I'm trying to test an async request but I didn't find how to do. I tried with patch decorator, with AsyncMock... Everytime, I had either aexit error or AsyncMock can't be used in await expression... Where am I wrong ?
class RequestService:
async def requestPostPicture(self, session: aiohttp.ClientSession, photoData: dict):
try:
with aiohttp.MultipartWriter('form-data') as mpwriter:
part = mpwriter.append(photoData['file'][1],{'content-type': photoData['file'][2]})
part.set_content_disposition('form-data', name='file', filename=photoData['file'][0])
async with session.post('https://www.api-url.com', data=mpwriter, headers=self.headers) as resp:
if isinstance(resp, dict):
return resp
apiResponse = await resp.json
return apiResponse
except Exception as error:
return {'error': str(error)}
My test :
class TestRequestService(IsolatedAsyncioTestCase):
#patch('aiohttp.ClientSession.post')
async def testRequestPostPictureDict(self, mockPost):
mockPost.__aenter__.return_value = {"error": "test"}
requestservice = RequestService()
pictureTest = {'file': ('photodatatest.jpg', 'photodatatest', 'image/jpeg')}
connector = aiohttp.TCPConnector(limit=15)
async with aiohttp.ClientSession(connector=connector) as sessionPicture:
returnValue = await requestservice.requestPostPicture(sessionPicture, pictureTest)
self.assertEqual(returnValue, {'error': 'test'})
async def testRequestPostPictureDict(self):
mock = aiohttp.ClientSession
mock.post = MagicMock()
mock.post.return_value.__aenter__.return_value = {'error': 'test'}
I have a piece of code which uses asyncio.gather to make simultaneous requests:
estimated_income, judicial_records = await asyncio.gather(
*(client.get_estimated_income(), client.get_judicial_records()), return_exceptions=True
)
# `client.get_estimated_income()` calls `CREDIT_BUREAU_URL`
# `client.get_judicial_records()` calls `NATIONAL_ARCHIVES_URL`
In my tests I'm trying to simulate some scenarios by mocking the requests status:
mock_aioresponse.get(NATIONAL_ARCHIVES_URL, status=200)
mock_aioresponse.get(CREDIT_BUREAU_URL, status=400)
If I run a single test, it works as expected but if I run more than one (and the others don't even have to use mock_aioresponse) I reach that piece of code twice and start to get some Connection refused errors in the second time (the first one works just fine) - which propagates to the tests making they fail.
The weirdest thing to me is reaching that function twice if I run more than one test.
How can I use aioresponses to accomplish my test cases?
CODE:
# main.py
#app.get(
"/leads/{lead_id}/sales_pipeline",
response_model=LeadRead,
responses={status.HTTP_404_NOT_FOUND: {"model": NotFoundResponse}},
)
def sales_pipeline(lead_id: int, db: Session = Depends(get_db)):
lead = db.get(Lead, lead_id)
if not lead:
raise HTTPException(status_code=404, detail="Lead not found")
pipeline_history = PipelineHistory(lead_id=lead.id)
db.add(pipeline_history)
db.commit()
db.refresh(pipeline_history)
# dispatch an event to handlers.py
dispatch(event_name=SALES_PIPELINE_ENTRYPOINT_EVENT_NAME, payload={"id": pipeline_history.id})
return lead
# handlers.py
async def _check_if_lead_is_able_to_become_prospect(
client: LeadExternalSystemsClient,
) -> Tuple[Optional[bool], Optional[str]]:
error_messages: List[str] = []
estimated_income, judicial_records = await asyncio.gather(
*(client.get_estimated_income(), client.get_judicial_records()), return_exceptions=True
)
if isinstance(estimated_income, LeadExternalSystemsClient.LeadExternalSystemsException):
error_messages.append("Credit Bureau network error")
if isinstance(judicial_records, LeadExternalSystemsClient.LeadExternalSystemsException):
error_messages.append("National Archives network error")
# more code
# `LeadExternalSystemsClient` class at client.py
class LeadExternalSystemsClient:
class LeadExternalSystemsException(Exception):
pass
def __init__(self, lead: Lead, timeout: int = 30):
self.lead = lead
self._session = ClientSession(
timeout=ClientTimeout(total=timeout),
connector=TCPConnector(limit=30, ssl=False),
raise_for_status=True,
)
async def __aenter__(self) -> "LeadExternalSystemsClient":
return self
async def __aexit__(self, *_, **__) -> None:
await self._session.close()
async def _request(self, method: str, url: str) -> Any:
try:
response = self._session.request(method=method, url=url)
return await response.json()
except ClientError as exception:
raise self.LeadExternalSystemsException(str(exception))
async def get_estimated_income(self) -> Dict[str, float]:
result = await self._request(method="GET", url=CREDIT_BUREAU_URL)
# more code
async def get_judicial_records(self) -> List[Dict[str, str]]:
result = await self._request(method="GET", url=NATIONAL_ARCHIVES_URL)
# more code
# tests
#pytest.mark.usefixtures("mock_engine_for_test")
def test_estimated_income_network_error(client, lead, mocker, mock_aioresponse):
# GIVEN
mocker.patch(
"app.consumers.handlers.LeadExternalSystemsClient.personal_information_is_valid",
return_value=True,
)
mock_aioresponse.get(NATIONAL_ARCHIVES_URL, status=200)
mock_aioresponse.get(CREDIT_BUREAU_URL, status=400)
# WHEN
response = client.get(f"/leads/{lead.id}/sales_pipeline")
result = client.get(f"/leads/{lead.id}").json()
# THEN
assert response.status_code == status.HTTP_200_OK
assert result["is_prospect"] is False
assert len(result["pipeline_histories"]) == 1
assert result["pipeline_histories"][0]["started_at"] is not None
assert result["pipeline_histories"][0]["finished_at"] is not None
assert result["pipeline_histories"][0]["extra_infos"] == "Credit Bureau network error"
assert result["pipeline_histories"][0]["status"] == PipelineStatus.NETWORK_ERROR.name
Looks like the solution is to pass repeat=True to aioresponses().get()
https://bytemeta.vip/repo/pnuckowski/aioresponses/issues/205
I have such middleware
class RequestContext(BaseHTTPMiddleware):
async def dispatch(self, request: Request, call_next: RequestResponseEndpoint):
request_id = request_ctx.set(str(uuid4())) # generate uuid to request
body = await request.body()
if body:
logger.info(...) # log request with body
else:
logger.info(...) # log request without body
response = await call_next(request)
response.headers['X-Request-ID'] = request_ctx.get()
logger.info("%s" % (response.status_code))
request_ctx.reset(request_id)
return response
So the line body = await request.body() freezes all requests that have body and I have 504 from all of them. How can I safely read the request body in this context? I just want to log request parameters.
I would not create a Middleware that inherits from BaseHTTPMiddleware since it has some issues, FastAPI gives you a opportunity to create your own routers, in my experience this approach is way better.
from fastapi import APIRouter, FastAPI, Request, Response, Body
from fastapi.routing import APIRoute
from typing import Callable, List
from uuid import uuid4
class ContextIncludedRoute(APIRoute):
def get_route_handler(self) -> Callable:
original_route_handler = super().get_route_handler()
async def custom_route_handler(request: Request) -> Response:
request_id = str(uuid4())
response: Response = await original_route_handler(request)
if await request.body():
print(await request.body())
response.headers["Request-ID"] = request_id
return response
return custom_route_handler
app = FastAPI()
router = APIRouter(route_class=ContextIncludedRoute)
#router.post("/context")
async def non_default_router(bod: List[str] = Body(...)):
return bod
app.include_router(router)
Works as expected.
b'["string"]'
INFO: 127.0.0.1:49784 - "POST /context HTTP/1.1" 200 OK
In case you still wanted to use BaseHTTP, I recently ran into this problem and came up with a solution:
Middleware Code
from starlette.middleware.base import BaseHTTPMiddleware
from starlette.requests import Request
import json
from .async_iterator_wrapper import async_iterator_wrapper as aiwrap
class some_middleware(BaseHTTPMiddleware):
async def dispatch(self, request:Request, call_next:RequestResponseEndpoint):
# --------------------------
# DO WHATEVER YOU TO DO HERE
#---------------------------
response = await call_next(request)
# Consuming FastAPI response and grabbing body here
resp_body = [section async for section in response.__dict__['body_iterator']]
# Repairing FastAPI response
response.__setattr__('body_iterator', aiwrap(resp_body)
# Formatting response body for logging
try:
resp_body = json.loads(resp_body[0].decode())
except:
resp_body = str(resp_body)
async_iterator_wrapper Code from
TypeError from Python 3 async for loop
class async_iterator_wrapper:
def __init__(self, obj):
self._it = iter(obj)
def __aiter__(self):
return self
async def __anext__(self):
try:
value = next(self._it)
except StopIteration:
raise StopAsyncIteration
return value
I really hope this can help someone! I found this very helpful for logging.
Big thanks to #Eddified for the aiwrap class
You can do this safely with a generic ASGI middleware:
from typing import Iterable, List, Protocol, Generator
import pytest
from starlette.responses import Response
from starlette.testclient import TestClient
from starlette.types import ASGIApp, Scope, Send, Receive, Message
class Logger(Protocol):
def info(self, message: str) -> None:
...
class BodyLoggingMiddleware:
def __init__(
self,
app: ASGIApp,
logger: Logger,
) -> None:
self.app = app
self.logger = logger
async def __call__(self, scope: Scope, receive: Receive, send: Send) -> None:
if scope["type"] != "http":
await self.app(scope, receive, send)
return
done = False
chunks: "List[bytes]" = []
async def wrapped_receive() -> Message:
nonlocal done
message = await receive()
if message["type"] == "http.disconnect":
done = True
return message
body = message.get("body", b"")
more_body = message.get("more_body", False)
if not more_body:
done = True
chunks.append(body)
return message
try:
await self.app(scope, wrapped_receive, send)
finally:
while not done:
await wrapped_receive()
self.logger.info(b"".join(chunks).decode()) # or somethin
async def consume_body_app(scope: Scope, receive: Receive, send: Send) -> None:
done = False
while not done:
msg = await receive()
done = "more_body" not in msg
await Response()(scope, receive, send)
async def consume_partial_body_app(scope: Scope, receive: Receive, send: Send) -> None:
await receive()
await Response()(scope, receive, send)
class TestException(Exception):
pass
async def consume_body_and_error_app(scope: Scope, receive: Receive, send: Send) -> None:
done = False
while not done:
msg = await receive()
done = "more_body" not in msg
raise TestException
async def consume_partial_body_and_error_app(scope: Scope, receive: Receive, send: Send) -> None:
await receive()
raise TestException
class TestLogger:
def __init__(self, recorder: List[str]) -> None:
self.recorder = recorder
def info(self, message: str) -> None:
self.recorder.append(message)
#pytest.mark.parametrize(
"chunks, expected_logs", [
([b"foo", b" ", b"bar", b" ", "baz"], ["foo bar baz"]),
]
)
#pytest.mark.parametrize(
"app",
[consume_body_app, consume_partial_body_app]
)
def test_body_logging_middleware_no_errors(chunks: Iterable[bytes], expected_logs: Iterable[str], app: ASGIApp) -> None:
logs: List[str] = []
client = TestClient(BodyLoggingMiddleware(app, TestLogger(logs)))
def chunk_gen() -> Generator[bytes, None, None]:
yield from iter(chunks)
resp = client.get("/", data=chunk_gen())
assert resp.status_code == 200
assert logs == expected_logs
#pytest.mark.parametrize(
"chunks, expected_logs", [
([b"foo", b" ", b"bar", b" ", "baz"], ["foo bar baz"]),
]
)
#pytest.mark.parametrize(
"app",
[consume_body_and_error_app, consume_partial_body_and_error_app]
)
def test_body_logging_middleware_with_errors(chunks: Iterable[bytes], expected_logs: Iterable[str], app: ASGIApp) -> None:
logs: List[str] = []
client = TestClient(BodyLoggingMiddleware(app, TestLogger(logs)))
def chunk_gen() -> Generator[bytes, None, None]:
yield from iter(chunks)
with pytest.raises(TestException):
client.get("/", data=chunk_gen())
assert logs == expected_logs
if __name__ == "__main__":
import os
pytest.main(args=[os.path.abspath(__file__)])
Turns out await request.json() can only be called once per the request cycle. So if you need to access the request body in multiple middlewares for filtering or authentication etc then there's a work around which is to create a custom middleware that copies the contents of request body in request.state. The middleware should be loaded as early as necessary. Each middleware next in chain or controller can then access the request body from request.state instead of calling await request.json() again. Here's a example:
class CopyRequestMiddleware(BaseHTTPMiddleware):
async def dispatch(self, request: Request, call_next):
request_body = await request.json()
request.state.body = request_body
response = await call_next(request)
return response
class LogRequestMiddleware(BaseHTTPMiddleware):
async def dispatch(self, request: Request, call_next):
# Since it'll be loaded after CopyRequestMiddleware it can access request.state.body.
request_body = request.state.body
print(request_body)
response = await call_next(request)
return response
The controller will access request body from request.state as well
request_body = request.state.body
Just because such solution not stated yet, but it's worked for me:
from typing import Callable, Awaitable
from starlette.middleware.base import BaseHTTPMiddleware
from starlette.requests import Request
from starlette.responses import StreamingResponse
from starlette.concurrency import iterate_in_threadpool
class LogStatsMiddleware(BaseHTTPMiddleware):
async def dispatch( # type: ignore
self, request: Request, call_next: Callable[[Request], Awaitable[StreamingResponse]],
) -> Response:
response = await call_next(request)
response_body = [section async for section in response.body_iterator]
response.body_iterator = iterate_in_threadpool(iter(response_body))
logging.info(f"response_body={response_body[0].decode()}")
return response
def init_app(app):
app.add_middleware(LogStatsMiddleware)
iterate_in_threadpool actually making from iterator object async Iterator
If you look on implementation of starlette.responses.StreamingResponse you'll see, that this function used exactly for this
If you only want to read request parameters, best solution i found was to implement a "route_class" and add it as arg when creating the fastapi.APIRouter, this is because parsing the request within the middleware is considered problematic
The intention behind the route handler from what i understand is to attach exceptions handling logic to specific routers, but since it's being invoked before every route call, you can use it to access the Request arg
Fastapi documentation
You could do something as follows:
class MyRequestLoggingRoute(APIRoute):
def get_route_handler(self) -> Callable:
original_route_handler = super().get_route_handler()
async def custom_route_handler(request: Request) -> Response:
body = await request.body()
if body:
logger.info(...) # log request with body
else:
logger.info(...) # log request without body
try:
return await original_route_handler(request)
except RequestValidationError as exc:
detail = {"errors": exc.errors(), "body": body.decode()}
raise HTTPException(status_code=422, detail=detail)
return custom_route_handler
The issue is in Uvicorn. The FastAPI/Starlette::Request class does cache the body, but the Uvicorn function RequestResponseCycle::request() does not, so if you instantiate two or more Request classes and ask for the body(), only the instance that asks for the body first will have a valid body.
I solved creating a mock function that returns a cached copy of the request():
class LogRequestsMiddleware:
def __init__(self, app:ASGIApp) -> None:
self.app = app
async def __call__(self, scope: Scope, receive: Receive, send: Send) -> None:
receive_cached_ = await receive()
async def receive_cached():
return receive_cached_
request = Request(scope, receive = receive_cached)
# do what you need here
await self.app(scope, receive_cached, send)
app.add_middleware(LogRequestsMiddleware)
I want multi requests using aiohttp.
I was wrapping aiohttp like this, and i was test like this
my code
import asyncio
from aiohttp import ClientSession as AioClientSession
class ClientSession(AioClientSession):
async def _get(self, session, url, params=None, **kwargs):
async with session.get(url, params=params, **kwargs) as response:
return await response.json()
async def _post(self, session, url, data=None, **kwargs):
async with session.post(url, data=data, **kwargs) as response:
return await response.json()
async def fetch_all(self, method, urls, loop, data=None, params=None, **kwargs):
async with AioClientSession(loop=loop) as session:
if method == "GET":
results = await asyncio.gather(*[self._get(session, url, params=params, **kwargs) for url in urls])
elif method == "POST":
results = await asyncio.gather(*[self._post(session, url, data=data, **kwargs) for url in urls])
else:
assert False
return results
def multi_requests_get(urls, params=None, **kwargs):
session = ClientSession()
loop = asyncio.get_event_loop()
result = loop.run_until_complete(session.fetch_all("GET", urls, loop, params=params, **kwargs))
session.close()
return result
def multi_requests_post(urls, data=None, **kwargs):
session = ClientSession()
loop = asyncio.get_event_loop()
result = loop.run_until_complete(session.fetch_all("POST", urls, loop, data=data, **kwargs))
session.close()
return result
test code
urls = ["https://httpbin.org/get?{}={}".format(x, x) for x in range(10)]
result = multi_requests_get(urls=urls)
assert result
assert result[0]["args"] == {"0": "0"}
assert result[1]["args"] == {"1": "1"}
but this test return Warning like this:
The object should be created from async function
loop=loop)
How can I avoid this warning?
Here is the full traceback
============================================================================= warnings summary ==============================================================================
base/tests/test_aiohttp.py::AioHttpTest::test_get
/path/server/base/requests.py:122: DeprecationWarning: The object should be created from async function
session = ClientSession()
base/tests/test_aiohttp.py::AioHttpTest::test_get
base/tests/test_aiohttp.py::AioHttpTest::test_post
/env_path/lib/python3.6/site-packages/aiohttp/connector.py:730: DeprecationWarning: The object should be created from async function
loop=loop)
base/tests/test_aiohttp.py::AioHttpTest::test_get
base/tests/test_aiohttp.py::AioHttpTest::test_post
/env_path/lib/python3.6/site-packages/aiohttp/connector.py:735: DeprecationWarning: The object should be created from async function
resolver = DefaultResolver(loop=self._loop)
base/tests/test_aiohttp.py::AioHttpTest::test_get
base/tests/test_aiohttp.py::AioHttpTest::test_post
/env_path/lib/python3.6/site-packages/aiohttp/cookiejar.py:55: DeprecationWarning: The object should be created from async function
super().__init__(loop=loop)
base/tests/test_aiohttp.py::AioHttpTest::test_get
/path/darae/server/base/requests.py:125: RuntimeWarning: coroutine 'ClientSession.close' was never awaited
session.close()
base/tests/test_aiohttp.py::AioHttpTest::test_post
/path/server/base/requests.py:131: DeprecationWarning: The object should be created from async function
session = ClientSession()
base/tests/test_aiohttp.py::AioHttpTest::test_post
/path/server/base/requests.py:134: RuntimeWarning: coroutine 'ClientSession.close' was never awaited
session.close()
-- Docs: https://docs.pytest.org/en/latest/warnings.html
=================================================================== 2 passed, 10 warnings in 1.93 seconds ===================================================================
You may take a look at the simple working example from here and find a place where to place your aiohttp.ClientSession() as client:
import aiohttp
import asyncio
async def fetch(client):
async with client.get('http://python.org') as resp:
assert resp.status == 200
return await resp.text()
async def main():
async with aiohttp.ClientSession() as client:
html = await fetch(client)
print(html)
loop = asyncio.get_event_loop()
loop.run_until_complete(main())
aiohttp.ClientSession class MUST be instantiated inside coroutine function, not just a function.
All you need to do:
Remove parent class from your ClientSession - you already use it explicitly in your fetch_all and you don't need it there anymore.
Remove calls of session.close() - session DO close automatically by context manager in fetch_all.
I am writing a helper class for handling multiple urls request in asynchronous way. The code is following.
class urlAsyncClient(object):
def __init__(self, url_arr):
self.url_arr = url_arr
async def async_worker(self):
result = await self.__run()
return result
async def __run(self):
pending_req = []
async with aiohttp.ClientSession() as session:
for url in self.url_arr:
r = self.__fetch(session, url)
pending_req.append(r)
#Awaiting the results altogether instead of one by one
result = await asyncio.wait(pending_req)
return result
#staticmethod
async def __fetch(session, url):
async with session.get(url) as response: #ERROR here
status_code = response.status
if status_code == 200:
return await response.json()
else:
result = await response.text()
print('Error ' + str(response.status_code) + ': ' + result)
return {"error": result}
As awaiting the result one by one seems meaningless in asynchronous. I put them into an array and wait together by await asyncio.wait(pending_req).
But seems like it is not the correct way to do it as I get the following error
in __fetch async with session.get(url) as response: RuntimeError: Session is closed
May I know the correct way to do it? Thanks.
because session has closed before you await it
async with aiohttp.ClientSession() as session:
for url in self.url_arr:
r = self.__fetch(session, url)
pending_req.append(r)
#session closed hear
you can make session an argument to __run, like this
async def async_worker(self):
async with aiohttp.ClientSession() as session:
result = await self.__run(session)
return result
# session will close hear
async def __run(self, session):
pending_req = []
for url in self.url_arr:
r = self.__fetch(session, url)
pending_req.append(r)
#Awaiting the results altogether instead of one by one
result = await asyncio.wait(pending_req)
return result