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[Docs] Update the gen_apidocs docker script #19012

@asfimport

Description

@asfimport

The dev/gen_apidocs.sh docker-based script is a bit out-of-date compared to the build process we currently have.

Additionally, at the moment it always does a new clean build of the C++, GLib and Cython binaries and this docs generation takes quite long.

Reporter: Uwe Korn / @xhochy
Assignee: Uwe Korn / @xhochy

PRs and other links:

Note: This issue was originally created as ARROW-2613. Please see the migration documentation for further details.

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