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[Doc][CI][Python] Doctests failing on rst files due to pandas 3+ #49150

@rok

Description

@rok

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

We recently added doctests for docstrings in .rst files by running the following command:

pytest '--doctest-glob=*.rst' /arrow/docs/source/python

This causes CI to fail on sphinx e.g.: AMD64 Conda Python 3.12 Sphinx Documentation, where pandas 3+ is present.
We should also upgrade CI environments so as to only run doctests on pandas 3.

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Documentation, Python

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