chrevanthreddy opened a new issue, #19099:
URL: https://github.com/apache/hudi/issues/19099

   Parent: #19094
   Related: #18676
   
   ## Summary
   Implement Spark bootstrap for IVF clustering and MDT posting generation.
   
   ## Scope
   - centroid training
   - vector assignment to centroids
   - posting generation
   - quantizer and manifest rows
   - generation write path
   
   ## Acceptance Criteria
   - index bootstrap produces a complete generation
   - bootstrap output is persisted to MDT
   - bootstrap logic is separate from read-path logic
   


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