yeya24 opened a new issue, #8326:
URL: https://github.com/apache/arrow-rs/issues/8326

   **Is your feature request related to a problem or challenge? Please describe 
what you are trying to do.**
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   The current 
[ParquetRecordBatchReader::try_new_with_row_groups](https://github.com/apache/arrow-rs/blob/aa626e12de8bc0d0f56b5349239cae1be8d1a195/parquet/src/arrow/arrow_reader/mod.rs#L1101)
 function always uses ProjectionMask::all(), which forces reading all columns 
from the parquet file even when only specific columns are needed. This is 
inefficient for use cases where you only want to read a subset of columns, as 
it results in unnecessary I/O and memory usage.
   
   **Describe the solution you'd like**
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   Modify the 
[try_new_with_row_groups](https://github.com/apache/arrow-rs/blob/aa626e12de8bc0d0f56b5349239cae1be8d1a195/parquet/src/arrow/arrow_reader/mod.rs#L1101)
 function to accept a projection: &ProjectionMask parameter instead of 
hardcoding ProjectionMask::all(). This will allow callers to specify exactly 
which columns they want to read, enabling more efficient data access patterns.
   
   **Describe alternatives you've considered**
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