suryaprasanna opened a new pull request, #17936:
URL: https://github.com/apache/hudi/pull/17936

   ### Describe the issue this Pull Request addresses
   
   In Spark 3.3 and 3.4, the partition pruning logic should use `ScanOperation` 
instead of `PhysicalOperation` for better compatibility with Spark's internal 
query optimization. Currently, all Spark 3.x versions were using the same 
partition pruning implementation, which may not leverage version-specific 
optimizations.
   
   ### Summary and Changelog
   
   This PR adds version-specific partition pruning implementations for Spark 
3.3, 3.4, and 3.5 to use the appropriate pattern matching strategy.
   
   **Changes:**
   - Added `Spark33HoodiePruneFileSourcePartitions` using `ScanOperation` for 
Spark 3.3
   - Added `Spark34HoodiePruneFileSourcePartitions` using `PhysicalOperation` 
for Spark 3.4  
   - Added `Spark35HoodiePruneFileSourcePartitions` using `PhysicalOperation` 
for Spark 3.5
   - Updated `HoodieAnalysis` to route to the correct implementation based on 
Spark version
   
   ### Impact
   
   Improves partition pruning compatibility and optimization for Spark 3.3+ by 
using version-appropriate pattern matching. No breaking changes to public APIs.
   
   ### Risk Level
   
   **Low** - Adds version-specific implementations without changing core logic. 
Each Spark version gets the appropriate partition pruning strategy.
   
   ### Documentation Update
   
   none
   
   ### Contributor's checklist
   
   - [x] Read through [contributor's 
guide](https://hudi.apache.org/contribute/how-to-contribute)
   - [x] Enough context is provided in the sections above
   - [x] Adequate tests were added if applicable


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