chore: Upgrade Python requirements

[edx-requirements-bot]

Python requirements update. Please review the changelogs for the upgraded packages.

[edx-requirements-bot]

List of packages in the PR without any issue.

• babel changes from 2.17.0 to 2.18.0
• boto3 changes from 1.42.34 to 1.42.40
• botocore changes from 1.42.34 to 1.42.40
• coverage[toml] changes from 7.13.2 to 7.13.3
• cryptography changes from 46.0.3 to 46.0.4
• numpy changes from 2.4.1 to 2.4.2
• rich changes from 14.3.1 to 14.3.2
• urwid changes from 3.0.3 to 3.0.5
• wcwidth changes from 0.3.5 to 0.5.3
• wrapt changes from 2.0.1 to 2.1.1

[edx-requirements-bot]

These Packages need manual review..

• [MAJOR] cachetools changes from 6.2.5 to 7.0.0
• [MAJOR] chdb changes from 3.7.2 to 4.0.1
• [DOWNGRADE] pandas changes from 3.0.0 to 2.3.3
• [NEW] tzdata (2025.3) added to the requirements