maomaodev opened a new issue, #7649:
URL: https://github.com/apache/kyuubi/issues/7649

   ### Code of Conduct
   
   - [x] I agree to follow this project's [Code of 
Conduct](https://www.apache.org/foundation/policies/conduct)
   
   
   ### Search before asking
   
   - [x] I have searched in the 
[issues](https://github.com/apache/kyuubi/issues?q=is%3Aissue) and found no 
similar issues.
   
   
   ### Describe the bug
   
   `CompactionMiddleware` fires an extra summarizer LLM call when compaction 
triggers, but the tokens from that call (`prompt_tokens` / `completion_tokens` 
/ `total_tokens`) are never added to the session's accumulated token totals. As 
a result, token accounting diverges from the LLM provider's actual billing.
   
   ### Affects Version(s)
   
   master
   
   ### Kyuubi Server Log Output
   
   ```logtalk
   
   ```
   
   ### Kyuubi Engine Log Output
   
   ```logtalk
   
   ```
   
   ### Kyuubi Server Configurations
   
   ```yaml
   
   ```
   
   ### Kyuubi Engine Configurations
   
   ```yaml
   
   ```
   
   ### Additional context
   
   _No response_
   
   ### Are you willing to submit PR?
   
   - [x] Yes. I would be willing to submit a PR with guidance from the Kyuubi 
community to fix.
   - [ ] No. I cannot submit a PR at this time.


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