Perf/convert custom to built in for parquet metadata deserialization

[thuongle2210]

Summary

Briefly explain what this PR does.

Inspired from: https://arrow.apache.org/blog/2025/10/23/rust-parquet-metadata/
My benchmark implementation: https://github.com/thuongle2210/parquet_decoding

Improvement: 1.84 times faster with Parquet version 56.0.0, and approximately 3 times faster with Parquet version 57.0.0.
This is due to dependencies on other libraries (for example, the latest version of deltalake matches with Parquet 56). Therefore, I keep using Parquet 56.0.0

Related Issues

links to related issues: #2192

Changes

• replace the custom by built-in implementation of Parquet library
• use built-in method to get statistic of parquet metadata file

Checklist

• Code builds correctly
• Tests have been added or updated
• Documentation updated if necessary
• I have reviewed my own changes

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[thuongle2210]

Hi @dentiny, could you pls help me review this PR?

[github-actions]

This PR has been inactive for 14 days and is now marked as stale. If this is still being worked on, please comment to keep it open.