Python CI

chore: add pyarrow-stubs dependency for type hint & suggestion #7059

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Run time

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Job	Run time
integration-test (3.12)	11m 41s
lint-and-test (3.10)	1m 16s
integration-test (3.10)	11m 48s
integration-test (3.11)	11m 28s
lint-and-test (3.11)	1m 13s
lint-and-test (3.12)	1m 18s
	38m 44s