[main] Upgrade important CI environment#62435
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* CI: Upgrade important CI environment * Fix doctoc * Fix doctoc - 2nd attempt (cherry picked from commit 8351e5e) Co-authored-by: Jens Scheffler <95105677+jscheffl@users.noreply.github.com>
Backport successfully created: v3-1-testNote: As of Merging PRs targeted for Airflow 3.X In matter of doubt please ask in #release-management Slack channel.
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This PR upgrades important dependencies of the CI environment.