[I] Optimize Spark SQL performance [hudi]

["the-other-tim-brown (via GitHub)" <gi...@apache.org>]

the-other-tim-brown opened a new issue, #18115:
URL: https://github.com/apache/hudi/issues/18115

   ### Task Description
   
   **What needs to be done:**
   Analyze the query plan when deserializing the data and make sure that this happens after any filtering on the structured data columns and after any joins or other shuffle steps. 
   
   **Why this task is needed:**
   This will help reduce the cost of jobs that deal with unstructured data.
   
   ### Task Type
   
   Code improvement/refactoring
   
   ### Related Issues
   
   **Parent feature issue:** (if applicable )
   **Related issues:**
   NOTE: Use `Relationships` button to add parent/blocking issues after issue is created.
   


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