QuakeWang opened a new pull request, #8110:
URL: https://github.com/apache/paimon/pull/8110

   ### Purpose
   
   Ray merge-into already pins target reads to the base snapshot, but Paimon 
source tables were still normalized through `read_paimon` without an explicit 
snapshot. Because Ray Dataset execution is lazy, source planning could 
otherwise observe a later table snapshot than the one seen during merge 
preparation.
   
   This PR captures the latest snapshot id for string source tables during 
`_prepare` and passes it to `read_paimon`, so the source side uses a stable 
snapshot throughout merge planning and execution.
   
   ### Tests
   
   - `python -m pytest 
paimon-python/pypaimon/tests/ray_data_evolution_merge_into_test.py -q`


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