Python CI

chore: add pyarrow-stubs dependency for type hint & suggestion #7060

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Run time

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Job	Run time
lint-and-test (3.10)	2m 54s
integration-test (3.11)	11m 33s
lint-and-test (3.12)	2m 46s
lint-and-test (3.11)	2m 42s
integration-test (3.10)	10m 57s
integration-test (3.12)	11m 47s
	42m 39s