chore(deps): Upgrade avro to version 1.12.1

[bibith4]

Description

Upgrade avro to version 1.12.1 to fix the CVE-2025-33042

Motivation and Context

Using a more recent version helps avoid potential vulnerabilities and ensures we aren't relying on outdated or unsupported code.

Impact

Test Plan

Contributor checklist

• Please make sure your submission complies with our contributing guide, in particular code style and commit standards.
• PR description addresses the issue accurately and concisely. If the change is non-trivial, a GitHub Issue is referenced.
• Documented new properties (with its default value), SQL syntax, functions, or other functionality.
• If release notes are required, they follow the release notes guidelines.
• Adequate tests were added if applicable.
• CI passed.
• If adding new dependencies, verified they have an OpenSSF Scorecard score of 5.0 or higher (or obtained explicit TSC approval for lower scores).

Release Notes

Please follow release notes guidelines and fill in the release notes below.

== NO RELEASE NOTE ==

[nishithakbhaskaran]

Thanks @bibith4. LGTM!

[Dilli-Babu-Godari]

LGTM. Thanks

[imjalpreet]

Thanks, @bibith4. As discussed offline, please upgrade Avro in hive-apache, too. Once we release a new version for hive-apache, we need to include that version upgrade in this PR.

To validate CI before merging any changes in hive-apache, you can use JitPack and upgrade the hive-apache version in this PR.

[bibith4]

Converting this to draft, as the hive-apache-pr needs to be merged before proceeding with this