hanahmily opened a new issue, #13643:
URL: https://github.com/apache/skywalking/issues/13643

   ### Search before asking
   
   - [x] I had searched in the 
[issues](https://github.com/apache/skywalking/issues?q=is%3Aissue) and found no 
similar feature requirement.
   
   
   ### Description
   
   
   We need to implement a new merge strategy for the hybrid tag type. The new 
algorithm should:
   
   - Store the tag type along with the tag value
   - Utilize row-based tag encoding to manage data during the transformation of 
the tag’s type
   
   This change will affect the entire data model. Importantly, we must ensure 
backward compatibility so that old files remain intact and unbroken.
   
   **Action Items:**
   
   1. Design the new algorithm for the hybrid tag type merge.
   2. Implement row-based tag encoding in the data transformation process.
   3. Test backward compatibility with existing files.
   4. Update documentation to reflect these changes.
   
   
   
   ### Use case
   
   _No response_
   
   ### Related issues
   
   _No response_
   
   ### Are you willing to submit a pull request to implement this on your own?
   
   - [ ] Yes I am willing to submit a pull request on my own!
   
   ### 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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