[Metrics] Add admission rejection metrics by thuongvu · Pull Request #55812 · vllm-project/vllm · GitHub
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[Metrics] Add admission rejection metrics - #55812

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NickLucche merged 21 commits into
vllm-project:mainfrom
thuongvu:admission-rejection-metrics
Oct 12, 2026
Merged

NickLucche merged 21 commits into
vllm-project:mainfrom
thuongvu:admission-rejection-metrics

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@thuongvu

@thuongvu thuongvu commented Sep 8, 2026 •

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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_reqs vs max_num_queued_tokens), and each rejection logged at INFO.

This adds vllm:admission_rejections_total (reason label, no engine label). The unit is one rejected frontend admission attempt; n > 1 still increments by one. The counter is incremented in check_admission through StatLoggerManager, matching the sleep-state side door: this event never appears in EngineCoreOutputs.

Per-rejection diagnostic messages move from INFO to DEBUG now that the counter exists (requested on #49445 until metrics landed).

Not duplicating:

Test Plan

VLLM_TARGET_DEVICE=cpu .venv/bin/python -m pytest -q tests/v1/engine/test_admission_control.py

Existing admission tests now also assert Prometheus samples (success stays at 0, each reject reason increments once, request-cap-first, n > 1 still +1). vllm:admission_rejections_total is listed in EXPECTED_METRICS_V1.

Test Result

46 passed, 14 warnings in 4.71s

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

Signed-off-by: Thuongvu Ho <thuongvuho@gmail.com>

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Claude Code Review

This pull request is from a fork — automated review is disabled. A repository maintainer can comment @claude review to run a one-time review.

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@mergify mergify Bot added the documentation Improvements or additions to documentation label Sep 8, 2026
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👋 Hi! Thank you for contributing to the vLLM project.

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LGTM

@NickLucche NickLucche added the ready ONLY add when PR is ready to merge/full CI is needed label Sep 10, 2026
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✅ @thuongvu, CI is now available for this PR.

  • /ci run starts upstream CI; /amd-ci run starts AMD CI only.
  • /ci retry retries failed jobs in the CI build for the current PR head. If the current head has no CI build, it starts a new CI build for the current head containing only jobs that failed in the latest earlier CI build for this PR.
  • /amd-ci retry retries failed jobs in AMD CI for the current PR head. Use /amd-ci run when the current head has no AMD CI build.
  • /ci cancel cancels scheduled or running CI builds for this PR branch; /amd-ci cancel does the same for AMD CI only.

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/ci run

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✅ Triggered Buildkite CI #88236 for commit 9f33611b3165.

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/ci retry

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✅ Queued 5 failed job(s) for retry in Buildkite CI #88236.

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/ci run

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✅ Triggered Buildkite CI #88797 for commit 97d26dca5dde.

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

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

@mergify mergify Bot added the needs-rebase label Sep 15, 2026
Signed-off-by: Thuongvu Ho <thuongvuho@gmail.com>
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/ci run

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✅ Triggered Buildkite CI #89124 for commit e15a43ee7d09.

@mergify mergify Bot removed the needs-rebase label Sep 15, 2026
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This pull request has merge conflicts that must be resolved before it can be
merged. Please rebase the PR, @thuongvu.

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

@mergify mergify Bot added the needs-rebase label Sep 18, 2026
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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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thuongvu commented Oct 2, 2026

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/ci run

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✅ Triggered Buildkite CI #92553 for commit 340167dfe07c.

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/ci run

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✅ Triggered Buildkite CI #92567 for commit 6da33068b997.

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thuongvu commented Oct 2, 2026

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@markmc would you give this a look when you have a chance? Thanks!

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thuongvu commented Oct 8, 2026

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/ci run

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✅ Triggered Buildkite CI #93500 for commit 4bd94c1b97ef.

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CI selector (shadow): 79 test steps (100 jobs) instead of 67 (83 jobs)

Shadow mode: this changes nothing about what CI runs. It shows what the evidence-based selector would pick for this PR, next to today's rules. How it works.

Feedback welcome: reply here if it would skip a step this change needs, or runs something unrelated.

steps (jobs) Today's rules Selector Would skip Would add
NVIDIA, CPU and others 67 (83) 79 (100) 35 (45) 47 (62)
AMD mirrors 59 (70) 70 (82) 29 (37) 40 (49)
Selector would run (79)
  • amd-kernels-mi355
  • amd-qwen3-next-mtp-async-eplb-accuracy
  • basic-correctness-cpu-offload
  • basic-correctness-prefetch-offload
  • basic-correctness-sleep-mode
  • batch-invariance-b200
  • benchmarks-cli-test
  • cpu-multi-modal-model-tests-n ×4
  • crosslayer-kv-layout-distributed-nixlconnector-pd-accuracy-tests-4-gpus
  • distributed-compile-comm-4-gpus
  • distributed-dp-tests-2-gpus
  • distributed-dp-tests-4-gpus
  • distributed-flashinfer-nixlconnector-pd-accuracy-4-gpus
  • distributed-mooncakeconnector-pd-accuracy-4-gpus
  • distributed-nixlconnector-pd-accuracy-4-gpus
  • distributed-torchrun-examples-4-gpus
  • distributed-torchrun-shutdown-tests-2-gpus
  • dp-ep-distributed-nixlconnector-pd-accuracy-tests-4-gpus
  • e2e-core-1-gpu
  • e2e-scheduling-1-gpu
  • e2e-scheduling-accuracy-1-gpu
  • elastic-ep-scaling-test
  • engine-1-gpu
  • entrypoints-integration-api-server ×4
  • entrypoints-integration-api-server-generate
  • entrypoints-integration-api-server-openai-chat_completion
  • entrypoints-integration-api-server-openai-completion
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  • entrypoints-integration-multimodal
  • entrypoints-integration-pooling
  • entrypoints-integration-responses-api
  • entrypoints-integration-speech_to_text
  • entrypoints-unit-tests
  • examples
  • fault-tolerance-e2e-2xh100
  • hybrid-ssm-nixlconnector-pd-accuracy-tests-4-gpus
  • hybrid-ssm-nixlconnector-pd-prefix-cache-2-gpus
  • kernels-b200 ×3
  • kimi-k3-prefix-cache-4xb200 ×2
  • kv-offload-large
  • kv-offload-medium
  • kv-offload-small
  • lm-eval-dspark-watermark-2xh100
  • lm-eval-small-models
  • lm-eval-turboquant-k3v4nc
  • lm-eval-turboquant-k8v4
  • lm-eval-turboquant-t3nc
  • lm-eval-turboquant-t4nc
  • lm-eval-watermarking
  • lora ×4
  • metrics-tracing-2-gpus
  • model-executor
  • mooncake-ec-tcp-e2e-2-gpus
  • mrcr-eval-small-models
  • multiconnector-nixl-offloading-pd-accuracy-2-gpus
  • multiconnector-nixl-offloading-pd-edge-cases-2-gpus
  • nixlconnector-pd-edge-cases-2-gpus
  • openai-api-correctness
  • pipeline-context-parallelism-4-gpus
  • plugin-tests-2-gpus
  • push-nixlconnector-pp-prefill-pd-accuracy-4-gpus
  • pytorch-compilation-unit-tests
  • pytorch-fullgraph-test
  • quantization ×4
  • quantized-moe-test-b200
  • rayexecutorv2-4-gpus
  • replayssm-e2e
  • rust-frontend-serve-admin-coverage
  • scale-out-ec-e2e-2-gpus
  • spec-decode-draft-model ×4
  • spec-decode-mtp-qwen3-5
  • spec-decode-ngram-suffix
  • v1-core
  • v1-executor-worker
  • v1-kv-connectors ×4
  • v1-logits-oracle
  • v1-metrics-lmeval
  • v1-others-cpu
  • v1-sample
Would skip (today's rules run them) (35)
  • ascend-npu-test
  • async-engine-inputs-utils-worker
  • basic-correctness ×2
  • basic-correctness-cumem
  • basic-models-test-other-cpu
  • basic-models-tests-initialization
  • basic-models-tests-other
  • cpu-language-generation-and-pooling-model-tests ×3
  • cpu-multimodal-config
  • cpu-params-env-tokenizers-parser
  • cpu-reasoning-renderers
  • cpu-tool-parsers
  • distributed-compile-rpc-tests-2-gpus
  • e2e-core-large-memory
  • kernels-fla-ops-test-b200
  • kernels-mhc-test-b200
  • kernels-root-misc-test-b200
  • language-models-tests-granite-l4-compatibility
  • language-models-tests-hybrid ×2
  • language-models-tests-standard
  • multi-modal-models-standard-1-qwen2
  • multi-modal-models-standard-2-qwen3-gemma
  • multi-modal-models-standard-3-llava-qwen2-vl
  • multi-modal-models-standard-4-other-whisper
  • multi-modal-processor ×4
  • multi-modal-processor-cpu ×4
  • pytorch-compilation-dynamic-shapes
  • pytorch-compilation-passes-unit-tests
  • pytorch-compilation-unit-tests-h100
  • pytorch-fullgraph-cudagraph-l4-compatibility
  • regression
  • rl-entrypoints-tests
  • rust-frontend-distributed
  • v1-kv-offload
  • v1-spec-decode
Would add (today's rules do not run them) (47)
  • amd-kernels-mi355 (Python record)
  • amd-qwen3-next-mtp-async-eplb-accuracy (Python record)
  • batch-invariance-b200 (Python record)
  • cpu-multi-modal-model-tests-n ×4 (code map)
  • crosslayer-kv-layout-distributed-nixlconnector-pd-accuracy-tests-4-gpus (Python record)
  • distributed-compile-comm-4-gpus (Python record)
  • distributed-dp-tests-4-gpus (code map)
  • distributed-flashinfer-nixlconnector-pd-accuracy-4-gpus (Python record)
  • distributed-mooncakeconnector-pd-accuracy-4-gpus (Python record)
  • distributed-nixlconnector-pd-accuracy-4-gpus (Python record)
  • distributed-torchrun-examples-4-gpus (Python record)
  • dp-ep-distributed-nixlconnector-pd-accuracy-tests-4-gpus (Python record)
  • elastic-ep-scaling-test (Python record)
  • entrypoints-unit-tests (Python record)
  • examples (Python record)
  • hybrid-ssm-nixlconnector-pd-accuracy-tests-4-gpus (Python record)
  • hybrid-ssm-nixlconnector-pd-prefix-cache-2-gpus (Python record)
  • kernels-b200 ×3 (Python record)
  • kimi-k3-prefix-cache-4xb200 ×2 (Python record)
  • kv-offload-large (Python record)
  • kv-offload-medium (Python record)
  • kv-offload-small (Python record)
  • lm-eval-dspark-watermark-2xh100 (code map)
  • lm-eval-small-models (Python record)
  • lm-eval-turboquant-k3v4nc (Python record)
  • lm-eval-turboquant-k8v4 (Python record)
  • lm-eval-turboquant-t3nc (Python record)
  • lm-eval-turboquant-t4nc (Python record)
  • lm-eval-watermarking (Python record)
  • lora ×4 (Python record)
  • model-executor (Python record)
  • mrcr-eval-small-models (Python record)
  • multiconnector-nixl-offloading-pd-accuracy-2-gpus (Python record)
  • multiconnector-nixl-offloading-pd-edge-cases-2-gpus (Python record)
  • nixlconnector-pd-edge-cases-2-gpus (Python record)
  • openai-api-correctness (Python record)
  • pipeline-context-parallelism-4-gpus (code map)
  • plugin-tests-2-gpus (code map)
  • push-nixlconnector-pp-prefill-pd-accuracy-4-gpus (Python record)
  • quantization ×4 (Python record)
  • quantized-moe-test-b200 (Python record)
  • rayexecutorv2-4-gpus (code map)
  • replayssm-e2e (Python record)
  • scale-out-ec-e2e-2-gpus (Python record)
  • spec-decode-draft-model ×4 (Python record)
  • spec-decode-mtp-qwen3-5 (Python record)
  • spec-decode-ngram-suffix (Python record)
AMD mirrors: would skip (29)
  • async-engine-inputs-utils-worker
  • basic-correctness ×2
  • basic-correctness-cumem
  • basic-models-tests-initialization
  • distributed-compile-rpc-tests-2-gpus
  • e2e-core-1-gpu
  • e2e-core-large-memory
  • fault-tolerance-e2e-2xh100
  • kernels-fla-ops-test-b200
  • kernels-mhc-test-b200
  • kernels-root-misc-test-b200
  • language-models-tests-granite-l4-compatibility
  • language-models-tests-hybrid ×2
  • language-models-tests-standard
  • multi-modal-models-standard-1-qwen2
  • multi-modal-models-standard-2-qwen3-gemma
  • multi-modal-models-standard-3-llava-qwen2-vl
  • multi-modal-models-standard-4-other-whisper
  • multi-modal-processor ×4
  • platform-tests
  • pytorch-compilation-dynamic-shapes
  • pytorch-compilation-passes-unit-tests
  • pytorch-compilation-unit-tests-h100
  • pytorch-fullgraph-cudagraph-l4-compatibility
  • regression
  • rl-entrypoints-tests
  • rust-frontend-distributed
  • v1-kv-connectors ×4
  • v1-kv-offload
AMD mirrors: would add (40)
  • crosslayer-kv-layout-distributed-nixlconnector-pd-accuracy-tests-4-gpus (Python record)
  • distributed-dp-tests-4-gpus (code map)
  • distributed-flashinfer-nixlconnector-pd-accuracy-4-gpus (Python record)
  • distributed-mooncakeconnector-pd-accuracy-4-gpus (Python record)
  • distributed-nixlconnector-pd-accuracy-4-gpus (Python record)
  • distributed-torchrun-examples-4-gpus (Python record)
  • dp-ep-distributed-nixlconnector-pd-accuracy-tests-4-gpus (Python record)
  • entrypoints-unit-tests (Python record)
  • examples (Python record)
  • fusion-and-compile-unit-tests-2xb200 (Python record)
  • hybrid-ssm-nixlconnector-pd-accuracy-tests-4-gpus (Python record)
  • hybrid-ssm-nixlconnector-pd-prefix-cache-2-gpus (Python record)
  • kv-offload-large (Python record)
  • kv-offload-medium (Python record)
  • kv-offload-small (Python record)
  • lm-eval-dspark-watermark-2xh100 (Python record)
  • lm-eval-small-models (Python record)
  • lm-eval-turboquant-k3v4nc (Python record)
  • lm-eval-turboquant-k8v4 (Python record)
  • lm-eval-turboquant-t3nc (Python record)
  • lm-eval-turboquant-t4nc (Python record)
  • lm-eval-watermarking (Python record)
  • lora ×4 (Python record)
  • model-executor (Python record)
  • mrcr-eval-small-models (Python record)
  • multiconnector-nixl-offloading-pd-accuracy-2-gpus (Python record)
  • multiconnector-nixl-offloading-pd-edge-cases-2-gpus (Python record)
  • nixlconnector-pd-edge-cases-2-gpus (Python record)
  • nixlconnector-pd-spec-decode-acceptance-2-gpus (Python record)
  • openai-api-correctness (Python record)
  • pipeline-context-parallelism-4-gpus (code map)
  • plugin-tests-2-gpus (code map)
  • push-nixlconnector-pp-prefill-pd-accuracy-4-gpus (Python record)
  • quantization ×4 (Python record)
  • quantized-moe-test-b200 (Python record)
  • rayexecutorv2-4-gpus (code map)
  • scale-out-ec-e2e-2-gpus (Python record)
  • spec-decode-draft-model ×4 (Python record)
  • spec-decode-mtp-qwen3-5 (Python record)
  • spec-decode-ngram-suffix (Python record)

5 changed files · base 36f3972812 · head 7083e420a8 · Python record: build 93039 at 1e5d0ea888 · kernel record: table f26d9f4 (build 94096), map f26d9f4 · not counted: 11 build steps, 5 A100 steps the generator no longer emits, 91 optional steps the selector would also run

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/ci retry

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NickLucche enabled auto-merge (squash) October 12, 2026 07:42
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@NickLucche
NickLucche merged commit 99b44c7 into vllm-project:main Oct 12, 2026
15 checks passed
michael-gpu pushed a commit to practical-inference/vllm-ampere-extended that referenced this pull request Oct 20, 2026
Signed-off-by: Thuongvu Ho <thuongvuho@gmail.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@mistral.ai>
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