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Exports GRPC call metrics and Feast resource metrics in Core - #345

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feast-ci-bot merged 6 commits into
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davidheryanto:feast-core-metrics
Dec 4, 2019
Merged

Exports GRPC call metrics and Feast resource metrics in Core#345
feast-ci-bot merged 6 commits into
feast-dev:masterfrom
davidheryanto:feast-core-metrics

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@davidheryanto

@davidheryanto davidheryanto commented Dec 4, 2019

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This pull request adds the following Prometheus metrics to Feast Core:

These metrics can be used to monitor:

  • stability and performance of Feast Core, for example by monitoring the latency, traffic, error and saturation via the histogram values of feast_core_request_latency_seconds.
  • usage of Feast by counting the of Feature Sets and Stores registered in Feast.

Example how Feast Core dashboard can look like:
Screenshot from 2019-12-04 15-36-44

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[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: davidheryanto

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@davidheryanto

davidheryanto commented Dec 4, 2019

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/hold
I want to export memory (and perhaps CPU) usage of the JVM too.

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/hold cancel

@zhilingc

zhilingc commented Dec 4, 2019

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/lgtm

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feast-ci-bot merged commit a53e06b into feast-dev:master Dec 4, 2019
@davidheryanto
davidheryanto deleted the feast-core-metrics branch December 4, 2019 16:35
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3 participants