Publish is_drift metric to Prom #1263
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adriangonz
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ascillitoe
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Jun 30, 2023
| return | ||
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| data = current_pred["data"] | ||
| if "is_drift" in data: |
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Question for @adriangonz and @joshsgoldstein. What is the motivation for this PR?
Asking as wondering if we are definitely only concerned about is_drift here? Often p_val and distance are of equal (or greater) interest. As is threshold, and distance_threshold (dependent on detector).
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@ascillitoe we are enabling scv2 alerting in deploy
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Initially we will just expose is_drift - as that's good enough to set up alerting. I agree that exposing the other metrics will eventually become important though, but that's probably outside the scope of this PR.
ascillitoe
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Jul 3, 2023
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Co-authored-by: Josh <josh4goldstein@gmail.com> Co-authored-by: Adrian Gonzalez-Martin <agm@seldon.io>
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added drift metrics to be scraped by prometheus