[CI][Release] Verification job on Almalinux 8 fails to build Pyarrow

[raulcd]

Describe the bug, including details regarding any error messages, version, and platform.

The verify-rc-source-python-linux-almalinux-8-amd64 job fails with the following when building pyarrow:

       -- Build output directory: /tmp/tmpl8chg4he.build-temp/release
      CMake Error at /usr/share/cmake/Modules/FindPackageHandleStandardArgs.cmake:230 (message):
        Could NOT find Python3 (missing: Python3_INCLUDE_DIRS Development.Module
        NumPy) (found version "3.12.8")
      Call Stack (most recent call first):
        /usr/share/cmake/Modules/FindPackageHandleStandardArgs.cmake:600 (_FPHSA_FAILURE_MESSAGE)
        /usr/share/cmake/Modules/FindPython/Support.cmake:3766 (find_package_handle_standard_args)
        /usr/share/cmake/Modules/FindPython3.cmake:551 (include)
        cmake_modules/FindPython3Alt.cmake:51 (find_package)
        CMakeLists.txt:280 (find_package)
      
      
      -- Configuring incomplete, errors occurred!
      error: command '/usr/bin/cmake' failed with exit code 1
      [end of output]
  
  note: This error originates from a subprocess, and is likely not a problem with pip.
  ERROR: Failed building editable for pyarrow
Failed to build pyarrow
ERROR: Failed to build installable wheels for some pyproject.toml based projects (pyarrow)
Failed to verify release candidate. See /tmp/arrow-HEAD.V0lYi for details.

Component(s)

Continuous Integration, Release

[raulcd]

Could this be related to how Almalinux packages Python now? see:

• [CI][Packaging] AlmaLinux 8 job failed #46538

cc @kou

[kou]

It seems that #46538 isn't related because we don't use pip3 in our verification script.

[raulcd]

Issue resolved by pull request 46621
#46621