QuakeWang opened a new pull request, #8039:
URL: https://github.com/apache/paimon/pull/8039

   ### Purpose
   
   Daft Catalog accepts single-part identifiers, and PaimonCatalog previously 
forwarded them to pypaimon as plain table names. For table APIs, this is 
invalid because pypaimon's Identifier parser
     requires `db.table`, so `get_table("missing_table")` and 
`drop_table("missing_table")` leaked `ValueError` instead of Daft 
`NotFoundError`.
   
   This PR adds table-specific identifier handling in `PaimonCatalog`: 
single-part table identifiers are handled at the Daft catalog layer as not 
found, and `has_table("missing_table")` now returns `False`.
   
   ### Tests
   
   - `pytest paimon-python/pypaimon/tests/daft/daft_catalog_test.py`
   - `pytest paimon-python/pypaimon/tests/daft/daft_catalog_rest_test.py`
   


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