HappenLee opened a new pull request, #69733:
URL: https://github.com/apache/doris/pull/69733

   ### What problem does this PR solve?
   
   Sparse rowid reads from fixed-width BitShuffle and plain pages currently 
gather selected values into a decoder-owned buffer, then copy or convert them 
into the destination column. This adds an intermediate write and read for every 
selected value.
   
   Append selected page values directly into the destination column using the 
existing `StorageLayout` conversion for each field type. The implementation 
retains page-boundary truncation, existing values in the destination, and the 
reader's nullable handling. It covers legacy DATE, DATETIME, and DECIMAL as 
well as current fixed-width types including IPv4, IPv6, UUID, and TIMESTAMP_NS.
   
   Adds typed tests for page and column reads, legacy conversions and 
floating-point bit patterns, a nullable multi-page reader test, and a benchmark 
comparing direct writes with the previous reusable-buffer path.
   
   ### Release note
   
   None
   
   ### Check List (For Author)
   
   - Test
       - [ ] Regression test
       - [ ] Unit Test
       - [x] Manual test: compiler syntax checks for the storage 
implementation, new page tests, reader test, and benchmark; 
`build-support/check-build-hygiene.sh`
       - The new ASAN unit tests could not be run on this base locally: the 
installed third-party dependencies do not include `libpaimon_c.a`. CI will run 
the full build and tests.
   - Behavior changed:
       - [x] No.
       - [ ] Yes.
   - Does this need documentation?
       - [x] No.
       - [ ] Yes.
   
   ### Check List (For Reviewer who merge this PR)
   
   - [ ] Confirm the release note
   - [ ] Confirm test cases
   - [ ] Confirm document
   - [ ] Add branch pick label
   


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