JingsongLi opened a new pull request, #8919:
URL: https://github.com/apache/paimon/pull/8919

   ## What changed
   
   - upgrade the Java and Python paimon-vindex dependencies to 0.3.0
   - adapt both integrations to the 0.3.0 training, writer, reader, and 
search-parameter APIs
   - add IVF-SQ, IVF-RQ, and DiskANN support and remove the obsolete 
experimental IVF-HNSW factories
   - expose the new build and query options consistently in Java and Python
   - update vector-index documentation, examples, supported types, and the 
0.2.x migration warning
   
   ## Why
   
   paimon-vindex 0.3.0 introduces new index types and typed search parameters, 
changes the Python training lifecycle, and no longer reads the experimental 
IVF-HNSW index files written by 0.2.x.
   
   ## Validation
   
   - `mvn -nsu -pl paimon-vector -DwildcardSuites=none 
-Dtest=NativeVectorGlobalIndexerFactoryTest,NativeVectorGlobalIndexTest,SeekableStreamVectorIndexInputTest
 test`
   - Python focused tests: 29 tests and 12 subtests passed
   - paimon-vindex 0.3.0 Python IVF-SQ wheel smoke test
   - Python flake8
   - Docusaurus production build
   - `git diff --check`
   


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