XiaoHongbo-Hope opened a new pull request, #9763:
URL: https://github.com/apache/paimon/pull/9763

   ### Purpose
   
   PyPaimon currently exposes the physical struct when reading a `MAP<STRING, 
T>` stored with the shared-shredding layout. Restore the complete logical map 
instead.
   
   ### Changes
   
   - parse shared-shredding field metadata with `none`, `lz4`, and `zstd` 
dictionary compression
   - assemble fixed physical columns and overflow entries into the logical 
Arrow MAP
   - preserve null and empty maps and arbitrary supported value types
   - recover Paimon field metadata from the ORC `ARROW:schema` entry across 
supported PyArrow versions
   
   Selected-key projection and shared-shredding writes are intentionally out of 
scope.
   
   ### Tests
   
   49 related tests passed on Python 3.12 / PyArrow 19. The new tests also 
passed on Python 3.6 / PyArrow 6. Java-written ORC files using all three 
metadata compressions were verified with both PyArrow versions. Flake8 and `git 
diff --check` passed.


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