YannByron opened a new pull request, #10578:
URL: https://github.com/apache/paimon/pull/10578

   ### Purpose
   
   Keep read schemas consistent after #10572. With the current Rust read-schema 
contract, Ray returned a logical/write schema for empty row-id reads, and 
metadata-only search marked `_ROW_ID` non-nullable while normal lookup returned 
a nullable field. Both paths now use the same core read-schema builder as 
normal reads.
   
   Update affected tests to compare against runtime read schemas while 
retaining strict value/type/order checks and logical `NOT NULL` / invalid-NULL 
write checks. Replace the obsolete cast-rejection case with an unsupported TIME 
precision change. Add coverage for empty/nonempty targets, nested non-null 
fields, repeated projections, batched search, and metadata-only lookup 
avoidance.
   
   This repairs independent master failures: [Native CI for the tree merged as 
#10572](https://github.com/apache/paimon/actions/runs/38670530289/job/116214137506)
 reported 64 failures, including three cross-path schema mismatches. It does 
not include the CWD changes in #10567.
   
   ### Tests
   
   - Local compatibility checks with Python 3.13 / PyArrow 19.0.1 / 
pypaimon-rust 0.4.0: 39 affected tests passed; search-result metadata module: 
40 passed, 7 skipped (optional index packages unavailable).
   - Flake8 with the repository configuration and `git diff --check` passed.
   - Full Native CI with the current Rust core is required before marking this 
PR ready. The local 0.4.0 checks do not validate the new core read-schema 
contract.
   


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