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@almaslof almaslof commented Dec 19, 2025

Motivation

vllm bench serve command has a command line argument --ready-check-timeout-sec (link)

Adding it to sglang.
It is useful when running sequence of benchmarking scenarios.

There is wait_for_server function in utils, but is accepts base_url and then appends it.

Keeping added function inside bench_serving.py as the script seems to be designed to be dependency free from the rest of sglang's codebase.

Modifications

Added wait_for_endpoint function into python/sglang/bench_serving.py script.

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Summary of Changes

Hello @almaslof, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request enhances the sglang benchmarking tool by adding a crucial server readiness check. Inspired by vllm bench serve, it introduces a mechanism to ensure that the target server is fully operational before any benchmark requests are sent. This improves the reliability of benchmarking by preventing errors or misleading results that could arise from interacting with an unready server, making the benchmarking process more robust and user-friendly.

Highlights

  • New Server Readiness Check Function: A new utility function, wait_for_server, has been introduced in python/sglang/bench_serving.py. This function polls a specified URL (typically a model endpoint) to determine if the server is ready, with a configurable timeout.
  • Integrated Readiness Check in Benchmarking: The run_benchmark function now incorporates the wait_for_server utility. Before starting benchmarks, it will wait for the target server to become ready, preventing benchmark runs against an uninitialized server.
  • Configurable Timeout Argument: A new command-line argument, --ready-check-timeout-sec, has been added to the benchmark script. This allows users to specify the maximum time (in seconds) to wait for the server to be ready, with a default of 60 seconds and an option to skip the check by setting it to 0.

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Code Review

This pull request introduces a wait_for_server function to the benchmarking script, allowing it to wait for the server to be ready before starting the benchmark. This is controlled by a new --ready-check-timeout-sec command-line argument. The implementation is clean and effective. I have a couple of suggestions to improve code clarity and reusability.

return {}


def wait_for_server(url: str, timeout_sec: int = 60) -> bool:
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medium

This is a useful utility function. Consider moving it to a more general location like a utility module (e.g., python/sglang/srt/utils/common.py) so it can be reused across the project. For instance, there is very similar logic in _execute_server_warmup function in python/sglang/srt/entrypoints/http_server.py that could be replaced by this new function.

Comment on lines 155 to 157
except (requests.exceptions.ConnectionError,
requests.exceptions.Timeout,
requests.exceptions.RequestException) as e:
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medium

The tuple of exceptions caught here is redundant. requests.exceptions.ConnectionError and requests.exceptions.Timeout are both subclasses of requests.exceptions.RequestException. You can simplify this by just catching requests.exceptions.RequestException. Also, since the exception variable e is not used, it can be omitted.

        except requests.exceptions.RequestException:

@almaslof almaslof changed the title Add wait_for_server Add similar to vllm wait --ready-check-timeout-sec parameter for benchmark script Dec 19, 2025
@almaslof almaslof marked this pull request as ready for review December 19, 2025 10:07
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