ArjunPakhan opened a new pull request, #3548:
URL: https://github.com/apache/iceberg-python/pull/3548

   ### Description
   Fixes an issue in `bytes_required` where negative numbers that are exact 
powers of two (e.g., `-128`, `-32768`) were over-allocated an extra byte of 
space. 
   
   ### Context & Root Cause
   In two's complement representation, exact negative powers of two are clean 
boundaries where the Most Significant Bit (MSB) naturally represents the sign 
without requiring an extra padding bit. For example, `-128` fits perfectly 
within a single signed byte (`0x80`).
   
   The previous implementation calculated the byte length using Python's native 
`.bit_length()` directly on the integer magnitude:
   ```python
   return (value.bit_length() + 8) // 8


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