TheR1sing3un opened a new issue, #14207:
URL: https://github.com/apache/hudi/issues/14207

   ### Task Description
   
   **What needs to be done:**
   Reduce unnecessary row group metadata loading
   
   **Why this task is needed:**
   For a footer of a parquet file, it is mainly divided into the metadata of 
the file and the metadata of the row group. Generally, the proportion of the 
metadata of the row group is much larger than that of the file. Moreover, in 
some wide table practices, the metadata of the row group increases linearly as 
the number of columns increases. Therefore, for some places in the code logic 
where metadata needs to be loaded, it is necessary to reconsider whether the 
metadata of the row group also needs to be loaded. Currently, the logic 
directly loads the entire footer, which will cause unnecessary IO and 
deserialization for some scenarios that only require file metadata.
   
   
   ### Task Type
   
   Performance optimization
   
   ### 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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