Add extra_labelnames to PrometheusStatLogger for extensibility#42743
Add extra_labelnames to PrometheusStatLogger for extensibility#42743vraiti wants to merge 2 commits into
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Code Review
This pull request introduces support for custom labels in the PrometheusStatLogger by adding extra_labelnames and extra_labelvalues parameters to its constructor. The implementation updates the metric initialization logic to dynamically include these additional labels across various engine metrics. Feedback was provided regarding a lack of validation for these new inputs; specifically, the code should ensure that both label names and values are provided together and that the number of values matches the number of names for each engine index to prevent ValueError or KeyError exceptions during metric registration.
Signed-off-by: vraiti <vraiti@redhat.com>
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Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> Signed-off-by: vraiti <vraiti@redhat.com>
Purpose
Allow metrics to be extended with additional labels. This is useful when downstream use cases wish to collect vLLM metrics with enriched metadata
This came up in vLLM-Omni (vllm-project/vllm-omni#3362 (comment)): engines can be identified by two non-unique attributes: stage ID and replica ID. Adding
extra_labelnamesandextra_labelvaluestoPrometheusStatLoggerprovides a clean mechanism for enriching vLLM metrics with this extra metadata.Test Plan
Deploy vLLM-Omni with this patch of vLLM, using multiple replicas, and observe metric metadata correctly populating.
Test Result
Scraped from vLLM-Omni /metrics:
vllm_omni_metrics.txt
Essential Elements of an Effective PR Description Checklist
supported_models.mdandexamplesfor a new model.