Add support for httpx as backend #1085

jakkdl · 2024-02-02T15:34:12Z

First step of #749 as described in #749 (comment)

I was tasked with implementing this, but it's been a bit of a struggle not being very familiar with aiohttp, httpx or aiobotocore - and there being ~zero in-line types. But I think I've fixed enough of the major problems that it's probably useful to share my progress.

There's a bunch of random types added. I can split those off into a separate PR or remove if requested. Likewise for from __future__ import annotations.

TODO:

exceptions

retryable_exceptions: mostly just need to go through all httpx exceptions and decide which ones are fine
- I have done a first pass, but it's quite possible there's more of them as I'm unfamiliar with this, so would be great if somebody else took a look through https://pydoc.dev/httpx/latest/classIndex.html

The mapping between httpx exceptions and aiobotocore exceptions can likely be improved.

aiobotocore/aiobotocore/httpsession.py

Lines 478 to 534 in b19bc09

    
           # **previous exception mapping** 
        
           # aiohttp.ClientSSLError -> SSLError 
        
           # aiohttp.ClientProxyConnectiorError 
        
           # aiohttp.ClientHttpProxyError -> ProxyConnectionError 
        
           # aiohttp.ServerDisconnectedError 
        
           # aiohttp.ClientPayloadError 
        
           # aiohttp.http_exceptions.BadStatusLine -> ConnectionClosedError 
        
           # aiohttp.ServerTimeoutError -> ConnectTimeoutError|ReadTimeoutError 
        
           # aiohttp.ClientConnectorError 
        
           # aiohttp.ClientConnectionError 
        
           # socket.gaierror -> EndpointConnectionError 
        
           # asyncio.TimeoutError -> ReadTimeoutError 
        
           # **possible httpx exception mapping** 
        
           # httpx.CookieConflict 
        
           # httpx.HTTPError 
        
           # * httpx.HTTPStatusError 
        
           # * httpx.RequestError 
        
           #   * httpx.DecodingError 
        
           #   * httpx.TooManyRedirects 
        
           # * httpx.TransportError 
        
           #   * httpx.NetworkError 
        
           #     * httpx.CloseError -> ConnectionClosedError 
        
           #     * httpx.ConnectError -> EndpointConnectionError 
        
           #     * httpx.ReadError 
        
           #     * httpx.WriteError 
        
           #   * httpx.ProtocolError 
        
           #     * httpx.LocalProtocolError -> SSLError?? 
        
           #     * httpx.RemoteProtocolError 
        
           #   * httpx.ProxyError -> ProxyConnectionError 
        
           #   * httpx.TimeoutException 
        
           #     * httpx.ConnectTimeout -> ConnectTimeoutError 
        
           #     * httpx.PoolTimeout 
        
           #     * httpx.ReadTimeout -> ReadTimeoutError 
        
           #     * httpx.WriteTimeout 
        
           #   * httpx.UnsupportedProtocol 
        
           # * httpx.InvalidURL 
        
           except httpx.ConnectError as e: 
        
               raise EndpointConnectionError(endpoint_url=request.url, error=e) 
        
           except (socket.gaierror,) as e: 
        
               raise EndpointConnectionError(endpoint_url=request.url, error=e) 
        
           except asyncio.TimeoutError as e: 
        
               raise ReadTimeoutError(endpoint_url=request.url, error=e) 
        
           except httpx.ReadTimeout as e: 
        
               raise ReadTimeoutError(endpoint_url=request.url, error=e) 
        
           except NotImplementedError: 
        
               raise 
        
           except Exception as e: 
        
               message = 'Exception received when sending urllib3 HTTP request' 
        
               logger.debug(message, exc_info=True) 
        
               raise HTTPClientError(error=e)

proxy support
- postponed to later PR
- this was previously handled per-request, ~~but AFAICT you can only configure proxies per-client in httpx. So need to move the logic for it, and cannot use botocore.httpsession.ProxyConfiguration.proxy_[url,headers]_for(request.url)~~
  - see https://www.encode.io/httpcore/proxies/ for how to handle it per-request
- raising of ProxyConnectionError is very ugly atm, and probably not "correct"?
- ~~BOTO_EXPERIMENTAL__ADD_PROXY_HOST_HEADER~~
  - ~~seems not possible to do when configuring proxies per-client?~~
wrap io.IOBase data in a non-sync-iterable async iterable
- converted to bytes for now.
I have added change info to CHANGES.rst

No longer TODOs after changing the scope to implement httpx alongside aiohttp:

test_patches previously cared about aiohttp. That can probably be retired?
replace aiohttp with httpx in tests.mock_server.AIOServer?
The following connector_args now raise NotImplementedError:
- use_dns_cache: did not find any mentions of dns caches on a quick skim of httpx docs
- force_close: same. Can maybe find out more by digging into docs on what this option does in aiohttp.
- resolver: this is an aiohttp.abc.AbstractResolver which is obviously a no-go.
  - raise error for code passing this
  - figure out equivalent functionality for httpx
url's were previously wrapped with yarl.URL(url, encoding=True). httpx does not support yarl. I don't know what this achieved (maybe the non-normalization??), so skipping it for now.

Some extra tests would probably also be good, but not super critical when we're just implementing httpx alongside aiohttp.

aiobotocore/awsrequest.py

thehesiod · 2024-02-02T23:52:33Z

aiobotocore/httpsession.py

+
+            # previously data was wrapped in _IOBaseWrapper
+            # github.com/aio-libs/aiohttp/issues/1907
+            # I haven't researched whether that's relevant with httpx.


ya silly decision of aiohttp, they took over the stream. Most likely httpx does the right thing. I think to get around the sync/async thing we can just make a stream wrapper that hides the relevant methods...I think I did this somewhere...will try to remember

Would the current tests catch if httpx didn't do the right thing?

jakkdl · 2024-02-06T14:06:50Z

I started wondering whether response.StreamingBody should wrap httpx.Response or one of its iterators (aiter_bytes, aiter_text, aiter_lines or aiter_raw), but am now starting to think that maybe it doesn't make sense to have at all and we should just surface the httpx.Response object to the user and let them handle it as they want.

The way that aiohttp.StreamReader behaves is just different enough that providing a translation layer that handles httpx.Response streams the same way becomes quite clunky/inefficient/tricky/very different. StreamingBody.iter_chunks should be done by specifying chunk size when calling httpx.Response.aiter_bytes, and StreamingBody.iter_lines should use httpx.Response.aiter_lines, but the current API does nothing to stop you from reading one chunk, then one byte, but httpx.Response (very reasonably) only lets you initialize the iterators once.
Implementing iter_chunks/iter_lines/etc as reading one byte at a time with await anext() on an aiter_raw sounds awful, since there's no read() method that can return a set number of bytes. That in general makes StreamingBody.read() quite clunky to implement.

codecov · 2024-02-19T12:39:21Z

Codecov Report

Attention: Patch coverage is 71.38365% with 91 lines in your changes missing coverage. Please review.

Project coverage is 89.06%. Comparing base (17feaa1) to head (550b660).

Files with missing lines	Patch %	Lines
aiobotocore/httpsession.py	69.56%	35 Missing ⚠️
tests/test_basic_s3.py	64.93%	27 Missing ⚠️
tests/conftest.py	66.00%	17 Missing ⚠️
aiobotocore/awsrequest.py	68.75%	5 Missing ⚠️
aiobotocore/_endpoint_helpers.py	75.00%	2 Missing ⚠️
aiobotocore/endpoint.py	85.71%	2 Missing ⚠️
tests/test_lambda.py	83.33%	2 Missing ⚠️
tests/python3.8/test_eventstreams.py	50.00%	1 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##           master    #1085      +/-   ##
==========================================
- Coverage   89.84%   89.06%   -0.78%     
==========================================
  Files          67       67              
  Lines        6086     6349     +263     
==========================================
+ Hits         5468     5655     +187     
- Misses        618      694      +76

Flag	Coverage Δ
unittests	`89.06% <71.38%> (-0.78%)`	⬇️

Flags with carried forward coverage won't be shown. Click here to find out more.

☔ View full report in Codecov by Sentry.
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jakkdl · 2024-02-19T14:35:51Z

Whooooo, all tests are passing!!!!
though I did an ugly with test_non_normalized_key_paths - I understand nothing about that test so I currently made the test pass if httpx returns a normalized path.

current TODOs:

I should add a command-line parameter that sets the http backend to be tested, so I can set up a CI environment without httpx installed to make sure that works.
Retryable exceptions.
- Maybe try to write a test for it
figure out the branches in convert_to_response_dict.
- I think they're fine?
~~figure out proxies, or ~~raise NotImplementedError.
- There is at least one test that sorta checks it so if raising I need to work around it.
Maybe add test for http_session_cls
Add documentation - RTD is broken?

codecov is very sad, but most of that is due to me duplicating code that wasn't covered to start with, or extending tests that aren't run in CI. I'll try to make it very slightly less sad, but making it completely unsad is very much out of scope for this PR.

Likewise RTD is failing ... and I think that's unrelated to the PR?

Add no-httpx run to CI on 3.12 Tests can now run without httpx installed. Exclude `if TYPE_CHECKING` blocks from coverage. various code cleanup

…ive errors on connector args not compatible with httpx. Remove proxy code and raise NotImplementedError. fix/add tests

jakkdl · 2024-02-21T09:23:55Z

@thejcannon @aneeshusa if you wanna do a review pass

jakkdl · 2024-03-20T10:41:02Z

Hey @thehesiod what's the feeling on this? It is turning out to be a messier and more disruptive change than initially thought in #749. I can pull out some of the changes to a separate PR to make this a bit smaller at least

thehesiod · 2024-03-20T16:53:24Z

hey sorry been down with a cold, will look asap. I don't mind big PRs

thehesiod · 2024-03-20T16:56:43Z

tests/test_basic_s3.py

+    if httpx and isinstance(aio_session, httpx.AsyncClient):
+        async with aio_session.stream("GET", presigned_url) as resp:
+            data = await resp.aread()


what do you think of making an adapter class so no test changes are necessary. We can expose the raw stream via a new property if needed

no test changes is not going to be possible - see #1085 (comment). But I could try to make one that implements a bunch of the basic functionality which would minimize test changes.

well, translating between await resp.read() and await resp.aread() with an adapter class is trivial.

But having an adapter class turn calls to resp['Body'].close() into await resp['Body'].aclose...
I guess it's possible in theory to hook into the currently running async framework and run .aclose() from a sync .close() in an adapter class... but that feels like a very bad idea. Especially as we're looking to support anyio and structured concurrency.

I suppose I could write a wrapper class that .. only translates read->aread, and gives specific errors for the other ones? It could maybe help transitioning code currently written, but I think perhaps more appropriate is to if/when dropping aiohttp we make the adapter class raise DeprecationError if calling .read() or .close().

I think the issue is you didn't wrap the body in the StreamingBody, that will solve these issues. For the close I think aiohttp did a bad decision, it should have been an async method. I think we should have a sync close method on the StreamingBody that creates a task around aclose and returns that task. That way if you call it sync it will be fine because eventually it will get closed, and if you want you can await it to wait for it to actually get closed.

thehesiod · 2024-03-20T16:57:52Z

tests/test_basic_s3.py

+    if current_http_backend == 'httpx':
+        assert key == 'key./name'
+    else:
+        assert key == 'key./././name'


hmm, ya this needs to be fixed. We can't have the response changing. This should match whatever botocore does, if current way is incorrect this is fine, otherwise needs to be fixed

The current behaviour is indeed how botocore handles it:
https://github.com/boto/botocore/blob/970d577087d404b0927cc27dc57178e01a3371cd/tests/integration/test_s3.py#L599-L606
so I'll have to do some digging

digging success!... but looks like it needs changes in upstream httpx to get fixed.

When we call self._session.build_request in

aiobotocore/aiobotocore/httpsession.py

Lines 451 to 456 in b19bc09

httpx_request = self._session.build_request(

method=request.method,

url=url,

headers=headers,

content=content,

)

httpx turns the string url into a httpx.URL object, which explicitly normalizes the path https://github.com/encode/httpx/blob/392dbe45f086d0877bd288c5d68abf860653b680/httpx/_urlparse.py#L387

We can manually create a httpx.URL object to be passed into httpx.build_request, but there's no parameter that control normalization, so at that point we'd have to create a subclass of httpx.URL or something to customize the behaviour.

I can open an issue for it in the httpx repo, but I'll first try to figure out why botocore seems to explicitly not want to normalize the path.

Okay so the reason these slashes aren't normalized is because having slashes (and periods) in a key name is allowed
But I think if we can replace the slashes in the key name with %2F somewhere along the chain then I think it'll be handled correctly.

the current percent encoding happens deep within the guts of botocore, where they explicitly mark / as safe for some reason: https://github.com/boto/botocore/blob/970d577087d404b0927cc27dc57178e01a3371cd/botocore/serialize.py#L520
Why? no clue. Can it be marked unsafe? I tried and ran unit tests and some functional tests in botocore/, and some tests did start to fail - though unclear if they're bad errors or just defensive asserts.

This has been requested in httpx since forever: encode/httpx#1805
let's see if me offering to write a PR can give it some traction.

ya main thing is downstream consumers may be doing string matching and could break logic

appreciate the digging!

turns out httpx does have a way to do it now! encode/httpx#1805 (reply in thread)

aiobotocore/_endpoint_helpers.py

aiobotocore/httpsession.py

thehesiod · 2024-04-08T17:46:46Z

btw check out: https://awslabs.github.io/aws-crt-python/api/http.html#awscrt.http.HttpClientConnection perhaps we should go in that direction so it will be complete AWS impl

thehesiod · 2024-04-08T17:46:57Z

discussion here: #1106

thehesiod · 2024-08-09T21:16:21Z

back from my trip, will look asap, also need to add Jacob as a helper to review these, so much to do, so little time ;)

jakkdl · 2024-10-19T14:16:31Z

CI failure is/was pre-commit/pre-commit-hooks#1101

jakkdl · 2024-10-19T14:34:34Z

I could make some small improvements to the codecov (but a lot of it is because I've duplicated previously uncovered code), but otherwise I'm still mostly just waiting for review :)

thehesiod · 2025-02-25T21:48:26Z

sorry for taking so long, mind updating this pr? looks pretty good, just needs the in-depth review I promised (and have failed to provide yet, sorry!)

jakkdl · 2025-02-27T16:30:58Z

sorry for taking so long, mind updating this pr? looks pretty good, just needs the in-depth review I promised (and have failed to provide yet, sorry!)

since switching over to uv I'm not quite sure how to properly do a run in CI where httpx isn't installed, but otherwise I think this should be good. I've definitely forgotten .. a lot of details though 😅

jakob-keller · 2025-02-27T20:40:04Z

.github/workflows/ci-cd.yml

@@ -88,6 +88,15 @@ jobs:
        COLOR: 'yes'
      run: |
        uv run make mototest
+    # TODO: I don't know how to do this properly with uv-managed venv


You could move httpx from dependency group dev into a new one, such as httpx, and also make that dependency group a default one. Then it would be as simple as uv run --no-group httpx.

jakob-keller · 2025-02-27T20:44:18Z

aiobotocore/endpoint.py

 DEFAULT_HTTP_SESSION_CLS = AIOHTTPSession


-async def convert_to_response_dict(http_response, operation_model):


While I personally like type annotations a lot, this code is based on upstream (botocore) and we strive to keep it closely aligned to simplify version bumps. Please do not add type annotations as part of this PR. Thanks!

ya fact of life :(

jakob-keller · 2025-02-27T20:46:24Z

aiobotocore/endpoint.py

@@ -272,7 +287,7 @@ async def _needs_retry(
            return False
        else:
            # Request needs to be retried, and we need to sleep
-            # for the specified number of times.


The original comment was not a typo. Please revert.

thehesiod · 2025-02-28T00:02:06Z

thank you for the quick update!

thehesiod · 2025-02-28T00:24:36Z

aiobotocore/endpoint.py

+    headers = http_response.headers
+    response_dict: dict[str, Any] = {
+        'headers': headers,


ya these type of code changes should be to a minimum, we compare this to: https://github.com/boto/botocore/blob/develop/botocore/endpoint.py#L42

thehesiod · 2025-02-28T00:25:34Z

aiobotocore/endpoint.py

+        if httpx and isinstance(http_response.raw, httpx.Response):
+            response_dict['body'] = http_response.raw


should keep the StreamingBody as this is our own version so we can adapt as necessary

thehesiod · 2025-02-28T00:26:26Z

aiobotocore/httpsession.py

@@ -59,11 +71,13 @@ def __init__(

        # TODO: handle socket_options
        # keep track of sessions by proxy url (if any)
-        self._sessions: Dict[Optional[str], aiohttp.ClientSession] = {}
+        self._sessions: dict[str | None, aiohttp.ClientSession] = {}


I believe dict is 3.10+, we still support 3.8 so needs to be Dict

thehesiod · 2025-02-28T00:26:53Z

aiobotocore/httpsession.py

+        conn_timeout: float | None
+        read_timeout: float | None


thehesiod · 2025-02-28T00:27:21Z

aiobotocore/httpsession.py

@@ -280,3 +294,273 @@ async def send(self, request):
            message = 'Exception received when sending urllib3 HTTP request'
            logger.debug(message, exc_info=True)
            raise HTTPClientError(error=e)
+
+
+class HttpxSession:


probably worth moving this to httpxsession.py

thehesiod · 2025-02-28T00:35:06Z

tests/python3.8/boto_tests/unit/test_tokens.py

@@ -286,6 +287,10 @@ async def test_sso_token_provider_refresh(test_case):
    cache_key = "d033e22ae348aeb5660fc2140aec35850c4da997"
    token_cache = {}

+    # deepcopy the test case so the test can be parametrized against the same
+    # test case w/ aiohttp & httpx
+    test_case = deepcopy(test_case)


oh man, parametrize should be returning a frozendict. That's crazy of botocore changing global state in a test, we inherited this code from botocore: https://github.com/boto/botocore/blob/develop/tests/unit/test_tokens.py#L26

thehesiod · 2025-02-28T00:36:25Z

tests/test_basic_s3.py

+@pytest.fixture
+def skip_httpx(current_http_backend: str) -> None:
+    if current_http_backend == 'httpx':
+        pytest.skip('proxy support not implemented for httpx')


better put this in conftest.py

thehesiod · 2025-02-28T00:38:54Z

tests/test_basic_s3.py

-    # TODO: think about better api and make behavior like in aiohttp
-    resp['Body'].close()
+    if httpx and isinstance(resp['Body'], httpx.Response):
+        data = await resp['Body'].aread()


given body is our own StreamResponse wrapper, i prefer we expose a more sane read method to match botocore, their whole thing of read vs aread is very strange design decision. This will also reduce the diff

thehesiod · 2025-02-28T00:44:18Z

tests/test_stubber.py

@@ -4,6 +4,8 @@

 from .mock_server import AIOServer

+# these tests don't currently care about aiohttp vs httpx


no need for cmt

thehesiod · 2025-02-28T00:45:57Z

ok did a first pass, after StreamingBody fix I can do another pass for exceptions

thehesiod · 2025-02-28T00:46:05Z

awesome work btw!

Replace aiohttp with httpx

1eb6888

thehesiod reviewed Feb 2, 2024

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jakkdl mentioned this pull request Feb 6, 2024

support pluggable http clients/coroutine frameworks (anyio/httpx) #749

Open

jakkdl added 5 commits February 9, 2024 15:03

WIP of full replacement of aiohttp with httpx

d10761c

mostly finished WIP of adding httpx support

3608872

fix various test failures

757819f

fix more parametrization issues

4327b58

fix typo current_http_stack -> current_http_backend

e123adc

jakkdl changed the title ~~Replace aiohttp with httpx~~ Add support for httpx as alternate backend Feb 19, 2024

jakkdl changed the title ~~Add support for httpx as alternate backend~~ Add support for httpx as backend Feb 19, 2024

jakkdl added 2 commits February 20, 2024 11:20

Add pytest flag for specifying backend when running tests.

d029aa4

Add no-httpx run to CI on 3.12 Tests can now run without httpx installed. Exclude `if TYPE_CHECKING` blocks from coverage. various code cleanup

add initial retryable exceptions. _validate_connector_args will now g…

8f6bd69

…ive errors on connector args not compatible with httpx. Remove proxy code and raise NotImplementedError. fix/add tests

jakkdl marked this pull request as ready for review February 20, 2024 12:28

yes

bdc680c

jakkdl requested a review from thehesiod March 1, 2024 10:26

jakkdl and others added 2 commits March 1, 2024 17:23

append coverage when running tests twice

48b7310

Merge branch 'master' into httpx

b19bc09

This was referenced Mar 20, 2024

small fixes to coverage, type hints, documentation, and QoL for Makefile #1101

Merged

expose http_session_cls in AioConfig #1102

Merged

thehesiod reviewed Mar 20, 2024

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aiobotocore/_endpoint_helpers.py Outdated Show resolved Hide resolved

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aiobotocore/httpsession.py Show resolved Hide resolved

Merge remote-tracking branch 'origin/master' into httpx

af293b0

jakob-keller added the enhancement New feature or request label Aug 20, 2024

jakkdl requested a review from thehesiod August 31, 2024 12:52

jakkdl added 2 commits October 19, 2024 16:01

Merge remote-tracking branch 'origin/master' into httpx

4482464

fix failed merge

9dff5be

ruamel/yaml release pulled, so minor commit to retrigger CI

746d6b1

jakkdl added 2 commits February 27, 2025 13:36

pre-merge dir rename

82f2bc8

Merge remote-tracking branch 'origin/master' into httpx

550b660

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aiobotocore/httpsession.py

Comment on lines +79 to +80

conn_timeout: float | None

read_timeout: float | None

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nop?

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	# previous exception mapping
	# aiohttp.ClientSSLError -> SSLError

	# aiohttp.ClientProxyConnectiorError
	# aiohttp.ClientHttpProxyError -> ProxyConnectionError

	# aiohttp.ServerDisconnectedError
	# aiohttp.ClientPayloadError
	# aiohttp.http_exceptions.BadStatusLine -> ConnectionClosedError

	# aiohttp.ServerTimeoutError -> ConnectTimeoutError\|ReadTimeoutError

	# aiohttp.ClientConnectorError
	# aiohttp.ClientConnectionError
	# socket.gaierror -> EndpointConnectionError

	# asyncio.TimeoutError -> ReadTimeoutError

	# possible httpx exception mapping
	# httpx.CookieConflict
	# httpx.HTTPError
	# * httpx.HTTPStatusError
	# * httpx.RequestError
	# * httpx.DecodingError
	# * httpx.TooManyRedirects
	# * httpx.TransportError
	# * httpx.NetworkError
	# * httpx.CloseError -> ConnectionClosedError
	# * httpx.ConnectError -> EndpointConnectionError
	# * httpx.ReadError
	# * httpx.WriteError
	# * httpx.ProtocolError
	# * httpx.LocalProtocolError -> SSLError??
	# * httpx.RemoteProtocolError
	# * httpx.ProxyError -> ProxyConnectionError
	# * httpx.TimeoutException
	# * httpx.ConnectTimeout -> ConnectTimeoutError
	# * httpx.PoolTimeout
	# * httpx.ReadTimeout -> ReadTimeoutError
	# * httpx.WriteTimeout
	# * httpx.UnsupportedProtocol
	# * httpx.InvalidURL

	except httpx.ConnectError as e:
	raise EndpointConnectionError(endpoint_url=request.url, error=e)
	except (socket.gaierror,) as e:
	raise EndpointConnectionError(endpoint_url=request.url, error=e)
	except asyncio.TimeoutError as e:
	raise ReadTimeoutError(endpoint_url=request.url, error=e)
	except httpx.ReadTimeout as e:
	raise ReadTimeoutError(endpoint_url=request.url, error=e)
	except NotImplementedError:
	raise
	except Exception as e:
	message = 'Exception received when sending urllib3 HTTP request'
	logger.debug(message, exc_info=True)
	raise HTTPClientError(error=e)

	httpx_request = self._session.build_request(
	method=request.method,
	url=url,
	headers=headers,
	content=content,
	)

		DEFAULT_HTTP_SESSION_CLS = AIOHTTPSession


		async def convert_to_response_dict(http_response, operation_model):

		if httpx and isinstance(http_response.raw, httpx.Response):
		response_dict['body'] = http_response.raw

		@@ -4,6 +4,8 @@

		from .mock_server import AIOServer

		# these tests don't currently care about aiohttp vs httpx

Add support for httpx as backend #1085

Are you sure you want to change the base?

Add support for httpx as backend #1085

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thehesiod commented Apr 8, 2024

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thehesiod commented Feb 28, 2025

thehesiod commented Feb 28, 2025

jakkdl commented Feb 2, 2024 •

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codecov bot commented Feb 19, 2024 •

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jakkdl commented Feb 19, 2024 •

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jakkdl Apr 3, 2024 •

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jakkdl Apr 3, 2024 •

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thehesiod Feb 28, 2025 •

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