Describe the enhancement requested

Optimization reduces redundant getFileStatus() RPC calls to the NameNode
when processing Parquet files.

Benefits:

• Reduces NameNode RPC calls by 1 per Parquet file during split generation
• For workloads with thousands of small files, this can significantly reduce
    NameNode pressure and improve job startup time
• Maintains full backward compatibility with existing code paths

Component(s)

Core