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[Metrics] Add admission rejection metrics - #55812
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Signed-off-by: Thuongvu Ho <thuongvuho@gmail.com>
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✅ @thuongvu, CI is now available for this PR.
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✅ Triggered Buildkite CI #88236 for commit |
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✅ Queued 5 failed job(s) for retry in Buildkite CI #88236. |
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This pull request has merge conflicts that must be resolved before it can be |
Signed-off-by: Thuongvu Ho <thuongvuho@gmail.com>
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✅ Triggered Buildkite CI #89124 for commit |
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This pull request has merge conflicts that must be resolved before it can be |
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@NickLucche thanks again for reviewing! Is there anything else needed from my side to get this merged? |
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Signed-off-by: Thuongvu Ho <thuongvuho@gmail.com>
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@markmc would you give this a look when you have a chance? Thanks! |
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Signed-off-by: Thuongvu Ho <thuongvuho@gmail.com> Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@mistral.ai>

Purpose
Follow-up to #49445. Admission limits reject requests with HTTP 503, but operators cannot tell from metrics which queue cap fired (
max_num_queued_reqsvsmax_num_queued_tokens), and each rejection logged at INFO.This adds
vllm:admission_rejections_total(reasonlabel, noenginelabel). The unit is one rejected frontend admission attempt;n > 1still increments by one. The counter is incremented incheck_admissionthroughStatLoggerManager, matching the sleep-state side door: this event never appears inEngineCoreOutputs.Per-rejection diagnostic messages move from INFO to DEBUG now that the counter exists (requested on #49445 until metrics landed).
Not duplicating:
n > 1admission) remains a separate core change.admission_rejections.Test Plan
Existing admission tests now also assert Prometheus samples (success stays at 0, each reject reason increments once, request-cap-first,
n > 1still +1).vllm:admission_rejections_totalis listed inEXPECTED_METRICS_V1.Test Result
No model evaluation: metrics and logging only; admission decisions are unchanged.
AI assistance was used to draft this change. I reviewed every line and ran the tests above.
cc @NickLucche