QuakeWang opened a new pull request, #8118:
URL: https://github.com/apache/paimon/pull/8118

   ### Purpose
   
   The top-level Ray `read_paimon` API planned reads through `RayDatasource`. 
When a table scan produced no splits, `RayDatasource.get_read_tasks()` returned 
no read tasks, so Ray could create an empty dataset without the Paimon table 
schema.
   
   This was inconsistent with `TableRead.to_ray()`, which already returns an 
empty Arrow-backed Ray dataset with the planned read schema.
   
   This PR makes `read_paimon` use the planned `read_type` to build an empty 
Arrow table when there are no splits, so empty reads preserve schema and 
projection. It also lazily imports `ray.data` and reports an actionable 
`pypaimon[ray]` install hint when Ray is missing.
   
   ### Tests
   
   - `python -m pytest 
paimon-python/pypaimon/tests/ray_integration_test.py::RayIntegrationTest -q`


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