Upgrade cibuildwheel in another place as well.

[tvalentyn]

Follow up for #31321

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[tvalentyn]

Is there any way to document this somewhere for the future?

Yes, we collect notes in https://cwiki.apache.org/confluence/pages/viewpage.action?pageId=217387702