S3/Remote Reductionist

Replace `default_cache_type` with `first` #39

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Run time

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Job	Run time
Linux Python 3.9	1m 35s
Linux Python 3.10	1m 38s
Linux Python 3.11	1m 32s
Linux Python 3.12	1m 40s
	6m 25s