QuakeWang opened a new pull request, #7990:
URL: https://github.com/apache/paimon/pull/7990

    ### Purpose
   
   The Daft public facade was not covered by integration tests, so regressions 
in `pypaimon.daft.read_paimon()` / `write_paimon()` could be missed even though 
the internal `_read_table()` and `_write_table()` paths were tested.
   
   This PR adds public API integration coverage for read/write round trips, 
projection, filter, limit, snapshot/tag time travel, overwrite, and mutual 
exclusion of `snapshot_id` and `tag_name`. It also makes the public 
`read_paimon()` entry point reject conflicting time-travel parameters before 
loading the catalog/table.
   
     ### Tests
   
     - `pytest pypaimon/tests/daft/daft_integration_test.py`
     - `pytest pypaimon/tests/daft/daft_integration_test.py 
pypaimon/tests/daft/daft_data_test.py pypaimon/tests/daft/daft_sink_test.py`


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