I frequently use a docker-compose template with prometheus pushgateway + grafana for deploying on single node servers, as described at the start of the article. It works well and is trivial to setup, but the complexity explodes once your metric volume or cardinality requires more scale like prometheus alternatives a la mimir.
I think this would not need to be an issue as frequently if prometheus had a more efficient publish/scraping mechanism. iirc there was once a protobuf metric format that was dropped, and now there is just the text format. While it wouldn't handle billions of unique labels like mimir, a compact binary metric format could certainly allow for millions at reasonable resolution instead of wasting all that scale potential on repeated name strings. I should be able to push or expose a bulk blob all at once with ordered labels or at least raw int keys.
I think this would not need to be an issue as frequently if prometheus had a more efficient publish/scraping mechanism. iirc there was once a protobuf metric format that was dropped, and now there is just the text format. While it wouldn't handle billions of unique labels like mimir, a compact binary metric format could certainly allow for millions at reasonable resolution instead of wasting all that scale potential on repeated name strings. I should be able to push or expose a bulk blob all at once with ordered labels or at least raw int keys.