tensorflow / serving

A flexible, high-performance serving system for machine learning models

Home Page:https://www.tensorflow.org/serving

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Export `:tensorflow:serving:build_info` for prometheus

jeongukjae opened this issue · comments

Feature Request

Describe the problem the feature is intended to solve

For now, TensorFlow Serving doesn't export build information for Prometheus. If tf serving exports metrics like promethues or redis exporter, it would be helpful for managing lots of services and pods in production. (e.g. finding outdated pods)

for example,

:tensorflow:serving:build_info{tensorflow_serving_git_branch="...", tensorflow_serving_git_commit="...", tensorflow_git_commit="...", cpu_arch="...", ...} 1

Describe the solution

Maybe export metrics in tensorflow_serving/model_servers directory using followings.

@jeongukjae,

Thank you for this feature request. Let me take this to team and we will update this thread once we have any updates.

Any updates here?