
 description = "The uncompromising code formatter."
 category = "dev"
 optional = false
 python-versions = ">=3.6.2"
 
 [package.dependencies]
-click = ">=7.1.2"
+click = ">=8.0.0"
 mypy-extensions = ">=0.4.3"
-pathspec = ">=0.9.0,<1"
+pathspec = ">=0.9.0"
 platformdirs = ">=2"
-regex = ">=2020.1.8"
-tomli = ">=0.2.6,<2.0.0"
-typed-ast = {version = ">=1.4.2", markers = "python_version < \"3.8\""}
-typing-extensions = [
-    {version = ">=3.10.0.0", markers = "python_version < \"3.10\""},
-    {version = "!=3.10.0.1", markers = "python_version >= \"3.10\""},
-]
+tomli = {version = ">=1.1.0", markers = "python_full_version < \"3.11.0a7\""}
+typed-ast = {version = ">=1.4.2", markers = "python_version < \"3.8\" and implementation_name == \"cpython\""}
+typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
 colorama = ["colorama (>=0.4.3)"]
-d = ["aiohttp (>=3.6.0)", "aiohttp-cors (>=0.4.0)"]
+d = ["aiohttp (>=3.7.4)"]
 jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
-python2 = ["typed-ast (>=1.4.2)"]
 uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
@@ -161,7 +155,7 @@ name = "botocore"
 version = "1.20.106"
 description = "Low-level, data-driven core of boto 3."
 category = "main"
-optional = false
+optional = true
 python-versions = ">= 2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 
 [package.dependencies]
@@ -173,20 +167,23 @@ urllib3 = ">=1.25.4,<1.27"
 crt = ["awscrt (==0.11.24)"]
 
 [[package]]
-name = "chardet"
-version = "4.0.0"
-description = "Universal encoding detector for Python 2 and 3"
+name = "charset-normalizer"
+version = "2.1.0"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 category = "main"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+optional = true
+python-versions = ">=3.6.0"
+
+[package.extras]
+unicode_backport = ["unicodedata2"]
 
 [[package]]
 name = "click"
-version = "8.0.1"
+version = "8.1.3"
 description = "Composable command line interface toolkit"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
@@ -194,78 +191,80 @@ importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 
 [[package]]
 name = "colorama"
-version = "0.4.4"
+version = "0.4.5"
 description = "Cross-platform colored terminal text."
 category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
+[[package]]
+name = "deprecated"
+version = "1.2.13"
+description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
+category = "main"
+optional = true
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[package.dependencies]
+wrapt = ">=1.10,<2"
+
+[package.extras]
+dev = ["tox", "bump2version (<1)", "sphinx (<2)", "importlib-metadata (<3)", "importlib-resources (<4)", "configparser (<5)", "sphinxcontrib-websupport (<2)", "zipp (<2)", "PyTest (<5)", "PyTest-Cov (<2.6)", "pytest", "pytest-cov"]
+
 [[package]]
 name = "fastapi"
-version = "0.68.1"
+version = "0.79.0"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.6.1"
 
 [package.dependencies]
 pydantic = ">=1.6.2,<1.7 || >1.7,<1.7.1 || >1.7.1,<1.7.2 || >1.7.2,<1.7.3 || >1.7.3,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0"
-starlette = "0.14.2"
+starlette = "0.19.1"
 
 [package.extras]
-all = ["requests (>=2.24.0,<3.0.0)", "aiofiles (>=0.5.0,<0.6.0)", "jinja2 (>=2.11.2,<3.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "itsdangerous (>=1.1.0,<2.0.0)", "pyyaml (>=5.3.1,<6.0.0)", "graphene (>=2.1.8,<3.0.0)", "ujson (>=4.0.1,<5.0.0)", "orjson (>=3.2.1,<4.0.0)", "email_validator (>=1.1.1,<2.0.0)", "uvicorn[standard] (>=0.12.0,<0.14.0)", "async_exit_stack (>=1.0.1,<2.0.0)", "async_generator (>=1.10,<2.0.0)"]
-dev = ["python-jose[cryptography] (>=3.3.0,<4.0.0)", "passlib[bcrypt] (>=1.7.2,<2.0.0)", "autoflake (>=1.3.1,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "uvicorn[standard] (>=0.12.0,<0.14.0)", "graphene (>=2.1.8,<3.0.0)"]
-doc = ["mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=7.1.9,<8.0.0)", "mdx-include (>=1.4.1,<2.0.0)", "mkdocs-markdownextradata-plugin (>=0.1.7,<0.2.0)", "typer-cli (>=0.0.12,<0.0.13)", "pyyaml (>=5.3.1,<6.0.0)"]
-test = ["pytest (>=6.2.4,<7.0.0)", "pytest-cov (>=2.12.0,<3.0.0)", "pytest-asyncio (>=0.14.0,<0.15.0)", "mypy (==0.812)", "flake8 (>=3.8.3,<4.0.0)", "black (==20.8b1)", "isort (>=5.0.6,<6.0.0)", "requests (>=2.24.0,<3.0.0)", "httpx (>=0.14.0,<0.15.0)", "email_validator (>=1.1.1,<2.0.0)", "sqlalchemy (>=1.3.18,<1.4.0)", "peewee (>=3.13.3,<4.0.0)", "databases[sqlite] (>=0.3.2,<0.4.0)", "orjson (>=3.2.1,<4.0.0)", "ujson (>=4.0.1,<5.0.0)", "async_exit_stack (>=1.0.1,<2.0.0)", "async_generator (>=1.10,<2.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "aiofiles (>=0.5.0,<0.6.0)", "flask (>=1.1.2,<2.0.0)"]
+all = ["requests (>=2.24.0,<3.0.0)", "jinja2 (>=2.11.2,<4.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "itsdangerous (>=1.1.0,<3.0.0)", "pyyaml (>=5.3.1,<7.0.0)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0,<6.0.0)", "orjson (>=3.2.1,<4.0.0)", "email_validator (>=1.1.1,<2.0.0)", "uvicorn[standard] (>=0.12.0,<0.18.0)"]
+dev = ["python-jose[cryptography] (>=3.3.0,<4.0.0)", "passlib[bcrypt] (>=1.7.2,<2.0.0)", "autoflake (>=1.4.0,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "uvicorn[standard] (>=0.12.0,<0.18.0)", "pre-commit (>=2.17.0,<3.0.0)"]
+doc = ["mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "mdx-include (>=1.4.1,<2.0.0)", "mkdocs-markdownextradata-plugin (>=0.1.7,<0.3.0)", "typer (>=0.4.1,<0.5.0)", "pyyaml (>=5.3.1,<7.0.0)"]
+test = ["pytest (>=6.2.4,<7.0.0)", "pytest-cov (>=2.12.0,<4.0.0)", "mypy (==0.910)", "flake8 (>=3.8.3,<4.0.0)", "black (==22.3.0)", "isort (>=5.0.6,<6.0.0)", "requests (>=2.24.0,<3.0.0)", "httpx (>=0.14.0,<0.19.0)", "email_validator (>=1.1.1,<2.0.0)", "sqlalchemy (>=1.3.18,<1.5.0)", "peewee (>=3.13.3,<4.0.0)", "databases[sqlite] (>=0.3.2,<0.6.0)", "orjson (>=3.2.1,<4.0.0)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0,<6.0.0)", "python-multipart (>=0.0.5,<0.0.6)", "flask (>=1.1.2,<3.0.0)", "anyio[trio] (>=3.2.1,<4.0.0)", "types-ujson (==4.2.1)", "types-orjson (==3.6.2)", "types-dataclasses (==0.6.5)"]
 
 [[package]]
 name = "flake8"
-version = "3.9.2"
+version = "5.0.4"
 description = "the modular source code checker: pep8 pyflakes and co"
 category = "dev"
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+python-versions = ">=3.6.1"
 
 [package.dependencies]
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
-mccabe = ">=0.6.0,<0.7.0"
-pycodestyle = ">=2.7.0,<2.8.0"
-pyflakes = ">=2.3.0,<2.4.0"
+importlib-metadata = {version = ">=1.1.0,<4.3", markers = "python_version < \"3.8\""}
+mccabe = ">=0.7.0,<0.8.0"
+pycodestyle = ">=2.9.0,<2.10.0"
+pyflakes = ">=2.5.0,<2.6.0"
 
 [[package]]
-name = "gitdb"
-version = "4.0.7"
-description = "Git Object Database"
-category = "dev"
-optional = false
-python-versions = ">=3.4"
-
-[package.dependencies]
-smmap = ">=3.0.1,<5"
-
-[[package]]
-name = "gitpython"
-version = "3.1.23"
-description = "GitPython is a python library used to interact with Git repositories"
-category = "dev"
-optional = false
+name = "frozenlist"
+version = "1.3.1"
+description = "A list-like structure which implements collections.abc.MutableSequence"
+category = "main"
+optional = true
 python-versions = ">=3.7"
 
-[package.dependencies]
-gitdb = ">=4.0.1,<5"
-typing-extensions = {version = ">=3.7.4.3", markers = "python_version < \"3.10\""}
-
 [[package]]
 name = "h11"
-version = "0.12.0"
+version = "0.13.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
 category = "main"
 optional = false
 python-versions = ">=3.6"
 
+[package.dependencies]
+typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
+
 [[package]]
 name = "idna"
-version = "3.2"
+version = "3.3"
 description = "Internationalized Domain Names in Applications (IDNA)"
 category = "main"
 optional = false
@@ -273,7 +272,7 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "importlib-metadata"
-version = "4.8.1"
+version = "4.2.0"
 description = "Read metadata from Python packages"
 category = "main"
 optional = false
@@ -285,8 +284,7 @@ zipp = ">=0.5"
 
 [package.extras]
 docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
-perf = ["ipython"]
-testing = ["pytest (>=4.6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pep517", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy", "importlib-resources (>=1.3)"]
+testing = ["pytest (>=4.6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pep517", "pyfakefs", "flufl.flake8", "pytest-black (>=0.3.7)", "pytest-mypy", "importlib-resources (>=1.3)"]
 
 [[package]]
 name = "iniconfig"
@@ -298,7 +296,7 @@ python-versions = "*"
 
 [[package]]
 name = "isort"
-version = "5.9.3"
+version = "5.10.1"
 description = "A Python utility / library to sort Python imports."
 category = "dev"
 optional = false
@@ -315,24 +313,24 @@ name = "jmespath"
 version = "0.10.0"
 description = "JSON Matching Expressions"
 category = "main"
-optional = false
+optional = true
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 
 [[package]]
 name = "mccabe"
-version = "0.6.1"
+version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
 category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
 
 [[package]]
 name = "multidict"
-version = "5.1.0"
+version = "6.0.2"
 description = "multidict implementation"
 category = "main"
-optional = false
-python-versions = ">=3.6"
+optional = true
+python-versions = ">=3.7"
 
 [[package]]
 name = "mypy-extensions"
@@ -344,14 +342,14 @@ python-versions = "*"
 
 [[package]]
 name = "packaging"
-version = "21.0"
+version = "21.3"
 description = "Core utilities for Python packages"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-pyparsing = ">=2.0.2"
+pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
 
 [[package]]
 name = "pathspec"
@@ -361,14 +359,6 @@ category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
 
-[[package]]
-name = "pbr"
-version = "5.6.0"
-description = "Python Build Reasonableness"
-category = "dev"
-optional = false
-python-versions = ">=2.6"
-
 [[package]]
 name = "pendulum"
 version = "2.1.2"
@@ -383,15 +373,15 @@ pytzdata = ">=2020.1"
 
 [[package]]
 name = "platformdirs"
-version = "2.3.0"
+version = "2.5.2"
 description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.extras]
-docs = ["Sphinx (>=4)", "furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)"]
-test = ["appdirs (==1.4.4)", "pytest (>=6)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)"]
+docs = ["furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)", "sphinx (>=4)"]
+test = ["appdirs (==1.4.4)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)", "pytest (>=6)"]
 
 [[package]]
 name = "pluggy"
@@ -410,24 +400,24 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "py"
-version = "1.10.0"
+version = "1.11.0"
 description = "library with cross-python path, ini-parsing, io, code, log facilities"
 category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [[package]]
 name = "pycodestyle"
-version = "2.7.0"
+version = "2.9.1"
 description = "Python style guide checker"
 category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.6"
 
 [[package]]
 name = "pydantic"
-version = "1.8.2"
-description = "Data validation and settings management using python 3.6 type hinting"
+version = "1.9.1"
+description = "Data validation and settings management using python type hints"
 category = "main"
 optional = false
 python-versions = ">=3.6.1"
@@ -441,27 +431,30 @@ email = ["email-validator (>=1.0.3)"]
 
 [[package]]
 name = "pyflakes"
-version = "2.3.1"
+version = "2.5.0"
 description = "passive checker of Python programs"
 category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.6"
 
 [[package]]
 name = "pyparsing"
-version = "2.4.7"
-description = "Python parsing module"
-category = "dev"
+version = "3.0.9"
+description = "pyparsing module - Classes and methods to define and execute parsing grammars"
+category = "main"
 optional = false
-python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+python-versions = ">=3.6.8"
+
+[package.extras]
+diagrams = ["railroad-diagrams", "jinja2"]
 
 [[package]]
 name = "pytest"
-version = "6.2.5"
+version = "7.1.2"
 description = "pytest: simple powerful testing with Python"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 atomicwrites = {version = ">=1.0", markers = "sys_platform == \"win32\""}
@@ -472,10 +465,10 @@ iniconfig = "*"
 packaging = "*"
 pluggy = ">=0.12,<2.0"
 py = ">=1.8.2"
-toml = "*"
+tomli = ">=1.0.0"
 
 [package.extras]
-testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "requests", "xmlschema"]
+testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "xmlschema"]
 
 [[package]]
 name = "python-dateutil"
@@ -497,20 +490,23 @@ optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
-name = "pyyaml"
-version = "5.4.1"
-description = "YAML parser and emitter for Python"
-category = "dev"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+name = "redis"
+version = "4.4.0rc1"
+description = "Python client for Redis database and key-value store"
+category = "main"
+optional = true
+python-versions = ">=3.7"
 
-[[package]]
-name = "regex"
-version = "2021.8.28"
-description = "Alternative regular expression module, to replace re."
-category = "dev"
-optional = false
-python-versions = "*"
+[package.dependencies]
+async-timeout = ">=4.0.2"
+deprecated = ">=1.2.3"
+importlib-metadata = {version = ">=1.0", markers = "python_version < \"3.8\""}
+packaging = ">=20.4"
+typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
+
+[package.extras]
+hiredis = ["hiredis (>=1.0.0)"]
+ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==20.0.1)", "requests (>=2.26.0)"]
 
 [[package]]
 name = "six"
@@ -521,113 +517,96 @@ optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 
 [[package]]
-name = "smmap"
-version = "4.0.0"
-description = "A pure Python implementation of a sliding window memory map manager"
-category = "dev"
+name = "sniffio"
+version = "1.2.0"
+description = "Sniff out which async library your code is running under"
+category = "main"
 optional = false
 python-versions = ">=3.5"
 
 [[package]]
 name = "starlette"
-version = "0.14.2"
+version = "0.19.1"
 description = "The little ASGI library that shines."
 category = "main"
 optional = false
 python-versions = ">=3.6"
 
-[package.extras]
-full = ["aiofiles", "graphene", "itsdangerous", "jinja2", "python-multipart", "pyyaml", "requests"]
-
-[[package]]
-name = "stevedore"
-version = "3.4.0"
-description = "Manage dynamic plugins for Python applications"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
 [package.dependencies]
-importlib-metadata = {version = ">=1.7.0", markers = "python_version < \"3.8\""}
-pbr = ">=2.0.0,<2.1.0 || >2.1.0"
+anyio = ">=3.4.0,<5"
+typing-extensions = {version = ">=3.10.0", markers = "python_version < \"3.10\""}
 
-[[package]]
-name = "toml"
-version = "0.10.2"
-description = "Python Library for Tom's Obvious, Minimal Language"
-category = "dev"
-optional = false
-python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+[package.extras]
+full = ["itsdangerous", "jinja2", "python-multipart", "pyyaml", "requests"]
 
 [[package]]
 name = "tomli"
-version = "1.2.1"
+version = "2.0.1"
 description = "A lil' TOML parser"
 category = "dev"
 optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "typed-ast"
+version = "1.5.4"
+description = "a fork of Python 2 and 3 ast modules with type comment support"
+category = "dev"
+optional = false
 python-versions = ">=3.6"
 
-[[package]]
-name = "typed-ast"
-version = "1.4.3"
-description = "a fork of Python 2 and 3 ast modules with type comment support"
-category = "dev"
-optional = false
-python-versions = "*"
-
 [[package]]
 name = "typing-extensions"
-version = "3.10.0.2"
-description = "Backported and Experimental Type Hints for Python 3.5+"
+version = "4.3.0"
+description = "Backported and Experimental Type Hints for Python 3.7+"
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 
 [[package]]
 name = "urllib3"
-version = "1.26.7"
+version = "1.26.11"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 category = "main"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
+optional = true
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, <4"
 
 [package.extras]
-brotli = ["brotlipy (>=0.6.0)"]
+brotli = ["brotlicffi (>=0.8.0)", "brotli (>=1.0.9)", "brotlipy (>=0.6.0)"]
 secure = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "certifi", "ipaddress"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.15.0"
+version = "0.18.2"
 description = "The lightning-fast ASGI server."
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 
 [package.dependencies]
-asgiref = ">=3.4.0"
 click = ">=7.0"
 h11 = ">=0.8"
 typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
 
 [package.extras]
-standard = ["websockets (>=9.1)", "httptools (>=0.2.0,<0.3.0)", "watchgod (>=0.6)", "python-dotenv (>=0.13)", "PyYAML (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "colorama (>=0.4)"]
+standard = ["websockets (>=10.0)", "httptools (>=0.4.0)", "watchfiles (>=0.13)", "python-dotenv (>=0.13)", "PyYAML (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "colorama (>=0.4)"]
 
 [[package]]
 name = "wrapt"
-version = "1.12.1"
+version = "1.14.1"
 description = "Module for decorators, wrappers and monkey patching."
 category = "main"
-optional = false
-python-versions = "*"
+optional = true
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
 
 [[package]]
 name = "yarl"
-version = "1.6.3"
+version = "1.8.1"
 description = "Yet another URL library"
 category = "main"
-optional = false
-python-versions = ">=3.6"
+optional = true
+python-versions = ">=3.7"
 
 [package.dependencies]
 idna = ">=2.0"
@@ -636,482 +615,480 @@ typing-extensions = {version = ">=3.7.4", markers = "python_version < \"3.8\""}
 
 [[package]]
 name = "zipp"
-version = "3.5.0"
+version = "3.8.1"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.extras]
-docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
-testing = ["pytest (>=4.6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "jaraco.itertools", "func-timeout", "pytest-black (>=0.3.7)", "pytest-mypy"]
+docs = ["sphinx", "jaraco.packaging (>=9)", "rst.linker (>=1.9)", "jaraco.tidelift (>=1.4)"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.3)", "jaraco.itertools", "func-timeout", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)"]
 
 [extras]
-all = ["aioredis", "aiomcache"]
-dynamodb = []
+all = ["redis", "aiomcache", "aiobotocore"]
+dynamodb = ["aiobotocore"]
 memcache = ["aiomcache"]
-redis = ["aioredis"]
+redis = ["redis"]
 
 [metadata]
 lock-version = "1.1"
 python-versions = "^3.7"
-content-hash = "357bd4908def2e718a48b7f6dd769d497cc4fac4703cc4162be345518c55991f"
+content-hash = "0363e1a32c6d3fc4adea4b2f739bfc37b7d223e66b9fa515d43f43b2c8feea77"
 
 [metadata.files]
-aiobotocore = [
-    {file = "aiobotocore-1.4.1.tar.gz", hash = "sha256:09f06723d1d69c6d407d9a356ca65ab42a5b7b73a45be4b1ed0ed1a6b6057a9f"},
-]
+aiobotocore = []
 aiohttp = [
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+    {file = "yarl-1.8.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:99449cd5366fe4608e7226c6cae80873296dfa0cde45d9b498fefa1de315a09e"},
+    {file = "yarl-1.8.1-cp39-cp39-win32.whl", hash = "sha256:8b0af1cf36b93cee99a31a545fe91d08223e64390c5ecc5e94c39511832a4bb6"},
+    {file = "yarl-1.8.1-cp39-cp39-win_amd64.whl", hash = "sha256:de49d77e968de6626ba7ef4472323f9d2e5a56c1d85b7c0e2a190b2173d3b9be"},
+    {file = "yarl-1.8.1.tar.gz", hash = "sha256:af887845b8c2e060eb5605ff72b6f2dd2aab7a761379373fd89d314f4752abbf"},
 ]
+zipp = []
diff --git a/pyproject.toml b/pyproject.toml
index 19f3c8f..9add35c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "fastapi-cache2"
-version = "0.1.8"
+version = "0.1.9"
 description = "Cache for FastAPI"
 authors = ["long2ice <long2ice@gmail.com>"]
 license = "Apache-2.0"
@@ -18,27 +18,26 @@ include = ["LICENSE", "README.md"]
 python = "^3.7"
 fastapi = "*"
 uvicorn = "*"
-aioredis = {version = "^2.0", optional = true}
-aiomcache = {version = "*", optional = true}
+redis = { version = "^4.2.0rc1", optional = true }
+aiomcache = { version = "*", optional = true }
 pendulum = "*"
-aiobotocore = {version = "^1.4.1", optional = true}
+aiobotocore = { version = "^1.4.1", optional = true }
 
 [tool.poetry.dev-dependencies]
 flake8 = "*"
 isort = "*"
 black = "*"
 pytest = "*"
-bandit = "*"
 
 [build-system]
 requires = ["poetry>=0.12"]
 build-backend = "poetry.masonry.api"
 
 [tool.poetry.extras]
-redis = ["aioredis"]
+redis = ["redis"]
 memcache = ["aiomcache"]
 dynamodb = ["aiobotocore"]
-all = ["aioredis","aiomcache"]
+all = ["redis", "aiomcache", "aiobotocore"]
 
 [tool.black]
 line-length = 100