wouldd opened a new issue, #7826:
URL: https://github.com/apache/incubator-devlake/issues/7826

   ### Search before asking
   
   - [X] I had searched in the 
[issues](https://github.com/apache/incubator-devlake/issues?q=is%3Aissue) and 
found no similar issues.
   
   
   ### What happened
   
   We have noticed in some of our graphs that sometimes we see a complete 
picture, and other times we're only seeing some fraction of the relevant jira 
issues.
   In both cases this seems to impact jira projects that I know have quite a 
lot of issues, in once case >10k in the last year or so
   When this was first brought up, I triggered a full-refresh , which did not 
seem to fix it, but then seemingly after another couple of 'normal' refreshes 
the issues did re-populate the db.
   However now a couple of days later they've gone again. it seems mostly that 
I'm left with small numbers of issues from back at the begining of 2023, which 
makes me think maybe something is emptying out the previous data, kicking off 
process to work through re-import but then failing for some unknown reason.
   
   ### What do you expect to happen
   
   I expected the jira issues to consistently be present, they're still in jira 
under the board filter etc. So there is no obvious reason that they should 
disspear from devlake
   
   ### How to reproduce
   
   hard to say at this time. I'd suggest a long lived jira project with 
thousands of issues spread over several months is a good place to start. I 
guess run repeated refresh cycles and see if the data population in devlake is 
changing between them in ways it should not.
   
   ### Anything else
   
   so far i've seen this happen for 2 specific projects (out of about 25 that 
we sync. though it's possible that the same issue happens else wehre it's just 
less obvious in a graph.
   not sure if it matters but some of our pipelines are alson syncing quite a 
few azure devops repos, so the project pipeline iself can take >6 hours to run.
   I tried looking in the container logs but did not spot anything that looked 
like an error.
   I'm happy to try running with additional debug or whatever if it would be 
helpful to assist in understanging this issue better.
   
   Obviously it rather undermines the business faith in the graphs to have them 
suddenly underreporting by hundreds of missing jira issues.
   
   ### Version
   
   v1-custom
   
   ### Are you willing to submit PR?
   
   - [ ] Yes I am willing to submit a PR!
   
   ### Code of Conduct
   
   - [X] I agree to follow this project's [Code of 
Conduct](https://www.apache.org/foundation/policies/conduct)
   


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