Yang Jie created SPARK-29454:
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             Summary: Reduce one unsafeProjection call when read parquet file
                 Key: SPARK-29454
                 URL: https://issues.apache.org/jira/browse/SPARK-29454
             Project: Spark
          Issue Type: Improvement
          Components: SQL
    Affects Versions: 2.4.4, 2.3.4, 2.2.3
            Reporter: Yang Jie


ParquetGroupConverter call unsafeProjection function to covert 
SpecificInternalRow to UnsafeRow every times when read Parquet data file use 
ParquetRecordReader, then ParquetFileFormat will call unsafeProjection function 
to covert this UnsafeRow to another UnsafeRow again when partitionSchema is not 
empty , and on the other hand we PartitionReaderWithPartitionValues  always do 
this convert process when use DataSourceV2.

I think the first time convert in ParquetGroupConverter is redundant and 
ParquetRecordReader return a SpecificInternalRow is enough.



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