Common.Compat: Extract reusable compat utilities and rename to sdk #56883
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Extract compatibility import logic into reusable _compat_utils module and rename lazy_compat to sdk for better clarity. The new architecture makes it easier to maintain consistency across all compatibility modules without introducing cycles due to which mypy was failing in #56867
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