[openai api] log exception in exception handler (1/N) by andyxning · Pull Request #31164 · vllm-project/vllm

andyxning · 2025-12-22T16:48:08Z

Since this PR has been complicated enough. It is XXXL. I will make another PR to refactor `_convert_generation_error_to_streaming_response`.

Purpose

Log exception in handler to enhance debug ability by logging the exact exception stack trace.
Refactor try...except around create_error_response to simplify the code and enhance code readibility.

example:

(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] HTTPException caught
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] Traceback (most recent call last):
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] File "/data00/vllm/vllm/entrypoints/openai/api_server.py", line 756, in create_chat_completion
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] generator = await handler.create_chat_completion(request, raw_request)
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] File "/data00/vllm/vllm/entrypoints/openai/serving_chat.py", line 373, in create_chat_completion
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] return await self.chat_completion_full_generator(
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] File "/data00/vllm/vllm/entrypoints/openai/serving_chat.py", line 1330, in chat_completion_full_generator
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] logprobs = self._create_chat_logprobs(
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] ^^^^^^^^^^^^^^^^^^^^^^^^^^^
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] File "/data00/vllm/vllm/entrypoints/openai/serving_chat.py", line 1664, in _create_chat_logprobs
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] step_top_logprobs = top_logprobs[i]
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] ~~~~~~~~~~~~^^^
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] IndexError: list index out of range
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673]
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] The above exception was the direct cause of the following exception:
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673]
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] Traceback (most recent call last):
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] File "/root/miniconda3/lib/python3.12/site-packages/starlette/_exception_handler.py", line 42, in wrapped_app
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] await app(scope, receive, sender)
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] File "/root/miniconda3/lib/python3.12/site-packages/fastapi/routing.py", line 111, in app
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] response = await f(request)
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] ^^^^^^^^^^^^^^^^
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] File "/root/miniconda3/lib/python3.12/site-packages/fastapi/routing.py", line 391, in app
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] raw_response = await run_endpoint_function(
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] File "/root/miniconda3/lib/python3.12/site-packages/fastapi/routing.py", line 290, in run_endpoint_function
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] return await dependant.call(**values)
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] File "/data00/vllm/vllm/entrypoints/utils.py", line 100, in wrapper
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] return handler_task.result()
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] ^^^^^^^^^^^^^^^^^^^^^
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] File "/data00/vllm/vllm/entrypoints/utils.py", line 121, in wrapper
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] return await func(*args, **kwargs)
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] ^^^^^^^^^^^^^^^^^^^^^^^^^^^
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] File "/data00/vllm/vllm/entrypoints/openai/api_server.py", line 758, in create_chat_completion
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] raise HTTPException(
(APIServer pid=7971) ERROR 12-22 16:43:06 [api_server.py:1673] fastapi.exceptions.HTTPException: 500: list index out of range
(APIServer pid=7971) INFO: 127.0.0.1:36332 - "POST /v1/chat/completions HTTP/1.1" 500 Internal Server Error

Test Plan

NA

Test Result

NA

Essential Elements of an Effective PR Description Checklist

The purpose of the PR, such as "Fix some issue (link existing issues this PR will resolve)".
The test plan, such as providing test command.
The test results, such as pasting the results comparison before and after, or e2e results
(Optional) The necessary documentation update, such as updating supported_models.md and examples for a new model.
(Optional) Release notes update. If your change is user facing, please update the release notes draft in the Google Doc.

Note

Improves debuggability and simplifies logging configuration.

Add conditional stack-trace logging (when args.log_error_stack is true) in FastAPI handlers for HTTPException and RequestValidationError, and in launcher runtime exception handler
Remove log_error_stack parameter/usage across serving classes (OpenAIServing, chat/completion/responses/embedding/pooling/classify/score/tokenize/transcription/translation); stop manual traceback printing in serving layer
Update app state initialization to no longer pass log_error_stack; keep structured error responses unchanged and avoid duplicate logs in messages error path

^{Written by Cursor Bugbot for commit c19e018427f080d3ed27e387e2aeefde1e3de64a. This will update automatically on new commits. Configure here.}

Note

^{Cursor Bugbot is generating a summary for commit cbb7ff7349e0e8b974e7893b9b0c211b48982b59. Configure here.}

Note

Improves debuggability while simplifying logging configuration.

Add conditional stack-trace logging (guarded by args.log_error_stack) in FastAPI handlers for HTTPException and RequestValidationError, and in launcher runtime exception handler
Remove log_error_stack parameter/usage across serving classes (OpenAIServing and all OpenAI/pooling/speech/tokenize derivatives) and delete manual traceback printing in serving_engine
Update app initialization to stop passing log_error_stack; error response payloads remain the same; drop extra exception log in create_messages to avoid duplicates
OpenAIServingChat API change: replace log_error_stack with exclude_log_deltas; wire args.exclude_log_deltas during construction

^{Written by Cursor Bugbot for commit cbb7ff7349e0e8b974e7893b9b0c211b48982b59. This will update automatically on new commits. Configure here.}

Note

Improves debuggability while simplifying logging configuration.

Add conditional stacktrace logging (guarded by args.log_error_stack) in HTTPException and RequestValidationError handlers and in the launcher runtime exception handler
Remove log_error_stack plumbing from serving classes (OpenAIServing and all chat/completion/responses/pooling/embed/classify/score/tokenize/transcription/translation variants) and stop manual traceback printing in serving_engine
Update app initialization to stop passing log_error_stack; keep error payloads unchanged and drop duplicate logging in create_messages error path

^{Written by Cursor Bugbot for commit 8905b7e1df3ead3c1cd1b83155522dc4b2985561. This will update automatically on new commits. Configure here.}

Note

^{Cursor Bugbot is generating a summary for commit 80d180879b44e789d25b1472709dd67e0fca3917. Configure here.}

Note

Improves debuggability while simplifying logging.

Add conditional stack-trace logging (guarded by args.log_error_stack) in HTTPException and RequestValidationError handlers and in the launcher runtime exception handler
Remove log_error_stack parameter/usage from serving classes (OpenAIServing and all chat/completion/responses/pooling/embed/classify/score/tokenize/transcription/translation) and delete manual traceback printing in serving_engine
Update app initialization to stop passing log_error_stack; keep error response payloads unchanged and drop duplicate logging in create_messages error path

^{Written by Cursor Bugbot for commit 4e77554346d2d5deef3e4053303b0ad7172112c1. This will update automatically on new commits. Configure here.}

gemini-code-assist

Code Review

This pull request modifies exception handling and logging across vllm/entrypoints/launcher.py and vllm/entrypoints/openai/api_server.py. In launcher.py, a logger.exception call was added to the runtime_exception_handler for RuntimeError, EngineDeadError, and EngineGenerateError, and the exception parameter was explicitly named exc. In api_server.py, a logger.exception call was removed from an except block handling create_messages errors, while new logger.exception calls were added to the http_exception_handler and validation_exception_handler for HTTPException and RequestValidationError respectively.

mergify · 2025-12-24T05:45:49Z

This pull request has merge conflicts that must be resolved before it can be
merged. Please rebase the PR, @andyxning.

https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/working-with-forks/syncing-a-fork

andyxning · 2025-12-26T05:30:01Z

@aarnphm @chaunceyjiang

robertgshaw2-redhat · 2025-12-29T16:57:37Z

I dont think this can be on by default --- there could be a lot of logs from users creating malformed requests

andyxning · 2025-12-30T02:46:33Z

How about adding a new env VLLM_LOG_API_SERVER_EXCEPTION to control this logic. By default, it will be false and the exception log will be disabled. But, it can be enabled by setting the env.

andyxning · 2025-12-30T02:47:05Z

This is quite useful when used in debug.

andyxning · 2025-12-30T03:25:47Z

@robertgshaw2-redhat PTAL.

andyxning · 2026-01-03T12:33:57Z

Friendly ping. @robertgshaw2-redhat

DarkLight1337

Isn't this controlled by FrontendArgs.log_error_stack already?

andyxning · 2026-01-04T12:33:09Z

Thanks for the tips. Some api does not correctly handle handler exception thus the exception will not be logged. The code blocks shows that the exception is recorded with print. I have tested running vllm with logging to stderr, which is the default behavior, the exception will not be recorded.

if self.log_error_stack:
            exc_type, _, _ = sys.exc_info()
            if exc_type is not None:
                traceback.print_exc()
            else:
                traceback.print_stack()

Will dig this later.

andyxning · 2026-01-04T13:24:41Z

Only OpenAIServing sub class openai methods can use create_error_response. Some debug openai methods does not inherit from OpenAIServing, such as /scale_elastic_ep.

andyxning · 2026-01-04T13:29:27Z

Guard logger.exception with log_error_stack.

DarkLight1337 · 2026-01-04T13:39:09Z

I am ok with this change but let's have a second opinion from @njhill @robertgshaw2-redhat

mergify · 2026-01-04T13:48:52Z

This pull request has merge conflicts that must be resolved before it can be
merged. Please rebase the PR, @andyxning.

https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/working-with-forks/syncing-a-fork

noooop · 2026-03-02T12:00:00Z

vllm/entrypoints/pooling/classify/api_router.py


-    try:
-        generator = await handler.create_classify(request, raw_request)
-    except Exception as e:
-        generator = handler.create_error_response(e)
+    generator = await handler.create_classify(request, raw_request)



awesome work!

I am currently refactoring the pooling entrypoints #35604, which may conflict with this PR. Below are three options.

This PR does not modify the pooling entrypoints, waiting for [Frontend][1/n] Improve pooling entrypoints | classify. #35604 to land, then another PR will make the modifications for pooling entrypoints.
~~2. [Frontend][1/n] Improve pooling entrypoints | classify. #35604 wait for this PR to land.~~
~~3. First, merge [Frontend][1/n] Improve pooling entrypoints | classify. #35604, then refactor the exception handler of the pooling entrypoints, followed by refactoring the other parts of this pr.~~

I prefer option 3 because this PR has a large scope and is difficult to land. If we only modify the pooling entrypoints, it might be simpler. （Also, the exception handler in #35604 is handled in one place, and I believe it is the direction for future API server optimization.

Sorry, I am currently refactoring the pooling entrypoints #35604, which may conflict with this PR. Please do not modify the vllm/entrypoints/pooling/ section for the time being to avoid conflicts.

I have separated a create_error_response in vllm/entrypoints/utils.py, which you can use.

https://github.com/vllm-project/vllm/blob/main/vllm/entrypoints/utils.py#L305

andyxning · 2026-03-03T02:08:07Z

/cc @njhill

mergify · 2026-03-03T15:53:30Z

This pull request has merge conflicts that must be resolved before it can be
merged. Please rebase the PR, @andyxning.

https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/working-with-forks/syncing-a-fork

njhill

Thanks @andyxning, looks like a good simplification.

vllm/entrypoints/openai/utils.py

njhill · 2026-03-03T22:55:04Z

tests/entrypoints/openai/responses/test_errors.py

    serving._raise_if_error(None, "test-request-id")  # should not raise


-@pytest.mark.asyncio


Ask claude or codex to add it?

noooop · 2026-03-04T03:17:15Z

vllm/entrypoints/pooling/base/serving.py


-from ...utils import create_error_response
 from .io_processor import PoolingIOProcessor



mergify · 2026-03-04T03:18:34Z

Hi @andyxning, the pre-commit checks have failed. Please run:

uv pip install pre-commit
pre-commit install
pre-commit run --all-files

Then, commit the changes and push to your branch.

For future commits, pre-commit will run automatically on changed files before each commit.

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Is mypy or markdownlint failing?

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# For mypy (substitute "3.10" with the failing version if needed)
pre-commit run --hook-stage manual mypy-3.10
# For markdownlint
pre-commit run --hook-stage manual markdownlint

andyxning · 2026-03-04T03:43:40Z

All except ut comments has been addressed. PTAL. @DarkLight1337 @njhill @noooop

Others changes will be made in the follow-up prs.

andyxning · 2026-03-05T07:23:15Z

tests/entrypoints/openai/responses/test_harmony.py

Change BadReqeustError to InternalServerError is because NotImplementedError is inherited from RuntimeError. RuntimeError has been remove from create_error_response and thus NotImplementedError will result in 501 http response status code.

@DarkLight1337 @njhill

andyxning · 2026-03-05T07:25:40Z

vllm/entrypoints/openai/chat_completion/api_router.py

        HTTPStatus.BAD_REQUEST.value: {"model": ErrorResponse},
        HTTPStatus.NOT_FOUND.value: {"model": ErrorResponse},
        HTTPStatus.INTERNAL_SERVER_ERROR.value: {"model": ErrorResponse},
+        HTTPStatus.NOT_IMPLEMENTED.value: {"model": ErrorResponse},


Adding Not Implemented is because NotImplementedError is inherited from RuntimeError. RuntimeError has been remove from create_error_response and thus NotImplementedError will result in 501 http response status code which is NOT_IMPLEMENTED.

@DarkLight1337 @njhill

andyxning · 2026-03-05T07:26:13Z

vllm/entrypoints/openai/chat_completion/api_router.py

        HTTPStatus.BAD_REQUEST.value: {"model": ErrorResponse},
        HTTPStatus.NOT_FOUND.value: {"model": ErrorResponse},
        HTTPStatus.INTERNAL_SERVER_ERROR.value: {"model": ErrorResponse},
+        HTTPStatus.NOT_IMPLEMENTED.value: {"model": ErrorResponse},


Adding Not Implemented is because NotImplementedError is inherited from RuntimeError. RuntimeError has been remove from create_error_response and thus NotImplementedError will result in 501 http response status code which is NOT_IMPLEMENTED.

@DarkLight1337 @njhill

andyxning · 2026-03-05T12:24:28Z

tests/entrypoints/openai/test_openai_schema.py

    return strategy.filter(no_invalid_types)


+def customized_not_a_server_error(


New changes. By default all server error will cause an exception or failure in schemathesis. We need to customize this by allowing /v1/chat/completions/render and /v1/chat/completions openapi return 501 status code.

Signed-off-by: Andy Xie <andy.xning@gmail.com>

chaunceyjiang · 2026-03-16T07:42:28Z

vllm/entrypoints/openai/chat_completion/serving.py

-                reasoning_parser,
-            )
-        except GenerationError as e:
-            return self._convert_generation_error_to_response(e)


This should not be removed. This is a custom error defined by vLLM and should not produce an error log.
@DarkLight1337 @andyxning @noooop @njhill

see #37148

Will invest later.

andyxning requested review from aarnphm and chaunceyjiang as code owners December 22, 2025 16:48

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[Frontend][1/n] Improve pooling entrypoints | classify. #35604

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andyxning changed the title ~~[openai api] log exception in exception handler (1/3)~~ [openai api] log exception in exception handler (1/N) Mar 4, 2026

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[openai api] log http exception in handler

34bf33e

Signed-off-by: Andy Xie <andy.xning@gmail.com>

njhill mentioned this pull request Mar 5, 2026

[Core][Feat] Add max-waiting-queue-length parameter to reject requests when waiting queue is full #27064

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This was referenced Mar 6, 2026

[openapi server] log exception in exception handler(2/N) #36201

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[openapi] refactor render related openapi [3/N] #36749

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chaunceyjiang mentioned this pull request Mar 16, 2026

[Bugfix] Add error handling for FINISHED_ERROR in OpenAIServing #37148

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andyxning mentioned this pull request Mar 16, 2026

[openapi] remove redundant exception stack trace[4/N] #37157

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		serving._raise_if_error(None, "test-request-id") # should not raise


		@pytest.mark.asyncio


		from ...utils import create_error_response
		from .io_processor import PoolingIOProcessor

		return strategy.filter(no_invalid_types)


		def customized_not_a_server_error(

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Since this PR has been complicated enough. It is XXXL. I will make another PR to refactor _convert_generation_error_to_streaming_response.

Purpose

Test Plan

Test Result

NA

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andyxning commented Dec 22, 2025 •

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Since this PR has been complicated enough. It is XXXL. I will make another PR to refactor `_convert_generation_error_to_streaming_response`.

andyxning commented Dec 30, 2025 •

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