razajafri opened a new pull request #31284:
URL: https://github.com/apache/spark/pull/31284


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   ### What changes were proposed in this pull request?
   If an IntDecimal type was written as a LongDecimal in a parquet file. Spark 
will read it as a long but write it as an int by downcasting it. Method 
`readLongs` has been modified to take in a boolean flag that tells it if the 
number would fit in a 32-bit Decimal and subsequently downsized. 
   
   
   ### Why are the changes needed?
   If a Parquet file writes an IntDecimal as LongDecimal, which is supported by 
the parquet spec, Spark will not be able to read it and will throw an 
exception. 
   
   ### Does this PR introduce _any_ user-facing change?
   No
   
   ### How was this patch tested?
   manually tested and added unit-test 
   


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