Python unit test

Deduplicate calls to aggregateSparkMetricsBySql #1877

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Run time

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Job	Run time
build (3.8)	10m 54s
build (3.9)	10m 23s
build (3.10)	11m 1s
build (3.11)	18m 50s
	51m 8s