Python tests

MRG: refactor `calculate_gather_stats` to disallow repeated downsampling #7302

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Run time

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Job	Run time
test (ubuntu-22.04, 3.12)	10m 41s
test (ubuntu-22.04, 3.11)	9m 36s
test (ubuntu-22.04, 3.10)	11m 25s
test (macos-latest, 3.12)	6m 17s
test (macos-latest, 3.11)	4m 48s
test (macos-latest, 3.10)	9m 59s
	52m 46s