~/lightning

Lightning Talk: Instant Vectors ≠ Scalars - How it bit me

Lightningat PromCon EU 2025 · 2025-10-21..10-22· [observability, testing]
links:none on file
slides:none on file

Graphing a blackbox exporter across locations with Victoria Metrics triggers a surprising behavior: a binary-operator right hand side label push down applies host labels to a metric that has none, so count(exporter_location) becomes mismatched and returns no samples at certain granularities. The engine skips work when there are less than 100 unique values, so zooming changes results. Prometheus does not do this; the problem stems from Victoria Metrics converting an instant vector treated as a scalar, an issue that was filed and later closed.

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