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Cron alerting based on successive failures and also accommodating of cron retries
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### Problem Statement
We have been using the crons beta for our self-hosted sentry deployment, and I should start by saying it is a great addition to the sentry suite of services.
We have noticed a few minor issues with alerting, however. We have a lot of internal crons using the new sentry cron monitor and some of them have a very short interval (15 mins or lower). We have also set up automatic retries for most of our crons, and they are retried at least twice on failures. The existing alerting for cron monitors all revolve around checkin failure errors that are reported either from missed checkins or failed checkins. This can cause a lot of noise in our alerting system where we often get alerts on crons that might have failed a first attempt (like network issues, etc that may be outside of our control) but were successful on a retry attempt.
It would be great if we could get some cron specific alerting based on things like successive failures `n` number of times. This does not only help with tuning out some of the failed retries, but can also help with setting a somewhat relaxed alerting for crons that run every 15 mins or quicker. Since they run so frequently, we are often ok with them failing successively for 2 or 3 execution intervals, if they recover automatically and we do see this happen often as well.
### Solution Brainstorm
I don't have any good ideas on how to circumvent this issue. I can add some of the workarounds we have put in place for now.
- As a work around to mimic alerts on successive failures, we have tried using metrics based alerting where we set evaluation period for error count so that it can only be executed that many # of times within that period, i.e "failure count >=3 within a 1 hour evaluation period" for a 15 min cron interval. This can be cumbersome to set up individually for each cron and it works for some but not all cron schedules, because of limited evaluation interval options in the metric based alert configs. Also, it is hard…
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