caioq opened a new issue, #8198:
URL: https://github.com/apache/incubator-devlake/issues/8198

   ### 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
   
   The problem occurs during subsequent executions of a blueprint after the 
initial or full-refresh data collection has been completed successfully. 
Initially, all data is collected perfectly, and there are no errors or unusual 
behavior logged during these runs. However, in some cases, during subsequent 
runs of the same blueprint, old issues seem to be deleted, leaving only issues 
that were created or updated after the last pipeline execution.
   
   ### What do you expect to happen
   
   Records should be incrementally added to the `issues` table.
   
   ### How to reproduce
   
   This started happening 2 weeks ago in the production environment. I don't 
know if the [JIRA incident on November 
5-6](https://jira-software.status.atlassian.com/) may have impacted this 
collection process.
   
   ### Anything else
   
   Upon further investigation, I found that the `_raw_jira_api_issues` table 
still contains 73,145 records, while the `_tool_jira_issues` and `issues` 
tables only hold 1,115 records. This suggests there might be an issue with the 
extractor or data transformation during these runs.
   
   
   ### Version
   
   v1.0.1-beta8@e195107 or v1.0.2-beta4
   
   ### 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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