hanahmily opened a new issue, #13330:
URL: https://github.com/apache/skywalking/issues/13330

   ### 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
   
   Develop a secondary index to support sorting and range scanning by timestamp 
and latency, as well as tag-based filtering. This index will complement the 
core storage layer, enabling complex queries.
   
   Key Features:
   - **Index Structure**: Use a structure similar to the core storage layer but 
organized by tags (e.g., `timestamp`, `latency`) instead of `traceID-spanID`. 
This allows grouping spans by common attributes for efficient filtering.
   - **Span File References**: Each entry in the secondary index must reference 
the corresponding span in the core storage's span file. This ensures that index 
queries can quickly retrieve full span data.
   - **Merge Dependency**: During the merge process, the core storage layer 
must first merge its files and generate a reference mapping between old and new 
span file locations. The secondary index will use this mapping to update its 
references, ensuring consistency.
   
   
   ### 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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