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Prefer `FileIO` over the PyArrow `FileSystem` #5334

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Run time

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Job	Run time
lint-and-test (3.11)	3m 11s
lint-and-test (3.9)	3m 3s
lint-and-test (3.10)	3m 33s
integration-test (3.12)	20m 44s
integration-test (3.11)	14m 55s
lint-and-test (3.12)	3m 33s
integration-test (3.9)	12m 3s
integration-test (3.10)	11m 49s
	1h 12m 51s