varun-lakhyani opened a new pull request, #16729:
URL: https://github.com/apache/iceberg/pull/16729

   For small file workloads (compaction, manifests, small data files), footer 
request latency grows linearly with file count and becomes a scaling 
bottleneck.                                              
                                                                                
                                                                                
                                        
   **Solution**                                                                 
                                                                                
                                                
                                                                                
                                                                                
                                              
   - Introduce SingleFetchInputFile, an InputFile decorator in 
org.apache.iceberg.io. When a file's size is at or below 
read.single-fetch-threshold-bytes, newStream() fetches the entire file in one 
GET and returns a SingleFetchInputStream backed by the downloaded bytes. All 
subsequent parquet-mr reads - footer size, footer body, row group data - are 
served from memory with no additional remote calls.    
   - Files above the threshold, or when the property is unset (0, the default), 
pass through unchanged with no behavioral difference from today.
   - SingleFetchInputStream implements both SeekableInputStream and 
RangeReadable, preserving parquet-mr's vectorized read path exactly.       


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