fix: Per-model metrics labels should be disabled by default #124
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FYI @VedantMahabaleshwarkar in case you are relying on the new default behaviour. You will need to enable the per-model metrics explicitly via the config. |
ckadner
reviewed
Nov 17, 2023
Motivation #90 introduced support for per-model prometheus metrics but the intention was not to change the default behaviour and have this as something enabled explicitly via configuration. However, it was inadvertently made the default. Modifications Change default behaviour to not include modelId/vModelId prometheus metric labels. This is important because model-mesh was designed primarily for use cases where there is a very large and changing number of individual models and those scenarios would result in a much greater number of individual metrics than prometheus can handle. Result Original behaviour restored Signed-off-by: Nick Hill <nickhill@us.ibm.com>
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[APPROVALNOTIFIER] This PR is APPROVED This pull-request has been approved by: ckadner, njhill The full list of commands accepted by this bot can be found here. The pull request process is described here
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Motivation
#90 introduced support for per-model prometheus metrics but the intention was not to change the default behaviour and have this as something enabled explicitly via configuration.
However, it was inadvertently made the default.
Modifications
Change default behaviour to not include modelId/vModelId prometheus metric labels. This is important because model-mesh was designed primarily for use cases where there is a very large and changing number of individual models and those scenarios would result in a much greater number of individual metrics than prometheus can handle.
Result
Original behaviour restored