load_file() - Complete Parquet file is loaded in Memory

[utkarsharma2]

Describe the bug When inferring schema complete Parquet is loaded in memory. https://github.com/astronomer/astro-sdk/blob/e4111397387e43ba7c8d2c0f5645376c466d271a/python-sdk/src/astro/files/types/parquet.py#L45

Version

• Astro: 1.1.1

Expected behavior Research - if there is a better way to read schema information from parquet instead of not loading them in memory.

Additional context Add any other context about the problem here.