Cache for FastAPI
fastapi-cache is a tool to cache fastapi response and function result, with backends support redis, memcache,
and dynamodb.
redis, memcache, dynamodb, and in-memory backends.fastapi.ETag and Cache-Control.asyncio environment.redis if use RedisBackend.memcache if use MemcacheBackend.aiobotocore if use DynamoBackend.> pip install fastapi-cache2
or
> pip install "fastapi-cache2[redis]"
or
> pip install "fastapi-cache2[memcache]"
or
> pip install "fastapi-cache2[dynamodb]"
from fastapi import FastAPI
from starlette.requests import Request
from starlette.responses import Response
from fastapi_cache import FastAPICache
from fastapi_cache.backends.redis import RedisBackend
from fastapi_cache.decorator import cache
from redis import asyncio as aioredis
app = FastAPI()
@cache()
async def get_cache():
return 1
@app.get("/")
@cache(expire=60)
async def index():
return dict(hello="world")
@app.on_event("startup")
async def startup():
redis = aioredis.from_url("redis://localhost", encoding="utf8", decode_responses=True)
FastAPICache.init(RedisBackend(redis), prefix="fastapi-cache")
Firstly you must call FastAPICache.init on startup event of fastapi, there are some global config you can pass in.
cache decoratorIf you want cache fastapi response transparently, you can use cache as decorator between router decorator and view
function and must pass request as param of view function.
| Parameter | type, description |
|---|---|
| expire | int, states a caching time in seconds |
| namespace | str, namespace to use to store certain cache items |
| coder | which coder to use, e.g. JsonCoder |
| key_builder | which key builder to use, default to builtin |
You can also use cache as decorator like other cache tools to cache common function result.
By default use JsonCoder, you can write custom coder to encode and decode cache result, just need
inherit fastapi_cache.coder.Coder.
@app.get("/")
@cache(expire=60, coder=JsonCoder)
async def index():
return dict(hello="world")
By default use builtin key builder, if you need, you can override this and pass in cache or FastAPICache.init to
take effect globally.
def my_key_builder(
func,
namespace: Optional[str] = "",
request: Request = None,
response: Response = None,
*args,
**kwargs,
):
prefix = FastAPICache.get_prefix()
cache_key = f"{prefix}:{namespace}:{func.__module__}:{func.__name__}:{args}:{kwargs}"
return cache_key
@app.get("/")
@cache(expire=60, coder=JsonCoder, key_builder=my_key_builder)
async def index():
return dict(hello="world")
InMemoryBackend store cache data in memory and use lazy delete, which mean if you don't access it after cached, it
will not delete automatically.
coverage run -m pytest
coverage html
xdg-open htmlcov/index.html
This project is licensed under the Apache-2.0 License.